Time Value of Money. Financial Mathematics for Actuaries Downloaded from by on 01/12/18. For personal use only.

Size: px
Start display at page:

Download "Time Value of Money. Financial Mathematics for Actuaries Downloaded from by on 01/12/18. For personal use only."

Transcription

1 Interest Accuulation and Tie Value of Money Fro tie to tie we are faced with probles of aking financial decisions. These ay involve anything fro borrowing a loan fro a bank to purchase a house or a car; or investing oney in bonds, stocks or other securities. To a large extent, intelligent wealth anageent eans borrowing and investing wisely. Financial decision aking should take into account the tie value of oney. It is not difficult to see that a dollar received today is worth ore than a dollar received one year later. The tie value of oney depends critically on how interest is calculated. For exaple, the frequency at which the interest is copounded ay be an iportant factor in deterining the cost of a loan. In this chapter, we discuss the basic principles in the calculation of interest, including the siple- and copound-interest ethods, the frequencies of copounding, the effective rate of interest and rate of discount, and the present and future values of a single payent.

2 2 CHAPTER Learning Objectives Basic principles in calculation of interest accuulation Siple and copound interest Frequency of copounding Effective rate of interest Rate of discount Present and future values of a single payent. Accuulation Function and Aount Function Many financial transactions involve lending and borrowing. The su of oney borrowed is called the principal. To copensate the lender for the loss of use of the principal during the loan period the borrower pays the lender an aount of interest. At the end of the loan period the borrower pays the lender the accuulated aount, which is equal to the su of the principal plus interest. We denote A(t) as the accuulated aount at tie t, called the aount function. Hence, A(0) is the initial principal and I(t) =A(t) A(t ) (.) is the interest incurred fro tie t to tie t, naely, in the tth period. For the special case of an initial principal of unit, we denote the accuulated aount at tie t by a(t), which is called the accuulation function. Thus, if the initial principal is A(0) = k, then A(t) =k a(t). This assues that the sae accuulation function is used for the aount function irrespective of the initial principal..2 Siple and Copound Interest Equation (.) shows that the growth of the accuulated aount depends on the way the interest is calculated, and vice versa. While theoretically there are

3 Interest Accuulation and Tie Value of Money 3 nuerous ways of calculating the interest, there are two ethods which are coonly used in practice. These are the siple-interest ethod and the copoundinterest ethod. For the siple-interest ethod, the interest earned over a period of tie is proportional to the length of the period. Thus the interest incurred fro tie 0 to tie t, for a principal of unit, is r t, wherer is the constant of proportion called the rate of interest. Hence the accuulation function for the siple-interest ethod is a(t) =+rt, for t 0, (.2) and A(t) =A(0)a(t) =A(0)( + rt), for t 0. (.3) In general the rate of interest ay be quoted for any period of tie (such as a onth or a year). In practice, however, the ost coonly used base is the year, in which case the ter annual rate of interest is used. In what follows we shall aintain this assuption, unless stated otherwise. Exaple.: A person borrows $2,000 for 3 years at siple interest. The rate of interest is 8% per annu. What are the interest charges for year and 2? What is the accuulated aount at the end of year 3? Solution: The interest charges for year and 2 are both equal to 2, = $60. The accuulated aount at the end of year 3 is 2,000 ( ) = $2,480. For the copound-interest ethod, the accuulated aount over a period of tie is the principal for the next period. Thus, a principal of unit accuulates to +r units at the end of the year, which becoes the principal for the second year. Continuing this process, the accuulation function becoes and the aount function is a(t) =(+r) t, for t =0,, 2,, (.4) A(t) =A(0)a(t) =A(0)( + r) t, for t =0,, 2,. (.5) Two rearks are noted. First, for the copound-interest ethod the accuulated aount at the end of a year becoes the principal for the following year.

4 4 CHAPTER This is in contrast to the siple-interest ethod, for which the principal reains unchanged through tie. Second, while (.2) and (.3) apply for t 0, (.4) and (.5) hold only for integral t 0. As we shall see below, there are alternative ways to define the accuulation function for the copound-interest ethod when t is not an integer. Exaple.2: ethod. Solve the proble in Exaple. using the copound-interest Solution: The interest for year is For year 2 the principal is so that the interest for the year is 2, = $60. 2, = $2,60, 2, = $ The accuulated aount at the end of year 3 is 2,000 ( ) 3 =$2, Copounding has the effect of generating a larger accuulated aount. The effect is especially significant when the rate of interest is high. Table. shows two saples of the accuulated aounts under siple- and copound-interest ethods. It can be seen that when the interest rate is high, copounding the interest induces the principal to grow uch faster than the siple-interest ethod. With copound interest at 0%, it takes less than 8 years to double the investent. With siple interest at the sae rate it takes 0 years to get the sae result. Over a 20-year period, an investent with copound interest at 0% will grow 6.73 ties. Over a 50-year period, the principal will grow by a phenoenal 7.39 ties. When the interest rate is higher the effect of copounding will be even ore draatic.

5 Interest Accuulation and Tie Value of Money 5 Table.: Accuulated aount for a principal of $00 5% interest 0% interest Year Siple Copound Siple Copound interest ($) interest ($) interest ($) interest ($) Frequency of Copounding Although the rate of interest is often quoted in annual ter, the interest accrued to an investent is often paid ore frequently than once a year. For exaple, a savings account ay pay interest at 3% per year, where the interest is credited onthly. In this case, 3% is called the noinal rate of interest payable 2 ties a year. As we shall see, the frequency of interest payent (also called the frequency of copounding) akes an iportant difference to the accuulated aount and the total interest earned. Thus, it is iportant to define the rate of interest accurately. To ephasize the iportance of the frequency of copounding we use r () to denote the noinal rate of interest payable ties a year. Thus, is the frequency of copounding per year and year is the copounding period or conversion period. Let t (in years) be an integer ultiple of, i.e., t is an integer representing the nuber of interest-conversion periods over t years. The interest earned over the next year, fro tie t to t +,is a(t) r () = a(t)r(), for t =0,, 2,.

6 6 CHAPTER Thus, the accuulated aount at tie t + is ( a t + ) [ ] = a(t)+ a(t)r() = a(t) + r(), for t =0,, 2,. By recursive substitution, we conclude [ ] t a(t) = + r(), for t =0,, 2,, (.6) and hence [ A(t) =A(0) + r() ] t, for t =0,, 2,. (.7) Exaple.3: A person deposits $,000 into a savings account that earns 3% interest payable onthly. How uch interest will be credited in the first onth? What is the accuulated aount at the end of the first onth? Solution: The rate of interest over one onth is =0.25%, so that the interest earned over one onth is, = $2.50, and the accuulated aount after one onth is, = $, Exaple.4: $,000 is deposited into a savings account that pays 3% interest with onthly copounding. What is the accuulated aount after two and a half years? What is the aount of interest earned over this period? Solution: The investent interval is 30 onths. Thus, using (.7), the accuulated aount is [, ] 30 =$, The aount of interest earned over this period is,077.78,000 = $77.78.

7 Interest Accuulation and Tie Value of Money 7 Exaple.5: paid quarterly. Solve the proble in Exaple.4, assuing that the interest is Solution: The investent interval is now 0 quarters. With =4, the accuulated aount is [, ] 0 =$,077.58, 4 and the aount of interest earned is $ When the loan period is not an integer ultiple of the copounding period (i.e., t is not an integer), care ust be taken to define the way interest is calculated over the fraction of the copounding period. Two ethods ay be considered. First, we ay extend (.6) and (.7) to apply to any t 0 (not necessarily an integer). Second, we ay copute the accuulated value over the largest integral interest-conversion period using (.7) and then apply the siple-interest ethod to the reaining fraction of the conversion period. The exaple below illustrates these two ethods. Exaple.6: What is the accuulated aount for a principal of $00 after 25 onths if the noinal rate of interest is 4% copounded quarterly? Solution: The accuulation period is 25 3 = 8.33 quarters. Using the first ethod, the accuulated aount is [ ] 8.33 = $ Using the second ethod the accuulated aount after 24 onths (8 quarters) is [ ] 8 = $08.29, 4 so that the accuulated aount after 25 onths is [ ] =

8 8 CHAPTER It can be shown that the second ethod provides a larger accuulation function for any non-integer t > 0 (see Exercise.4). As the first ethod is easier to apply, we shall adopt it to calculate the accuulated value over a non-integral copounding period, unless otherwise stated. At the sae noinal rate of interest, the ore frequent the interest is paid, the faster the accuulated aount grows. For exaple, assuing the noinal rate of interest to be 5% and the principal to be $,000, the accuulated aounts after year under several different copounding frequencies are given in Table.2. Note that when the copounding frequency increases, the accuulated aount tends to a liit. Let r denote the noinal rate of interest for which copounding is ade over infinitely sall intervals (i.e., so that r = r ( ) ). We call this copounding schee continuous copounding. For practical purposes, daily copounding is very close to continuous copounding. Fro the well-known liit theore (see Appendix A.) that [ li + r ] = e r (.8) for any constant r, we conclude that, for continuous copounding, the accuulation function (see (.6)) is [ a(t) = li + r ] t [ = li ( + r ) ] t = e rt. (.9) We call r the continuously copounded rate of interest. Equation (.9) provides the accuulation function of the continuously copounding schee at noinal rate of interest r. Table.2: Accuulated aount for a principal of $,000 with noinal interest rate of 5% per annu Frequency of Accuulated interest payent aount ($) Yearly, Quarterly 4, Monthly 2,05.6 Daily 365,05.27

9 Interest Accuulation and Tie Value of Money 9.4 Effective Rate of Interest As Table.2 shows, the accuulated aount depends on the copounding frequency. Hence, coparing two investent schees by just referring to their noinal rates of interest without taking into account their copounding frequencies ay be isleading. Different investent schees ust be copared on a coon basis. To this end, the easure called the effective rate of interest is often used. The annual effective rate of interest for year t, denoted by i(t), is the ratio of the aount of interest earned in a year, fro tie t to tie t, to the accuulated aount at the beginning of the year (i.e., at tie t ). It can be calculated by the following forula i(t) = I(t) A(t) A(t ) = = A(t ) A(t ) For the siple-interest ethod, we have i(t) = ( + rt) ( + r(t )) +r(t ) = a(t) a(t ). (.0) a(t ) r +r(t ), which decreases when t increases. For the copound-interest ethod with annual copounding (i.e., =), we have (denoting r () = r) i(t) = ( + r)t ( + r) t ( + r) t = r, which is the noinal rate of interest and does not vary with t. -copounding is used, the effective rate of interest is i(t) = [ + r() ] t [ ] (t ) + r() When [ ] [ ] (t ) = + r(), (.) + r() which again does not vary with t. Note that when >, [ ] + r() >r (), so that the effective rate of interest is larger than the noinal rate of interest.

10 0 CHAPTER For continuous copounding, we have exp( rt) exp[ r(t )] i(t) = = e r, (.2) exp[ r(t )] which again does not vary with t. As the effective rate of interest for the copound-interest ethod does not vary with t, we shall siplify the notation and denote i i(t), which is given by (.) or (.2). The effective rate of interest shows how uch interest is earned in one year with a -unit investent. It is an appropriate standardized easure to copare interest-accuulation schees with different copounding frequencies and noinal rates of interest. Exaple.7: Consider two investent schees A and B. Schee A offers 2% interest with annual copounding. Schee B offers.5% interest with onthly copounding. Calculate the effective rates of interest of the two investents. Which schee would you choose? Solution: The effective rate of interest of Schee A is equal to its noinal rate of interest, i.e., 2%. The effective rate of interest of Schee B is [ ] 2 =2.3%. 2 Although Schee A has a higher noinal rate of interest, Schee B offers a higher effective rate of interest. Hence, while an investent of $00 in Schee A will generate an interest of $2 after one year, a siilar investent in Schee B will generate an interest of $2.3 over the sae period. Thus, Schee B is preferred. Another advantage of the effective rate of interest is that, for investents that extend beyond one year, the calculation of the accuulated aount can be based on the effective rate without reference to the noinal rate. Exaple.8: For the investent schees in Exaple.7, calculate the accuulated aount after 0 years on a principal of $,000. Solution: The accuulated aount after 0 years for Schee A is,000 ( + 0.2) 0 =$3,05.85, and that for Schee B is,000 ( ) 0 =$3, Note that in the above exaple, the accuulated aount of Schee B is calculated without aking use of its noinal rate.

11 Interest Accuulation and Tie Value of Money Exaple.9: Solve the proble in Exaple.8 for an investent horizon of 2 years and 3 onths. Solution: The tie frae of the investent is 2.25 years. Thus, the accuulated aount for Schee A is and that for Schee B is,000 (.2) 2.25 =$4,007.94,,000 (.23) 2.25 =$4, Note that the calculation of the accuulated aount of Schee B is done without using the fact that its copounding frequency is onthly. Indeed, the use of the effective rate of interest enables us to treat all investents as if the interest is credited only once a year and the copounding forula (.4) is used for any t 0, with the noinal rate r replaced by the effective rate i. While i(t) defined in (.0) is a -period effective rate, the concept can be generalized to a n-period effective rate. Let us denote i(t, t + n) as the annual effective rate of interest in the period t to t + n, for an integer n >. Thus, the aount a(t) at tie t copounded annually at the rate of i(t, t + n) per year accuulates to a(t + n) at tie t + n,where a(t + n) =a(t)[ + i(t, t + n)] n, (.3) fro which we obtain [ ] a(t + n) n i(t, t + n) =. (.4) a(t) We now consider investent intervals shorter than one year. Suppose t <, the effective rate of interest in the period t to t + t, denoted by i(t, t + t) can be defined as a(t + t) a(t) i(t, t + t) =. (.5) a(t) Note that this is an effective rate over a period of t < and is not annualized. Exaple.0: Let the accuulation function be a(t) = 0.0t 2 +0.t +. Copute the annual effective rate of interest for the first 2 years and for the next 3 years. What is the effective rate of interest for the second half of year 3? We ay use this forula to copute the annualized effective rate of interest over any investent horizon of n>, which is not necessarily an integer.

12 2 CHAPTER Solution: We have a(2) = 0.0(2) 2 +0.(2) + =.24, and siilarly a(5) =.75. Thus, fro (.4) the annual effective rate of interest over the first 2 years is [ ] a(2) 2 i(0, 2) = =(.24) 0.5 =.36%, a(0) and the annual effective rate of interest over the next 3 years is i(2, 5) = [ ] a(5) a(2) 3 = [ ] 3 =2.7%. To copute the effective rate of interest for the second half of year 3, we note that a(2.5) =.325 and a(3) =.39, so that the answer is i(2.5, 3) = a(3) a(2.5) a(2.5) = =5.90%. Note that this is an effective rate of interest over a half-year period. In contrast, i(0, 2) and i(2, 5) are annualized effective rates over a period of 2 years and 3 years, respectively..5 Rates of Discount So far we have assued that the interest of a loan or investent is paid at the end of the period. There are, however, any financial transactions for which the interest is paid or deducted up-front. Indeed, a popular way of raising a short-ter loan is to sell a financial security at a price less than the face value. Upon the aturity of the loan, the face value is repaid. For exaple, a Treasury Bill is a discount instruent. For a discount security, the shortfall between the sale price and the face value is called the discount and it represents the interest of the loan. In such cases the noinal principal (face value) has to be adjusted to take account of the interest deducted. This adjustent will affect the rate of interest, as opposed to the rate of discount that is quoted. Thus, if the lender of a loan requires the interest, which is calculated at the quoted annual rate of discount, to be deducted fro the principal at the tie the proceed is released, and if the loan period is one year, the effective principal of the loan after the interest is deducted is Effective principal = Noinal principal ( Rate of discount).

13 Interest Accuulation and Tie Value of Money 3 Note that the effective principal is A(0) and the noinal principal is A(). If the quoted rate of discount is d, wehave A(0) = A()( d), (.6) and I() = A() A(0) = A()d. While the rate of discount is often quoted for such securities, it is iportant to copare it against the equivalent effective rate of interest i over the period of the discount instruent, which is given by i = A() A(0) A(0) = A()d A()( d) = fro which we have d = i +i. Cobining (.4) and (.7), we can see that a(t) = (+i) t [ = + d d = ( d) t, ] t d d, (.7) which is the accuulated value of at tie t at the rate of discount d. It should be noted that the effective rate of interest i is always higher than the rate of discount d. For exaple, if the rate of discount is 6% and the redeption of the security is to be ade after year, the effective rate of interest is =6.38%. When the loan period is less than year, we should first calculate the rate of interest over the period of the loan and then calculate the effective rate of interest using the principle of copounding. Thus, suppose the period of loan is of a year, we denote the noinal rate of discount, which is the discount quoted in annual ter for the -year instruent, by d(). As the face value is to be repaid of a year later, the noinal principal is A ( and the interest deducted is ( ) ( ) I = A d (),

14 4 CHAPTER so that the effective principal is ( ) ( ) ( ) [ ] A(0) = A I = A d(), fro which we obtain the rate of interest charged over the -year period as ( ) A A(0) d () = = d() A(0) d() d (). Hence, the annualized equivalent noinal rate of interest is r () = d() d () = and the annual effective rate of interest is [ ] i = + r() =[ + d() d () d() d() ] =[, (.8) d() ]. (.9) As Treasury Bills that ature in less than a year are discount instruents, their effective rates should be coputed in the above anner. To copute the accuulation function a(t) for a discount instruent with aturity of year ( >), we observe, fro (.9), that a(t) = (+i) t [ ] t = d(), for t =0,, 2,. (.20) Furtherore, fro (.9) we have d() =(+i), (.2) so that fro (.8) we conclude r () =(+i) d (). (.22) For a discount security with a loan period longer than one year, (.6) can be odified to A(0) = A(t)( dt), <t,

15 Interest Accuulation and Tie Value of Money 5 provided dt <. Hence, we have A(t) = A(0), dt < <t, dt and a(t) =, dt < <t, (.23) dt which is the accuulation function for siple discount for dt < < t. Exaple.: The discount rate of a 3-onth Treasury Bill is 6% per annu. What is the annual effective rate of interest? What is the accuulated value of in 2 years? Solution: The rate of interest charged for the 3-onth period is =.52%. Therefore, the equivalent noinal rate of interest copounded quarterly is and the annual effective rate of interest is = 6.08%, (.052) 4 = 6.22%. The accuulated value of in 2 years is, using (.20), a(2) = [ 0.06 ] 8 =.3. 4 Note that this can also be calculated as ( + i) 2 =(.0622) 2 =.3. Exaple.2: The discount rate of a 6-onth Treasury Bill is 8% per annu, what is the annual effective rate of interest? What is the accuulated value of in 3 years?

16 6 CHAPTER Solution: The rate of interest charged for the 6-onth period is =4.7%. Therefore, the annualized equivalent noinal rate of interest copounded seiannually is = 8.34%, and the annual effective rate of interest is (.047) 2 =8.5%. The accuulated value of in 3 years is [ a(3) = 0.08 ] 6 =.28, 2 which can also be coputed as.6 Force of Interest ( + i) 3 =(.085) 3 =.28. Given any accuulation function a(t), the effective rate of interest over the tie interval (t, t + t) can be coputed as i(t, t + t) using (.5), which easures how fast the investent accuulates in value at tie t. The rate coputed by (.5), however, is not annualized. But if we divide i(t, t + t) by t, we obtain the rate of interest of the investent per unit tie in the interval (t, t + t) (if t is in years, the rate of interest is per annu). A particularly interesting question is the instantaneous rate, which is obtained when t is infinitesially sall. Thus, we consider i(t,t+ t) t when t tends to zero, which is given by [ ] a(t + t) a(t) = li t 0 t a(t) i(t, t + t) li t 0 t = a(t) li t 0 [ ] a(t + t) a(t) t = a (t) a(t), (.24)

17 Interest Accuulation and Tie Value of Money 7 where a (t) is the derivative of a(t) with respect to t. Thus, we define δ(t) = a (t) a(t), (.25) which is called the force of interest. As (.24) shows, the force of interest is the instantaneous rate of increase of the accuulated aount, a (t), as a percentage of the accuulated aount at tie t, a(t). Given a(t), the force of interest δ(t) can be coputed using (.25). Now we show that the coputation can be reversed, i.e., given δ(t) we can copute a(t). First, we note that (.25) can be written as fro which we have t 0 δ(t) = δ(s) ds = d ln a(t), dt t 0 d ln a(s) = lna(s) ] t 0 = lna(t) ln a(0) = lna(t), as a(0) =. Hence, we conclude ( t ) a(t) =exp δ(s) ds. (.26) 0 Equation (.26) provides the ethod to calculate the accuulation function given the force of interest. In the case when the force of interest is constant (not varying with t), we denote δ(t) δ, and the integral in (.26) becoes δt. Thus, we have a(t) =e δt. (.27) Coparing (.27) with (.9) we can see that if the force of interest is constant, it is equal to the continuously copounded rate of interest, i.e., r = δ. We now derive the force of interest for the siple- and copound-interest ethods. For the siple-interest ethod, we obtain, fro (.2), a (t) =r, so that δ(t) = r, for t 0. (.28) +rt

18 8 CHAPTER Hence, δ(t) decreases as t increases. In other words, the instantaneous rate of interest as a percentage of the accuulated aount drops with tie. For the copound-interest ethod, we have, fro (.4) and Appendix A.6 (with i replacing r irrespective of the copounding frequency), a (t) =(+i) t ln( + i), so that δ(t) = ( + i)t ln( + i) ( + i) t =ln(+i). (.29) Thus, δ(t) does not vary with tie and we write δ(t) δ, fro which equation (.29) iplies e δ =+i. Coparing this with (.2), we again conclude that the force of interest is the continuously copounded rate of interest. Exaple.3: A fund accuulates at a siple-interest rate of 5%. Another fund accuulates at a copound-interest rate of 4%, payable yearly. When will the force of interest be the sae for the two funds? After this tie, which fund will have a higher force of interest? Solution: Fro (.28), the force of interest of the siple-interest fund at tie t is δ(t) = t. Fro (.29), the force of interest of the copound-interest fund is ln(.04) at any tie. The two funds have the sae force of interest when t =ln(.04), i.e., 0.05 ln(.04) t = =5.4967, 0.05 ln(.04) after which the force of interest of the siple-interest fund reains lower than that of the copound-interest fund. Exaple.4: If a fund accuulates at force of interest δ(t) =0.02t, find the annual effective rate of interest over 2 years and 5 years.

19 Interest Accuulation and Tie Value of Money 9 Solution: Fro (.26), we have ( 2 ) a(2) = exp 0.02sds 0 ( =exp 0.0s 2] 2 0 ) = e We solve the annual effective rate of interest i over the 2-year period fro the equation (copare this with (.3)) ( + i) 2 = e 0.04 to obtain i = e 0.02 =2.02%. Siilarly, ( a(5) = exp 0.0s 2] ) 5 = e 0.25, 0 so that the annual effective rate of interest i over the 5-year period satisfies and we obtain.7 Present and Future Values ( + i) 5 = e 0.25 i = e 0.05 =5.3%. At the effective rate of interest i, a -unit investent today will accuulate to ( + i) units at the end of the year. In this respect, the accuulated aount ( + i) is also called the future value of at the end of the year. Siilarly, the future value of at the end of year t is ( + i) t. This is the aount of oney you can get t years later if you invest unit today at the effective rate i. Soeties it ay be desirable to find the initial investent that will accuulate to a targeted aount after a certain period of tie. For exaple, a +i-unit payent invested today will accuulate to unit at the end of the year. Thus, +i is called the present value of to be paid at the end of year. Extending the tie frae to t years, the present value of due at the end of year t is (+i). t Exaple.5: Given i =6%, calculate the present value of to be paid at (a) the end of year, (b) the end of year 5 and (c) 6.5 years. Solution: (a) The present value of to be paid at the end of year is =

20 20 CHAPTER The answers to (b) and (c) are, respectively, ( ) 5 = and ( ) 6.5 = Exaple.6: An insurance agent offers a policy that pays a lup su of $50,000 five years later. If the effective rate of interest is 8%, how uch would you pay for the plan? Solution: The fair aount to pay for this policy is the present value of the lup su, which is equal to 50,000 (.08) 5 = $34, Exaple.7: A person wants to accuulate $00,000 eight years fro today to sponsor his son s education. If an investent plan offers hi 8% copounded onthly, what aount ust he invest today? Solution: We first calculate the effective rate of interest, which is [ ] 2 =8.30%. 2 The aount required today is 00,000 (.083) 8 = $52,84.6. We now denote v = +i, (.30) which is the present value of due year later. It is also called the discount factor, as ultiplying a payent at the end of the year by v gives its present value. Cobining (.7) and (.30), we obtain d = iv, (.3)

21 Interest Accuulation and Tie Value of Money 2 so that the present value of i is d. Also, v + d = +i + i =, (.32) +i which says that a unit payent at tie is the su of its present value and discount. Since a() = + i, (.30) can also be written as v = a(), which says that the present value of due year later is the reciprocal of the accuulation function evaluated at tie t =. For a general tie t, we denote v(t) as the present value of to be paid at tie t. Then v(t) = ( + i) t = a(t), (.33) which is the discount factor for payents at tie t. The above calculations apply to the case of the copound-interest ethod with a constant effective rate of interest. For a general accuulation function a( ), the discount factor for payents at tie t is v(t) = a(t). Thus, when the siple-interest ethod is used, the present value of due t years later at the noinal rate of interest r is v(t) = a(t) = +rt. (.34) Exaple.8: Find the su of the present values of two payents of $00 each to be paid at the end of year 4 and 9, if (a) interest is copounded seiannually at the noinal rate of 8% per year, and (b) the siple-interest ethod at 8% per year is used. Solution: We first calculate the discount factors v(4) and v(9). For case (a), the effective rate of interest is (.04) 2 =0.086, so that v(4) = (.086) 4 =0.7307

22 22 CHAPTER and v(9) = (.086) 9 = Hence, the present value of the two payents is For case (b), we have 00( ) = $ v(4) = = and v(9) = =0.584, so that the present value of the two payents is 00( ) = $ Note that as the accuulation function for siple interest grows slower than that for copound interest, the present value of the siple-interest ethod is higher. We now consider a payent of at a future tie τ. What is the future value of this payent at tie t>τ? The answer to this question depends on how a payent at a future tie accuulates with interest. Let us assue that any future payent starts to accuulate interest following the sae accuulation function as a payent ade at tie 0. 2 As the -unit payent at tie τ earns interest over a period of t τ until tie t, its accuulated value at tie t is a(t τ). However, if we consider a different scenario in which the -unit aount at tie τ has been accuulated fro tie 0 and is not a new investent, what is the future value of this aount at tie t? To answer this question, we first deterine the invested aount at tie 0, which is the present value of due at tie τ, i.e., a(τ). The future value of this investent at tie t is then given by a(t) a(t) = a(τ) a(τ). 2 We adopt this assuption for the purpose of defining future values for future payents. It is not claied that the current accuulation function applies to all future investents in practice.

23 Interest Accuulation and Tie Value of Money 23 We can see that the future values of the two investents, i.e., a -unit investent at tie τ versus a -unit aount at tie τ accuulated fro tie 0, are not necessarily the sae. However, they are equal if a(t τ) = a(t) a(τ) (.35) for t > τ > 0. Figure. illustrates the evaluation of the future values at tie t of these two investents. Note that copound-interest accuulation satisfies the condition (.35). The principal at tie τ accuulates interest at the rate of i per year, whether the principal is invested at tie τ or is accuulated fro the past. Specifically, we have a(t) ( + i)t = a(τ) ( + i) τ =(+i)t τ = a(t τ). In contrast, siple-interest accuulation does not satisfy condition (.35). The future value at tie t of a unit payent at tie τ is a(t τ) =+r(t τ). However, we have a(t) a(τ) = +rt +rτ = +rτ + r(t τ) +rτ =+ r(t τ) +rτ < +r(t τ) =a(t τ). The discrepancy is due to the fact that only the principal of a(τ) invested at tie 0 is paid interest in the period τ to t, although the principal has accuulated to unit at tie τ. On the other hand, if unit of payent is invested at tie τ, thisisthe aount that generates interest in the period τ to t. Figure.: Present and future values of unit payent at tie τ future value a(t) a(τ) Dollar a(τ) present value future value a(t τ) Tie 0 τ t

24 24 CHAPTER Exaple.9: Let a(t) =0.02t 2 +. Calculate the future value of an investent at t =5consisting of a payent of now and a payent of 2 at t =3.Youay assue that future payents earn the current accuulation function. Solution: The future value at tie 5 is a(5) + 2 a(2) = [0.02(5) 2 +]+2[0.02(2) 2 +]=3.66. Exaple.20: Let δ(t) =0.0t. Calculate the future value of an investent at t =5consisting of a payent of now and a payent of 2 at t =2. You ay assue that future payents earn the current accuulation function. Solution: which is We first derive the accuulation function fro the force of interest, ( t ) a(t) =exp 0.0sds =exp(0.005t 2 ). 0 Thus, a(5) = exp(0.25) =.33 and a(3) = exp(0.045) =.0460, fro which we obtain the future value of the investent as.8 Equation of Value a(5) + 2 a(3) = (.0460) = Consider a strea of cash flows occurring at different ties. The present value of the cash flows is equal to the su of the present values of each payent. To fix ideas, assue the payents are of values C j occurring at tie j =0,,,n,and copound-interest accuulation is adopted. If the annual effective rate of interest is i with corresponding discount factor v, the present value P of the cash flows is given by n P = C j v j (.36) j=0 and the future value F of the cash flows at tie n is n n F =(+i) n P =(+i) n C j v j = C j ( + i) n j. (.37) j=0 j=0

25 Interest Accuulation and Tie Value of Money 25 Thus, equations (.36) and (.37) involve the quantities P, F, C j, i and n. 3 We call these the equations of value. GivenC j, i and n, P and F can be calculated straightforwardly. Alternatively, if C j and i are given, we can calculate the tie n given the present value P or future value F. The exaples below illustrate this point. Exaple.2: At the annual effective rate of interest i, when will an initial principal be doubled? Solution: This requires us to solve for n fro the equation (note that C j =0for j>0, andweletc 0 =and F =2) ( + i) n =2, fro which n = ln(2) ln( + i). Thus, n is generally not an integer but can be solved exactly fro the above equation. To obtain an approxiate solution for n, we note that ln(2) = so that n = i i ln( + i). We approxiate the last fraction in the above equation by taking i = 0.08 to obtain n i.0395 = i Thus, n can be calculated approxiately by dividing 0.72 by the effective rate of interest. This is called the rule of 72. It provides a surprisingly accurate approxiation to n for a wide range of values of i. For exaple, when i =2%,the approxiation gives n = 36 while the exact value is 35. When i = 4%, the approxiate value is 5.4 while the exact value is Exaple.22: How long will it take for $00 to accuulate to $300 if interest is copounded quarterly at the noinal rate of 6% per year? 3 Note that as we are assuing copound interest, (.35) holds. Thus, we can copute the future value of future payents as the future value of their corresponding present values, as in equation (.37).

26 26 CHAPTER Solution: Over one quarter, the interest rate is.5%. With C 0 = $00, C j =0 for j>0, andf = $300, fro (.37) the equation of value is (n is in quarters) 300 = 00(.05) n, so that i.e., 8.45 years. n = ln(3) ln(.05) =73.79 quarters, Another proble is the solution of the rate of interest that will give rise to a targeted present value or future value with given cash flows. The exaple below illustrates this point. Exaple.23: A student takes out a tuition loan of $5,000, and is required to pay back with a step-up payent $7,000 in year and $8,500 in year 2. What is the effective rate of interest she is charged? Solution: The equation of value is, fro (.36), 5,000 = 7,000v +8,500v 2. Solving for the quadratic equation (see Appendix A.3), we obtain, after dropping thenegativeroot, which iplies v = =0.979, i = =2.4%. Note that the solution of the above proble can be obtained analytically by solving a quadratic equation, as there are only two payents. When there are ore payents, the solution will require the use of nuerical ethods, the details of which can be found in Chapter 4.

27 Interest Accuulation and Tie Value of Money 27 Exaple.24: A savings fund requires the investor to pay an equal aount of installent each year for 3 years, with the first installent to be paid iediately. At the end of the 3 years, a lup su will be paid back to the investor. If the effective interest rate is 5%, what is the aount of the installent such that the investor can receive a lup su of $0,000? Solution: Let k be the installent. Fro (.37), the equation of value is 0,000 = k[(.05) 3 +(.05) ] = 3.3k, so that the installent is k = 0, =$3, It can be observed that if the horizon of the savings fund is long, the coputation of the above can be quite tedious. In the next chapter, we will see how the coputation can be ade easier for installents over a long horizon..9 Suary. The aount function and accuulation function trace the accuulation of an investent over a period of tie. The interest incurred in each period can be calculated fro the aount function. 2. The siple-interest and copound-interest ethods are two coonly used ethods for calculating interest incurred. For the copound-interest ethod, the frequency of copounding is an iportant deterinant of how interest accrues. To copare schees with different copounding frequencies, the effective rate of interest should be used. 3. Discount instruents are popular in raising short-ter loans. The effective rate of interest is always higher than the discount rate as the effective principal is less than the noinal principal or face value. 4. The force of interest is the instantaneous rate of interest as a percentage of the accuulated aount. It is a useful easure of how investent accuulates, especially when the rate of interest is tie varying. If the force of interest is constant, it is equal to the continuously copounded rate of interest. 5. The present value of a strea of payents is equal to the su of the present values of each payent. It aggregates the payents by properly weighting each of the by a discount factor that takes account of the differences in the tie the payents are ade.

28 28 CHAPTER 6. The equation of value links the present value or the future value with the installents, the period of the payents and the interest rate. It can be used to solve for one variable given the others. 7. Table.3 suarizes the accuulated value and present value for various accuulation ethods. Exercises. An investor invests $20,000 into a fund for 4 years. The annual noinal interest rate reains at 8% in each year although it is convertible seiannually in the first year, quarterly in the second year, bi-onthly in the third year, and onthly in the fourth year. Find the accuulated value of the fund at the end of the fourth year..2 For the copound-interest ethod over fraction of a copounding period, show that the second ethod described in Section.3 provides a larger accuulation aount over the first ethod..3 If A(4) =,200 and i(t) =0.0t 2,findI(5) and A(6)..4 It is given that A(0) = 300,I() = 5,I(2) = 7,I(3) = 9 and I(4) = 4. Find A(3) and i(4)..5 Find the accuulated value of $,000 at the end of the fourth year (a) if the siple discount rate is 6% per annu, (b) if the siple interest rate is 6% per annu, (c) if the effective rate of interest is 6% per annu, (d) if the annual noinal interest rate is 6% payable quarterly, (e) if the annual noinal discount rate is 6% copounded onthly, (f) if the constant force of interest is 6% per annu..6 Assue that a(t) =ln(0.5t 2 + e)+0.05t 0.3,find (a) i(2) and i(3), (b) the aount of interest earned in the third period if the principal is $,200.

29 Table.3: Suary of accuulated value and present value forulas (all rates quoted per year) Freq of Rate of Future value Present value of Accuulation conversion interest or of at tie t due at tie t Equations ethod per year discount (in years): a(t) (in years): /a(t) in book Rearks Copound r (= i) ( + r) t ( + r) t (.4) also applies to interest non-integer t>0 [ Copound r () interest + r() ] t [ + r() ] t (.6) > if copounding is ore frequent than annually Copound r e rt e rt (.9) r is the constant interest force of interest δ Copound d ( d) t ( d) t (.4), (.7) discount d() d() Copound d () [ ] t [ ] t (.9) >for loan period discount shorter than year Siple r +rt ( + rt) (.2) interest Siple d ( dt) dt (.23) discount Interest Accuulation and Tie Value of Money 29

30 30 CHAPTER.7 It is given that i(t) = t. (a) Find a(t) for t beinganinteger. (b) If the principal is $00, find the total aount of interest earned in year 3, 4 and 5..8 Which of the following is a valid accuulation function? (a) a(t) =t 2 +2t +2, (b) a(t) =t 2 2t +, (c) a(t) =t 2 +2t +..9 If d (4) =0.0985, find (a) i, (b) d (2), (c) r (4), (d) δ, (e) a(t)..0 A security is sold at a discount of 7%, copounded seiannually. Find the effective rate of interest.. Prove that i d = id by using forulas (.30) and (.3). What does this relation tell you?.2 $,500 is deposited into a savings account that pays 3.5% interest with onthly copounding. What is the accuulated aount after four and a quarter years? What is the aount of interest earned over this period?.3 $0,000 is deposited into a savings account that earns 3% per annu copounded quarterly. (a) How uch interest will be credited in the second onth? (b) How uch interest will be credited in the second year?.4 Using the rule of 72, calculate the approxiate nuber of years for an initial principal to double if the annual effective rate of interest is 4%. Copare your answer with the true value.

31 Interest Accuulation and Tie Value of Money 3.5 Find the present value of $500 to be paid at the end of 28 onths. (a) if the noinal interest rate is 6% convertible onthly, (b) if the noinal discount rate is 6% copounded every 4 onths, (c) if the noinal interest rate is 4% copounded seiannually, (d) if the noinal discount rate is 5% payable annually. Apply the siple-interest ethod for the reaining fraction of the conversion period if necessary..6 When does the rule of 72 hold exactly?.7 You wish to borrow $0,000. The following is the inforation you gathered fro two lenders: (a) Lender A charges 7% copounded quarterly, (b) Lender B charges an annual effective rate of interest of 7.25%. Which lender would you choose?.8 A Treasury Bill for $00 is purchased for $95 four onths before due. Find the noinal rate of discount convertible three ties a year earned by the purchaser..9 You are given the following strea of cash flows: t C t Find the present value and the future value (after 5 years) of the cash flows evaluated at i =2%..20 (a) Extend forula (.36) to the case when the interest rate is not constant over tie.

32 32 CHAPTER (b) It is given that t v(t) Find the present value of the following strea of payents:.2 Let v(t) = t. (a) Find i(),i(2) and i(3). (b) How is the interest credited? t C t ($) 0, Beda wishes to accuulate $3,000 in a fund at the end of 4 years. He akes deposits of $K, $2K, $3K at the beginning of year, 2 and 3, respectively. Find the value of K if the fund earns (a) siple interest of 5% per year, (b) copound interest of 5% per year..23 Eddy deposits $2,000 into a savings account. The bank credits interest at arateofi convertible yearly for the first 4 years and a noinal rate of 4i convertible quarterly thereafter. If the accuulated value of the account is $2,98.70 after 6 years, find the accuulated value of the account after 8.5 years..24 Ada pays $,000 today and $,200 after 2 years to Andrew in exchange for a payent of $2,98 one year fro today. (a) Set up an equation of value with i as unknown by equating the future values of the two cash-flow streas. (b) Solve the equation of value obtained in (a). (c) What can you observe?

33 Interest Accuulation and Tie Value of Money $2,000 is put into an account which credits interest at 4% per annu and $,500 is put into another account which credits interest at 6% per annu. How long does it take for the balances of the two accounts to be equal? Apply the copound-interest ethod for the reaining fraction of the conversion period..26 $2,000 is put into an account which credits interest at 4% per annu and $,500 is put into another account which credits interest at 6% per annu. How long does it take for the balances of the two accounts to be equal? Apply the siple-interest ethod for the reaining fraction of the conversion period. Copare your answer with that in Exercise Which of the following are valid graphs for the aount function A(t)? A(t) A(t) t t.28 Irene invests $5,000 in an account that credits interest during the first two years at a noinal interest rate of r (2) convertible seiannually. During the third year, the account earns interest at a noinal discount rate of d (4) convertible quarterly. At the end of the third year, the fund has accuulated to $5, If r (2) = d (4) = x,findx. A(t) A(t) t t.29 Betty deposits $200 at the beginning of each year for 0 years into an account which credits siple interest at an annual interest rate of i payable every year. Find i if the accuulated value is $2,440 after 0 years..30 You are given the following inforation:

34 34 CHAPTER t v(t) (a) You want to accuulate $0,000 five years fro today. What aount should you invest today? (b) You want to accuulate $0,000 five years fro today by two installents of equal aount, to be paid at the beginning of the first and the third year. How uch are the two installents? You ay follow the assuption in Section.7 for the coputation of the future value of future payents..3 The present value of two payents, the first payent of $500 paid at the end of n years, and the second payent of $,000 at the end of 2n years, is $,58. If i =4%, find the value of n..32 Albert takes out a loan of $30,000, and is required to pay back with a payent of $20,000 at the end of the second year, and $,000 at the end the fourth year. Interest is payable quarterly. What is the noinal rate of interest charged on the loan?.33 Let a(t) = for 0 t< t (a) Draw the graph of v(t) for 0 t<00. (b) How is the interest credited?.34 Let A(t) =t 2 +2t +4.Findδ(5)..35 Which of the following are properties of the force of interest δ(t)? (a) It is non-negative. (b) It is increasing with t. (c) It is continuous..36 Assue that δ(t) = and A(0) = 00. Find the aount of interest 0( + t) 3 earned in the fifth year.

35 Interest Accuulation and Tie Value of Money Calculate the future value of an investent at t =5consisting of a payent of at t =2and a payent of 3 at t =4,if (a) a(t) =+0.05t, (b) a(t) =(.05) t, (c) δ(t) =0.05t..38 In Fund P, oney accuulates at a force of interest δ(t) whose graph is given below (t) (a) Find a(5). (b) Fund Q accuulates at a constant force of interest δ Q.Ifthevalueof the two funds are equal at t =0and t =5,findδ Q..39 You are given the following strea of cash flows: t C t t Find the present value of the cash flows given that the noinal rate of interest is 8% copounded half-yearly..40 Certificates of deposit (CDs) are short- to ediu-ter investent instruents issued by banks which provides a fixed rate of interest for a period of tie. CDs offer stability in interest earned but have penalty for early withdrawal. A -year CD pays a noinal rate of interest of 8% copounded quarterly. You are offered two options of penalty for early withdrawal:

36 36 CHAPTER (a) loss of 3-onth interest; (b) a reduction in the noinal rate of interest to 6%. If you wish to withdraw after 9 onths, which option would you choose? Advanced Probles.4 (a) For c>0, letf(x) =+cx and g(x) =(+c) x,where0 x. () Show that f(0) = g(0), andf() = g(). (2) By using the fact that g( ) is increasing in x, show that f(x) g(x) for 0 x. (3) Letting c = r in (a)(2), what conclusion can you draw? (b) Let [x] be the integer part of x. For exaples, [4.2] = 4, [9.99] = 9 and [] =. By using the result in (a)(2), show that for t 0, ( ) t [t] ( ) + r() t [t] +r (). (c) Prove that when the loan period is not an integer ultiple of the copounding period, applying the siple-interest ethod for the reaining fraction of the conversion part always gives a larger accuulation function when copared with extending (.6) to any t The following graphs plot the force of interest for Fund X and Fund Y for 0 t 0. X (t) Y (t) t 2 0 t Find the points in tie at which the values of the accuulation functions of the two funds are equal.

37 Interest Accuulation and Tie Value of Money Assue that the force of interest is constant over tie. Let the constant force of interest be δ and the equivalent effective rate of interest and discount be i and d, respectively. (a) Express δ in ters of i. (b) Express δ in ters of d. (c) By using the Taylor s expansion ln( + x) = ( ) k x k k= k = x x2 2 + x3 3 x4 4 +, and the expressions in (a) and (b), show that δ = [ i + d i2 d 2 + i3 + d 3 + i4 d ] +. The forula above shows that δ is very close to the average of i and d.

MAT 3788 Lecture 3, Feb

MAT 3788 Lecture 3, Feb The Tie Value of Money MAT 3788 Lecture 3, Feb 010 The Tie Value of Money and Interest Rates Prof. Boyan Kostadinov, City Tech of CUNY Everyone is failiar with the saying "tie is oney" and in finance there

More information

Analysis of the purchase option of computers

Analysis of the purchase option of computers Analysis of the of coputers N. Ahituv and I. Borovits Faculty of Manageent, The Leon Recanati Graduate School of Business Adinistration, Tel-Aviv University, University Capus, Raat-Aviv, Tel-Aviv, Israel

More information

III. Valuation Framework for CDS options

III. Valuation Framework for CDS options III. Valuation Fraework for CDS options In siulation, the underlying asset price is the ost iportant variable. The suitable dynaics is selected to describe the underlying spreads. The relevant paraeters

More information

Survey of Math: Chapter 21: Consumer Finance Savings Page 1

Survey of Math: Chapter 21: Consumer Finance Savings Page 1 Survey of Math: Chapter 21: Consuer Finance Savings Page 1 The atheatical concepts we use to describe finance are also used to describe how populations of organiss vary over tie, how disease spreads through

More information

The Institute of Chartered Accountants of Sri Lanka

The Institute of Chartered Accountants of Sri Lanka The Institute of Chartered Accountants of Sri Lanka Executive Diploa in Business and Accounting Financial Matheatics Financial Matheatics deals with probles of investing Money, or Capital. If the investor

More information

Introductory Financial Mathematics DSC1630

Introductory Financial Mathematics DSC1630 /2015 Tutorial Letter 201/1/2015 Introductory Financial Matheatics DSC1630 Seester 1 Departent of Decision Sciences Iportant Inforation: This tutorial letter contains the solutions of Assignent 01. Bar

More information

DSC1630. Tutorial letter 201/1/2014. Introductory Financial Mathematics. Semester 1. Department of Decision Sciences DSC1630/201/1/2014

DSC1630. Tutorial letter 201/1/2014. Introductory Financial Mathematics. Semester 1. Department of Decision Sciences DSC1630/201/1/2014 DSC1630/201/1/2014 Tutorial letter 201/1/2014 Introductory Financial Matheatics DSC1630 Seester 1 Departent of Decision Sciences IMPORTANT INFORMATION: This tutorial letter contains solutions to the assignents

More information

CHAPTER 2: FUTURES MARKETS AND THE USE OF FUTURES FOR HEDGING

CHAPTER 2: FUTURES MARKETS AND THE USE OF FUTURES FOR HEDGING CHAPER : FUURES MARKES AND HE USE OF FUURES FOR HEDGING Futures contracts are agreeents to buy or sell an asset in the future for a certain price. Unlike forward contracts, they are usually traded on an

More information

Variance Swaps and Non-Constant Vega

Variance Swaps and Non-Constant Vega Variance Swaps and Non-Constant Vega David E. Kuenzi Head of Risk anageent and Quantitative Research Glenwood Capital Investents, LLC 3 N. Wacker Drive, Suite 8 Chicago, IL 666 dkuenzi@glenwood.co Phone

More information

Construction Methods.. Ch.-2- Factors Affecting the Selection of Construction Equipment

Construction Methods.. Ch.-2- Factors Affecting the Selection of Construction Equipment Construction Methods.. Ch.-2- Factors Affecting the Selection of Construction Equipent Chapter 2 Factors Affecting the Selection of Construction Equipent 2. Factors Affecting the Selection of Construction

More information

See Market liquidity: Research Findings and Selected Policy Implications in BIS (1999) for the various dimensions of liquidity.

See Market liquidity: Research Findings and Selected Policy Implications in BIS (1999) for the various dimensions of liquidity. Estiating liquidity preia in the Spanish Governent securities arket 1 Francisco Alonso, Roberto Blanco, Ana del Río, Alicia Sanchís, Banco de España Abstract This paper investigates the presence of liquidity

More information

S old. S new. Old p D. Old q. New q

S old. S new. Old p D. Old q. New q Proble Set 1: Solutions ECON 301: Interediate Microeconoics Prof. Marek Weretka Proble 1 (Fro Varian Chapter 1) In this proble, the supply curve shifts to the left as soe of the apartents are converted

More information

Bond Duration. Floyd Vest

Bond Duration. Floyd Vest Bond Duration Floyd Vest It is well known that when arket interest rates change, the price of a bond, or the share prices in a bond fund, changes. Bond duration is widely used to estiate the change in

More information

Financial Risk: Credit Risk, Lecture 1

Financial Risk: Credit Risk, Lecture 1 Financial Risk: Credit Risk, Lecture 1 Alexander Herbertsson Centre For Finance/Departent of Econoics School of Econoics, Business and Law, University of Gothenburg E-ail: alexander.herbertsson@cff.gu.se

More information

Introduction to Risk, Return and the Opportunity Cost of Capital

Introduction to Risk, Return and the Opportunity Cost of Capital Introduction to Risk, Return and the Opportunity Cost of Capital Alexander Krüger, 008-09-30 Definitions and Forulas Investent risk There are three basic questions arising when we start thinking about

More information

PRODUCTION COSTS MANAGEMENT BY MEANS OF INDIRECT COST ALLOCATED MODEL

PRODUCTION COSTS MANAGEMENT BY MEANS OF INDIRECT COST ALLOCATED MODEL PRODUCTION COSTS MANAGEMENT BY MEANS OF INDIRECT COST ALLOCATED MODEL Berislav Bolfek 1, Jasna Vujčić 2 1 Polytechnic Slavonski Brod, Croatia, berislav.bolfek@vusb.hr 2 High school ''Matija Antun Reljković'',

More information

... About Higher Moments

... About Higher Moments WHAT PRACTITIONERS NEED TO KNOW...... About Higher Moents Mark P. Kritzan In financial analysis, a return distribution is coonly described by its expected return and standard deviation. For exaple, the

More information

Handelsbanken Debt Security Index Base Methodology. Version September 2017

Handelsbanken Debt Security Index Base Methodology. Version September 2017 Handelsbanken Debt Security Index Base ethodology Version 1.0 22 Septeber 2017 Contents 1 Introduction... 3 2 Description... 3 3 General Ters... 3 4 Iportant Inforation... 4 5 Definitions... 5 5.1 iscellaneous...

More information

BERMUDA NATIONAL PENSION SCHEME (GENERAL) REGULATIONS 1999 BR 82 / 1999

BERMUDA NATIONAL PENSION SCHEME (GENERAL) REGULATIONS 1999 BR 82 / 1999 QUO FA T A F U E R N T BERMUDA NATIONAL PENSION SCHEME (GENERAL) REGULATIONS 1999 BR 82 / 1999 TABLE OF CONTENTS 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 Citation Interpretation PART 1 PRELIMINARY PART II REGISTRATION

More information

Staff Memo N O 2005/11. Documentation of the method used by Norges Bank for estimating implied forward interest rates.

Staff Memo N O 2005/11. Documentation of the method used by Norges Bank for estimating implied forward interest rates. N O 005/ Oslo Noveber 4, 005 Staff Meo Departent for Market Operations and Analysis Docuentation of the ethod used by Norges Bank for estiating iplied forward interest rates by Gaute Myklebust Publications

More information

A NUMERICAL EXAMPLE FOR PORTFOLIO OPTIMIZATION. In 2003, I collected data on 20 stocks, which are listed below: Berkshire-Hathaway B. Citigroup, Inc.

A NUMERICAL EXAMPLE FOR PORTFOLIO OPTIMIZATION. In 2003, I collected data on 20 stocks, which are listed below: Berkshire-Hathaway B. Citigroup, Inc. A NUMERICAL EXAMPLE FOR PORTFOLIO OPTIMIZATION In 3, I collected data on stocks, which are listed below: Sybol ADBE AMZN BA BRKB C CAT CSCO DD FDX GE GLW GM INTC JNJ KO MO MSFT RTN SBC Nae Adobe Systes

More information

Who Gains and Who Loses from the 2011 Debit Card Interchange Fee Reform?

Who Gains and Who Loses from the 2011 Debit Card Interchange Fee Reform? No. 12-6 Who Gains and Who Loses fro the 2011 Debit Card Interchange Fee Refor? Abstract: Oz Shy In October 2011, new rules governing debit card interchange fees becae effective in the United States. These

More information

A Description of Swedish Producer and Import Price Indices PPI, EXPI and IMPI

A Description of Swedish Producer and Import Price Indices PPI, EXPI and IMPI STATSTCS SWEDE Rev. 2010-12-20 1(10) A Description of Swedish roducer and port rice ndices, EX and M The rice indices in roducer and port stages () ai to show the average change in prices in producer and

More information

Garrison Schlauch - CLAS. This handout covers every type of utility function you will see in Econ 10A.

Garrison Schlauch - CLAS. This handout covers every type of utility function you will see in Econ 10A. This handout covers every type of utility function you will see in Econ 0A. Budget Constraint Unfortunately, we don t have unliited oney, and things cost oney. To siplify our analysis of constrained utility

More information

\Notes" Yuri Y. Boykov. 4 August Analytic approximation of. In this chapter we apply the method of lines to approximate values of several

\Notes Yuri Y. Boykov. 4 August Analytic approximation of. In this chapter we apply the method of lines to approximate values of several \Notes" Yuri Y. Boyov 4 August 1996 Part II Analytic approxiation of soe exotic options 1 Introduction In this chapter we apply the ethod of lines to approxiate values of several options of both European

More information

Catastrophe Insurance Products in Markov Jump Diffusion Model

Catastrophe Insurance Products in Markov Jump Diffusion Model Catastrophe Insurance Products in Markov Jup Diffusion Model (Topic of paper: Risk anageent of an insurance enterprise) in Shih-Kuei Assistant Professor Departent of Finance National University of Kaohsiung

More information

Hiding Loan Losses: How to Do It? How to Eliminate It?

Hiding Loan Losses: How to Do It? How to Eliminate It? ömföäflsäafaäsflassflassf ffffffffffffffffffffffffffffffffffff Discussion Papers Hiding oan osses: How to Do It? How to Eliinate It? J P. Niiniäki Helsinki School of Econoics and HECER Discussion Paper

More information

The Institute of Chartered Accountants of Sri Lanka

The Institute of Chartered Accountants of Sri Lanka The Institute of Chartered Accountants of Sri Lanka Quantitative Methods for Business Studies Handout 06: Investent Appraisal Investent Appraisal Investent appraisal is called as capital budgeting. It

More information

4. Martha S. has a choice of two assets: The first is a risk-free asset that offers a rate of return of r

4. Martha S. has a choice of two assets: The first is a risk-free asset that offers a rate of return of r Spring 009 010 / IA 350, Interediate Microeconoics / Proble Set 3 1. Suppose that a stock has a beta of 1.5, the return of the arket is 10%, and the risk-free rate of return is 5%. What is the expected

More information

Corrective Taxation versus Liability

Corrective Taxation versus Liability Aerican Econoic Review: Papers & Proceedings 2011, 101:3, 273 276 http://www.aeaweb.org/articles.php?doi=10.1257/aer.101.3.273 Law and Econoics Corrective Taxation versus Liability By Steven Shavell* Since

More information

ASSESSING CREDIT LOSS DISTRIBUTIONS FOR INDIVIDUAL BORROWERS AND CREDIT PORTFOLIOS. BAYESIAN MULTI-PERIOD MODEL VS. BASEL II MODEL.

ASSESSING CREDIT LOSS DISTRIBUTIONS FOR INDIVIDUAL BORROWERS AND CREDIT PORTFOLIOS. BAYESIAN MULTI-PERIOD MODEL VS. BASEL II MODEL. ASSESSING CREIT LOSS ISTRIBUTIONS FOR INIVIUAL BORROWERS AN CREIT PORTFOLIOS. BAYESIAN ULTI-PERIO OEL VS. BASEL II OEL. Leonid V. Philosophov,. Sc., Professor, oscow Coittee of Bankruptcy Affairs. 33 47

More information

AIM V.I. Small Cap Equity Fund

AIM V.I. Small Cap Equity Fund AIM V.I. Sall Cap Equity Fund PROSPECTUS May 1, 2009 Series I shares Shares of the fund are currently offered only to insurance copany separate accounts funding variable annuity contracts and variable

More information

An alternative route to performance hypothesis testing Received (in revised form): 7th November, 2003

An alternative route to performance hypothesis testing Received (in revised form): 7th November, 2003 An alternative route to perforance hypothesis testing Received (in revised for): 7th Noveber, 3 Bernd Scherer heads Research for Deutsche Asset Manageent in Europe. Before joining Deutsche, he worked at

More information

Last For A Lifetime. Making Your Money. Why You Need to Know About Annuities

Last For A Lifetime. Making Your Money. Why You Need to Know About Annuities Making Your Money Last For A Lifetie Why You Need to Know About Annuities A Joint Project of The Actuarial Foundation and WISER, the Woen s Institute for a Secure Retireent Acknowledgeents Special thanks

More information

Recursive Inspection Games

Recursive Inspection Games Recursive Inspection Gaes Bernhard von Stengel February 7, 2016 arxiv:1412.0129v2 [cs.gt] 7 Feb 2016 Abstract We consider a sequential inspection gae where an inspector uses a liited nuber of inspections

More information

Stochastic Analysis of Life Insurance Surplus

Stochastic Analysis of Life Insurance Surplus Stochastic Analysis of Life Insurance Surplus Natalia Lysenko, Gary Parker Abstract The behaviour of insurance surplus over tie for a portfolio of hoogeneous life policies in an environent of stochastic

More information

Optimal Design Of English Auctions With Discrete Bid Levels*

Optimal Design Of English Auctions With Discrete Bid Levels* Optial Design Of English Auctions With Discrete Bid Levels* E. David, A. Rogers and N. R. Jennings Electronics and Coputer Science, University of Southapton, Southapton, SO7 BJ, UK. {ed,acr,nrj}@ecs.soton.ac.uk.

More information

Anatomy of an Investor Term Sheet

Anatomy of an Investor Term Sheet Anatoy of an Investor Ter Sheet By Andrew S. Whitan, Managing Partner Before you receive a ter sheet fro an investor, you should consider that traditional investors usually structure a ter sheet to protect

More information

Chapter 4 Rates of Change

Chapter 4 Rates of Change Capter 4 Rates of Cange In tis capter we will investigate ow fast one quantity canges in relation to anoter. Te first type of cange we investigate is te average rate of cange, or te rate a quantity canges

More information

An Analytical Solution to Reasonable Royalty Rate Calculations a

An Analytical Solution to Reasonable Royalty Rate Calculations a -0- An Analytical Solution to Reasonable Royalty Rate Calculations a Willia Choi b Roy Weinstein c July 000 Abstract The courts are increasingly encouraging use of ore rigorous, scientific approaches to

More information

Compensation Report. Fresenius Medical Care AG & Co. KGaA

Compensation Report. Fresenius Medical Care AG & Co. KGaA Copensation Report Fresenius Medical Care AG & Co. KGaA Copensation Report The copensation report of FMC-AG & Co. KGaA suarizes the ain eleents of the copensation syste for the ebers of the Manageent Board

More information

QED. Queen s Economics Department Working Paper No. 1088

QED. Queen s Economics Department Working Paper No. 1088 QED Queen s Econoics Departent Working Paper No. 1088 Regulation and Taxation of Casinos under State-Monopoly, Private Monopoly and Casino Association Regies Hasret Benar Eastern Mediterranean University

More information

State of Delaware VOYA PLAN and Your Voya Retirement Insurance and Annuity Company Investment Program - Plan-related Information

State of Delaware VOYA PLAN and Your Voya Retirement Insurance and Annuity Company Investment Program - Plan-related Information State of Delaware VOYA PLAN 664093 and 664094 Your Voya Retireent Insurance and Annuity Copany Investent Progra - Plan-related Inforation August 17,2016 The purpose of this docuent is to suarize certain

More information

"Inflation, Wealth And The Real Rate Of Interest"

Inflation, Wealth And The Real Rate Of Interest Econoic Staff Paper Series Econoics 3-1975 "Inflation, Wealth And The Real Rate Of Interest" Walter Enders Iowa State University Follow this and additional works at: http://lib.dr.iastate.edu/econ_las_staffpapers

More information

The Least-Squares Method for American Option Pricing

The Least-Squares Method for American Option Pricing U.U.D.M. Proect Report 29:6 The Least-Squares Method for Aerican Option Pricing Xueun Huang and Xuewen Huang Exaensarbete i ateatik, 3 hp + 5 hp Handledare och exainator: Macie Kliek Septeber 29 Departent

More information

Local Volatility Models. Copyright Changwei Xiong June last update: October 28, 2017

Local Volatility Models. Copyright Changwei Xiong June last update: October 28, 2017 Local Volatility Models Copyright Changwei Xiong 016 June 016 last update: October 8, 017 TABLE OF CONTENTS Table of Contents...1 1. ologorov Forward and Backward Equations... 1.1. ologorov Forward Equation...

More information

Why Do Large Investors Disclose Their Information?

Why Do Large Investors Disclose Their Information? Why Do Large Investors Disclose Their Inforation? Ying Liu Noveber 7, 2017 Abstract Large investors often advertise private inforation at private talks or in the edia. To analyse the incentives for inforation

More information

Capital Asset Pricing Model: The Criticisms and the Status Quo

Capital Asset Pricing Model: The Criticisms and the Status Quo Journal of Applied Sciences Research, 7(1): 33-41, 2011 ISSN 1819-544X This is a refereed journal and all articles are professionally screened and reviewed 33 ORIGINAL ARTICLES Capital Asset Pricing Model:

More information

QED. Queen s Economics Department Working Paper No Hasret Benar Department of Economics, Eastern Mediterranean University

QED. Queen s Economics Department Working Paper No Hasret Benar Department of Economics, Eastern Mediterranean University QED Queen s Econoics Departent Working Paper No. 1056 Regulation and Taxation of Casinos under State-Monopoly, Private Monopoly and Casino Association Regies Hasret Benar Departent of Econoics, Eastern

More information

CREDIT AND TRAINING PROVISION TO THE POOR BY VERTICALLY CONNECTED NGO S AND COMMERCIAL BANKS

CREDIT AND TRAINING PROVISION TO THE POOR BY VERTICALLY CONNECTED NGO S AND COMMERCIAL BANKS CREDIT AND TRAINING PROVISION TO THE POOR BY VERTICALLY CONNECTED NGO S AND COMMERCIAL BANKS Gherardo Gino Giuseppe Girardi Econoics, Finance and International Business London Metropolitan University g.girardi@londoneac.uk

More information

Appendix Table A1. MPC Stratified by Additional Variables

Appendix Table A1. MPC Stratified by Additional Variables Appendix Table A1. MPC Stratified by Additional Variables This table presents estiates of the MPC out of liquidity for groups of consuers stratified by whether they have low, ediu, or high levels of credit

More information

A Complete Example of an Optimal. Two-Bracket Income Tax

A Complete Example of an Optimal. Two-Bracket Income Tax A Coplete Exaple of an Optial Two-Bracket Incoe Tax Jean-François Wen Departent of Econoics University of Calgary March 6, 2014 Abstract I provide a siple odel that is solved analytically to yield tidy

More information

Performance Analysis of Online Anticipatory Algorithms for Large Multistage Stochastic Integer Programs

Performance Analysis of Online Anticipatory Algorithms for Large Multistage Stochastic Integer Programs Perforance Analysis of Online Anticipatory Algoriths for Large Multistage Stochastic Integer Progras Luc Mercier and Pascal Van Hentenryck Brown University {ercier,pvh}@cs.brown.edu Abstract Despite significant

More information

3: Balance Equations

3: Balance Equations 3.1 Balance Equations Accounts with Constant Interest Rates 15 3: Balance Equations Investments typically consist of giving up something today in the hope of greater benefits in the future, resulting in

More information

LECTURE 4: MIXED STRATEGIES (CONT D), BIMATRIX GAMES

LECTURE 4: MIXED STRATEGIES (CONT D), BIMATRIX GAMES LECTURE 4: MIXED STRATEGIES (CONT D), BIMATRIX GAMES Mixed Strategies in Matrix Gaes (revision) 2 ixed strategy: the player decides about the probabilities of the alternative strategies (su of the probabilities

More information

Exempt Organization Business Income Tax Return (and proxy tax under section 6033(e))

Exempt Organization Business Income Tax Return (and proxy tax under section 6033(e)) 6/7/216 1:39:49 AM 1 214 Return COMBINED JEWISH PHILANTHROPIES OF For 99-T PUBLIC DISCLOSURE COPY Exept Organization Business Incoe Tax Return (and proxy tax under section 633(e)) OMB No. 1545-687 214

More information

Research on the Management Strategy from the Perspective of Profit and Loss Balance

Research on the Management Strategy from the Perspective of Profit and Loss Balance ISSN: 2278-3369 International Journal of Advances in Manageent and Econoics Available online at: www.anageentjournal.info RESEARCH ARTICLE Research on the Manageent Strategy fro the Perspective of Profit

More information

OPTIMAL ONLINE BANKING SECURITY CONFIGURATION UNDER BURDEN OF PROOF

OPTIMAL ONLINE BANKING SECURITY CONFIGURATION UNDER BURDEN OF PROOF Association for Inforation Systes AIS Electronic Library (AISeL) ICIS Proceedings International Conference on Inforation Systes (ICIS) OPTIMAL ONLINE BANKING SECURITY CONFIGURATION UNDER BURDEN OF PROOF

More information

Production, Process Investment and the Survival of Debt Financed Startup Firms

Production, Process Investment and the Survival of Debt Financed Startup Firms Babson College Digital Knowledge at Babson Babson Faculty Research Fund Working Papers Babson Faculty Research Fund 00 Production, Process Investent and the Survival of Debt Financed Startup Firs S. Sinan

More information

Capital reserve planning:

Capital reserve planning: C O - O P E R A T I V E H O U S I N G F E D E R A T I O N O F C A N A D A Capital reserve planning: A guide for federal-progra co-ops Getting our house in order P A R T O F T H E 2 0 2 0 V I S I O N T

More information

Risk Sharing, Risk Shifting and the Role of Convertible Debt

Risk Sharing, Risk Shifting and the Role of Convertible Debt Risk Sharing, Risk Shifting and the Role of Convertible Debt Saltuk Ozerturk Departent of Econoics, Southern Methodist University Abstract This paper considers a financial contracting proble between a

More information

William J. Clinton Foundation

William J. Clinton Foundation Willia J. Clinton Foundation Independent Accountants Report and Consolidated Financial Stateents Deceber 31, 211 and 21 Willia J. Clinton Foundation Deceber 31, 211 and 21 Contents Independent Accountants

More information

Estimate products of decimal tenths and money amounts using a variety of strategies. Suggested answer: Suggested answer: Suggested answer:

Estimate products of decimal tenths and money amounts using a variety of strategies. Suggested answer: Suggested answer: Suggested answer: 1 Estiating Products Estiate products of decial tenths and oney aounts using a variety of strategies. 1. Estiate each product. Show your work. a).6 $9.55 d) 5.7 $1.77 4 x $0 = $10 or 6 x $1 = $7 or x $0

More information

Unisex-Calculation and Secondary Premium Differentiation in Private Health Insurance. Oliver Riedel

Unisex-Calculation and Secondary Premium Differentiation in Private Health Insurance. Oliver Riedel Unisex-Calculation and Secondary Preiu Differentiation in Private Health Insurance Oliver Riedel University of Giessen Risk Manageent & Insurance Licher Strasse 74, D - 35394 Giessen, Gerany Eail: oliver.t.riedel@wirtschaft.uni-giessen.de

More information

ARTICLE IN PRESS. Journal of Mathematical Economics xxx (2008) xxx xxx. Contents lists available at ScienceDirect. Journal of Mathematical Economics

ARTICLE IN PRESS. Journal of Mathematical Economics xxx (2008) xxx xxx. Contents lists available at ScienceDirect. Journal of Mathematical Economics Journal of Matheatical Econoics xxx (28) xxx xxx Contents lists available at ScienceDirect Journal of Matheatical Econoics journal hoepage: www.elsevier.co/locate/jateco 1 1 2 2 3 4 5 6 7 8 9 1 11 12 13

More information

Equity Funds or Mutual Funds? Through the Lens of SIP and LIP

Equity Funds or Mutual Funds? Through the Lens of SIP and LIP Volue 118 No. 20 2018, 4177-4185 ISSN: 1314-3395 (on-line version) url: http://www.ijpa.eu ijpa.eu Equity Funds or Mutual Funds? Through the Lens of SIP and LIP T G Manoharan,Gowri V Nair, Departent of

More information

Modeling Monetary Policy

Modeling Monetary Policy Modeling Monetary Policy Sauel Reynard Swiss National Bank Andreas Schabert University of Dortund Deceber 3, 28 Abstract Models currently used for onetary policy analysis equate the onetary policy interest

More information

Modeling Monetary Policy

Modeling Monetary Policy Modeling Monetary Policy Sauel Reynard Swiss National Bank Andreas Schabert TU Dortund University May 22, 29 Abstract In an otherwise standard acroeconoic odel, we odel the central bank as providing oney

More information

AN ANALYSIS OF EQUITY IN INSURANCE. THE MATHEMATICAL APPROACH OF RISK OF RUIN FOR INSURERS

AN ANALYSIS OF EQUITY IN INSURANCE. THE MATHEMATICAL APPROACH OF RISK OF RUIN FOR INSURERS Iulian Mircea AN ANALYSIS OF EQUITY IN INSURANCE. THE MATHEMATICAL APPROACH OF RISK OF RUIN FOR INSURERS A.S.E. Bucure ti, CSIE, Str.Mihail Moxa nr. 5-7, irceaiulian9@yahoo.co, Tel.074.0.0.38 Paul T n

More information

ALASKA'S REVENUE FORECASTS AND EXPENDITURE OPTIONS

ALASKA'S REVENUE FORECASTS AND EXPENDITURE OPTIONS REVEW OF SOCAL AND ECONOMC CONDTONS UNVERSTY OF ALASKA, NSTTUTE OF SOCAL AND ECONOMC RESEARCH, JULY 1978, Vol. XV, No.2 ALASKA'S REVENUE FORECASTS AND EXPENDTURE OPTONS NTRODUCTON Can Alaska's state governent

More information

Department of Econometrics and Business Statistics

Department of Econometrics and Business Statistics ISSN 440-77X Australia Departent of Econoetrics and Business Statistics http://www.buseco.onash.edu.au/depts/ebs/pubs/wpapers/ Applications of Inforation Measures to Assess Convergence in the Central Liit

More information

A NOJE;o.n INTEREST RATE RISK, SYSTEMATIC RISK and the PLANNING. Researchmeraorandum Sept. '85

A NOJE;o.n INTEREST RATE RISK, SYSTEMATIC RISK and the PLANNING. Researchmeraorandum Sept. '85 ET 05548 1985 023 SERIE RE5ERR[HE0RHHDH A NOJE;o.n INTEREST RATE RISK, SYSTEMATIC RISK and the PLANNING HORIZON Leon J. de Man Researcheraorandu 1985-23 Sept. '85 VRIJE UNIVERSITEIT Faculteit der Econoische

More information

MADM Methods in Solving Group Decision Support System on Gene Mutations Detection Simulation

MADM Methods in Solving Group Decision Support System on Gene Mutations Detection Simulation MADM Methods in Solving Group Decision Support Syste on Gene Mutations Detection Siulation Eratita *1, Sri Hartati *2, Retantyo Wardoyo *2, Agus Harjoko *2 *1 Departent of Inforation Syste, Coputer Science

More information

Liquidity Provision. Tai-Wei Hu and Yiting Li. very, very preliminary, please do not circulate. Abstract

Liquidity Provision. Tai-Wei Hu and Yiting Li. very, very preliminary, please do not circulate. Abstract Optial Banking Regulation with Endogenous Liquidity Provision Tai-Wei Hu and Yiting Li very, very preliinary, please do not circulate Abstract In a oney-search odel where deposits are used as eans-of-payents,

More information

Total PS TG. Budgeted production levels can be calculated as follows:

Total PS TG. Budgeted production levels can be calculated as follows: U. ;' cn '.:. \.' >>.:---"--^ '-.'" * i--.'. * ::-;.v>"--:'i.-^ -7 -..=../.-' "-. " '.:.' Ill all it.;? s Solution Total PS TG Sales units 6,000 5,000 1,000 Sales value $605,000 $475,000 $130,000 Workings

More information

Non-Linear Programming Approach for Optimization of Construction Project s Control System

Non-Linear Programming Approach for Optimization of Construction Project s Control System Non-Linear Prograing Approach for Optiization of Construction Project s Control Syste Yusrizal Lubis 1 and Zuhri 1,2 Sekolah Tinggi Teknik Harapan Medan Indonesia, Sekolah Tinggi Ilu Manajeen Suka Medan

More information

Endogenous Labor Supply, Rigid Factor Prices And A Second Best Solution

Endogenous Labor Supply, Rigid Factor Prices And A Second Best Solution Econoic Staff Paper Series Econoics 6-1975 Endogenous Labor Supply, Rigid Factor Prices And A Second Best Solution Harvey E. Lapan Iowa State University Follow this and additional works at: http://lib.dr.iastate.edu/econ_las_staffpapers

More information

Optimal resource allocation among transit agencies for fleet management

Optimal resource allocation among transit agencies for fleet management Optial resource allocation aong transit agencies for fleet anageent To V Mathew a, Snehaay Khasnabis b, Sabyasachee Mishra b a Departent of Civil Engineering, Indian Institute of Technology Bobay, Powai,

More information

State Trading Enterprises as Non-Tariff Measures: Theory, Evidence and Future Research Directions

State Trading Enterprises as Non-Tariff Measures: Theory, Evidence and Future Research Directions State Trading Enterprises as Non-Tariff Measures: Theory, Evidence and Future Research Directions Steve McCorriston (University of Exeter, UK) (s.ccorriston@ex.ac.uk) Donald MacLaren (university of Melbourne,

More information

NBER WORKING PAPER SERIES WEAK AND SEMI-STRONG FORM STOCK RETURN PREDICTABILITY, REVISITED. Wayne E. Ferson Andrea Heuson Tie Su

NBER WORKING PAPER SERIES WEAK AND SEMI-STRONG FORM STOCK RETURN PREDICTABILITY, REVISITED. Wayne E. Ferson Andrea Heuson Tie Su NBER WORKING PAPER SERIES WEAK AND SEMI-STRONG FORM STOCK RETURN PREDICTABILITY, REVISITED Wayne E. Ferson Andrea Heuson Tie Su Working Paper 10689 http://www.nber.org/papers/w10689 NATIONAL BUREAU OF

More information

Estimating Nonlinear Models With Multiply Imputed Data

Estimating Nonlinear Models With Multiply Imputed Data Estiating onlinear Models With Multiply Iputed Data Catherine Phillips Montalto 1 and Yoonkyung Yuh 2 Repeated-iputation inference (RII) techniques for estiating nonlinear odels with ultiply iputed data

More information

UNCOVERED INTEREST PARITY IN CENTRAL AND EASTERN EUROPE: CONVERGENCE AND THE GLOBAL FINANCIAL CRISIS 1

UNCOVERED INTEREST PARITY IN CENTRAL AND EASTERN EUROPE: CONVERGENCE AND THE GLOBAL FINANCIAL CRISIS 1 UNCOVERED INTEREST PARITY IN CENTRAL AND EASTERN EUROPE: CONVERGENCE AND THE GLOBAL FINANCIAL CRISIS 1 Abstract Fabio Filipozzi 2, Karsten Staehr Tallinn University of Technology, Bank of Estonia This

More information

We can also develop useful upper bounds. The value of the arithmetic Asian option is

We can also develop useful upper bounds. The value of the arithmetic Asian option is Aian option Introduction Aian option are popular in currency and coodity arket becaue they offer a cheaper ethod of hedging expoure to regular periodic cah flow they are le uceptible to anipulation of

More information

Realized Variance and IID Market Microstructure Noise

Realized Variance and IID Market Microstructure Noise Realized Variance and IID Market Microstructure Noise Peter R. Hansen a, Asger Lunde b a Brown University, Departent of Econoics, Box B,Providence, RI 02912, USA b Aarhus School of Business, Departent

More information

How Integrated Benefits Optimization Can Benefit Employers & Employees

How Integrated Benefits Optimization Can Benefit Employers & Employees Integrated Benefits Optiization A Perspective Partners White Paper How Integrated Benefits Optiization Can Benefit Eployers & Eployees Executive Suary Eployers and eployees soeties see to be on opposite

More information

How Euler Did It. by Ed Sandifer. Life and Death Part 1. July 2008

How Euler Did It. by Ed Sandifer. Life and Death Part 1. July 2008 How Euler Did It Life and Death Part 1 July 2008 by Ed Sandifer The history of ortality tables and life insurance is sprinkled with the naes of people ore faous for other things. Aerican coposer Charles

More information

Economic Growth, Inflation and Wage Growth: Experience from a Developing Country

Economic Growth, Inflation and Wage Growth: Experience from a Developing Country www.sciedu.ca/br Business and Manageent Research Vol., No. ; 0 Econoic Growth, Inflation and Wage Growth: Experience fro a Developing Countr Shahra Fattahi (Corresponding author) Departent of Econoics

More information

m-string Prediction

m-string Prediction Figure 1. An =3 strategy. -string Prediction 000 0 001 1 010 1 011 0 100 0 101 1 110 0 111 1 10 Figure 2: N=101 s=1 9 8 7 6 σ 5 4 3 2 1 0 0 2 4 6 8 10 12 14 16 42 Figure 3: N=101 s=2 15 10 σ 5 0 0 2 4

More information

Weak and Semi-strong Form Stock Return Predictability Revisited

Weak and Semi-strong Form Stock Return Predictability Revisited Weak and Sei-strong For Stock Return Predictability Revisited WAYNE E. FERSON ANDREA HEUSON TIE SU Boston College 140 Coonwealth Avenue, Chestnut Hill, MA. 02467 University of Miai 5250 University Drive,

More information

Return of Private Foundation. or Section 4947(a)(1) Nonexempt Charitable Trust Treated as a Private Foundation

Return of Private Foundation. or Section 4947(a)(1) Nonexempt Charitable Trust Treated as a Private Foundation For Return of Private Foundation 990-PF Departent of the Treasury Internal Revenue Service À¾ ½ Note: The foundation ay be able to use a copy of this return to satisfy state reporting requireents. For

More information

Project selection by using AHP and Bernardo Techniques

Project selection by using AHP and Bernardo Techniques International Journal of Huanities and Applied Sciences (IJHAS) Vol. 5, No., 06 ISSN 77 4386 Project selection by using AHP and Bernardo Techniques Aza Keshavarz Haddadha, Ali Naazian, Siaak Haji Yakhchali

More information

ARTICLE IN PRESS. Pricing in debit and credit card schemes. Julian Wright* 1. Introduction

ARTICLE IN PRESS. Pricing in debit and credit card schemes. Julian Wright* 1. Introduction ARTICLE IN PRE Econoics Letters x (200) xxx xxx www.elsevier.co/ locate/ econbase Pricing in debit and credit card schees Julian Wright* Departent of Econoics, University of Auckland, Private ag 92019,

More information

Exempt Organization Business Income Tax Return. OMB No Form 990-T (and proxy tax under section 6033(e))

Exempt Organization Business Income Tax Return. OMB No Form 990-T (and proxy tax under section 6033(e)) Exept Organization Business ncoe Tax Return OMB No. 1545-0687 For 990-T (and proxy tax under section 6033(e)) Departent of the Treasury nternal Revenue Service A Check box if address changed 529(a) C Book

More information

Puerto Rico, US, Dec 2013: 5-year sentence for pricefixing

Puerto Rico, US, Dec 2013: 5-year sentence for pricefixing Dynaic oligopoly theory Collusion price coordination Illegal in ost countries - Explicit collusion not feasible - Legal exeptions Recent EU cases - Banking approx..7 billion Euros in fines (03) - Cathodic

More information

CONDITIONAL MEAN DOMINANCE: TESTING FOR SUFFICIENCY OF ANOMALIES

CONDITIONAL MEAN DOMINANCE: TESTING FOR SUFFICIENCY OF ANOMALIES CONDITIONAL MEAN DOMINANCE: TESTING FOR SUFFICIENCY OF ANOMALIES K. Victor Chow and Ou Hu* ABSTRACT Extensive epirical literature of anoalies suggests that an asset reallocation by buying a subset of the

More information

First quarter 2017 results

First quarter 2017 results First quarter 2017 results April 28, 2017 Cautionary stateent regarding forward-looking stateents This presentation contains stateents that constitute forward-looking stateents, including but not liited

More information

Neural Network Model of Pricing Health Care Insurance

Neural Network Model of Pricing Health Care Insurance Neural Network Model of Pricing Health Care Insurance Abstract To pricing health insurance plan statisticians use atheatical odels to analysis custoer s future health condition. General Addictive Model

More information

Imprecise Probabilities in Non-cooperative Games

Imprecise Probabilities in Non-cooperative Games 7th International Syposiu on Iprecise Probability: Theories and Applications, Innsbruck, Austria, 2011 Iprecise Probabilities in Non-cooperative Gaes Robert Nau Fuqua School of Business Duke University

More information

The Structural Transformation Between Manufacturing and Services and the Decline in the U.S. GDP Volatility

The Structural Transformation Between Manufacturing and Services and the Decline in the U.S. GDP Volatility The Structural Transforation Between Manufacturing and Services and the Decline in the U.S. GDP Volatility Alessio Moro y First Version: Septeber 2008 This Version: October 2009 Abstract In this paper

More information

Third quarter 2017 results

Third quarter 2017 results Third quarter 2017 results October 27, 2017 Cautionary stateent regarding forward-looking stateents This presentation contains stateents that constitute forward-looking stateents, including but not liited

More information