Exponential Functions Last update: February 2008

Size: px
Start display at page:

Download "Exponential Functions Last update: February 2008"

Transcription

1 Eponenial Funcions Las updae: February 2008 Secion 1: Percen Growh and Decay Any quaniy ha increases or decreases by a consan percenage is said o change eponenially. Le's look a a few eamples o undersand wha his means. Eample #1.1 Compound Ineres ineres compounded annually An invesmen of $1000 is placed ino a savings accoun wih an annual simple ineres rae of 6%. Simple ineres is ineres ha is compounded (compued and added o he principal) once per year. Le's deermine how he money grows over a 4-year ime period. year = 0: oal amoun equals $1000. year = 1: we keep our iniial $1000 and add on he ineres of 6% of $1000. $ ($1000) = $ $60 = $1060 So he oal amoun afer 1 year is $1060, which is an increase of $60. year = 2: We keep he $1060 and add on he ineres of 6% of $1060. $ ($1060) = $ $63.60 = $ The oal afer 2 years is $ , which is an increase of $63.60 over he previous year. Now le's coninue his process unil we reach year = 4. The resuls are summarized in he able below. = years A = accoun balance 0 $ $ ( $1000) = $ $ ( $1060) = $ $ ( $ ) = $ $ ( $ ) $ There is a simplificaion sep ha we can make o our compuaions above. Again we sar wih $1000. Afer year = 1, we have $ ( $1000). Facoring ou he $1000 resuls in $1000( ) = $1000(1.06) = $1060. Similarly in year = 2, he epression $ ($1060) can be facored as $1060( ) which equals $1060(1.06) = $ In shor, o find he accoun balance in any year, we simply muliply he previous year's amoun by This compuaion is equivalen o aking 106% of he previous year's amoun! We summarize he resuls in he able below. 1

2 = years A = accoun balance 0 $ $1000(1.06) = $ $1060(1.06) = $ $ (1.06) = $ $ (1.06) $ Noice ha o compue he amoun afer 2 years, we ake he iniial amoun of $1000 and muliply by 1.06 wice. This can be wrien as $1000(1.06) 2 = $ Likewise he balance afer 3 years is $1000(1.06) 3 = $ This mehod is summarized in he able below. = years A = accoun balance 0 $ $1000(1.06) = $ $1000(1.06) 2 = $ $1000(1.06) 3 = $ $1000(1.06) 4 $ This mehod o compue he balance afer any number of years is quie powerful. To ge he balance afer years, compue $1000(1.06) $ Afer 25 years you'll have $1000(1.06) $ , which means he original invesmen of $1000 will have more han quadrupled! Finally, we can generalize o wrie he accoun balance funcion afer years: A ( ) = $1000(1.06) Here is a graph of he funcion A() over a 25-year domain. (Try o ge a similar picure on your calculaor.) Noe: You can read more abou compound ineres in Eample #1.7 and in Kaseberg s Inermediae Algebra on pp

3 Eample #1.2 Suppose ha he populaion of a baceria culure iniially numbers 200,000,000 and grows seadily a a rae of 3.2% each day. Derive a able showing baceria couns over ime hen wrie a formula. Soluion: Sar by defining o be our independen variable represening elapsed ime in days. Le P be our dependen variable represening millions of baceria. So P (0) = 200. To find he populaion afer 1 day we need o increase he iniial populaion by 3.2%. This is he same as aking 103.2% of he iniial populaion or muliplying 200 million by This gives us (200 million baceria)(1.032) = million baceria. A able showing baceria couns over he firs 6 days is given below. Afer days he number of baceria (in millions) is given by P ( ) = 200(1.032). The graph of his funcion is displayed below. Noice ha he graph of P() is no linear; lay a sraighedge on i and you'll see ha i curves upwards ever so slighly. General Eponenial Funcions Considering he wo previous eamples, we can sae a generalized formula for a funcion ha grows by a consan rae: y= a b In his formula y is he dependen and is he independen variable. The consan a is he iniial value of y when = 0. Thus, a is he y-inercep. The consan b is called he base. The base b is referred o as he muliplier. (Some es call i he growh facor and ohers he common raio.) In eponenial funcions i is required ha b > 0. 3

4 Anoher common form of wriing eponenial funcions is y= a (1 + r) In his form of he eponenial funcion, we have replaced b wih 1+ r. The consan r is called he percen rae of change. If our funcion is increasing, r is he growh rae or rae of growh. For decreasing funcions, r is he decay rae or rae of decrease. You can ell from he wo forms of he eponenial funcion ha b = 1+ r In Eample 1.1 we creaed he funcion formula b = 1+ r we can compue ha A ( ) = $1000(1.06). In his formula he base b is Using he 1.06 = 1+ r 0.06 = r which means ha he growh rae r is 0.06 or 6%. (We knew his!! ) In Eample #1.2 above, he baceria populaion grows 3.2% daily, so we have a daily growh rae of r = and a daily muliplier of b = Finding he funcion for an eponenial sequence In our eponenial eamples, we sared wih an iniial y-value of a. Then each subsequen y-value was generaed by muliplying by he base b. The ne eample uses hese ideas in finding a funcion hrough an eponenial sequence of numbers. Eample #1.3 In a hyper-inflaion economy he price of any good increases very fas. Suppose ha he price of a compuer is recorded each day for a week, as displayed below. = days P = price 0 $ $ $ $ $ $ $ $ b b We see in he able ha he P-inercep is 800, so a = 800. We can deermine he base b (he 1-day muliplier) by noing ha $800.00b = $ Solving for b yields b = = Similarly we can solve he equaion $808.00b= $ o find ha b = Thus he eponenial funcion is P ( ) = 800(1.01). 4

5 We can coninue working down he righ side of he able and find ha b 1.01 beween any wo consecuive y-values. Since b is consan, he price is growing eponenially wih a daily muliplier or base of b = Using he formula b= 1+ r, we compue he daily growh rae as follows: b = 1+ r 1.01 = 1+ r 0.01 = r 1% = r We concluded above ha he daily growh rae (inflaion rae) is 1%. Wha is he weekly inflaion rae? Surprisingly i is no 7%! One way o find he weekly inflaion rae is denoe he weekly muliplier by b w. We hen solve $800b w = $ o yield b w = This means ha each week he price is muliplied by or %, which is idenical o increasing he price by 7.21%. Challenge: use a similar mehod o show ha wih a daily growh rae of 1%, he annual growh rae (annual inflaion rae ) is 3678%. Eample #1.4 Now le's consider a more realisic eample involving compuer prices. Le's say you buy a new compuer priced a $1200 which decreases in value a he rae of 20% yearly. Sudy he wo ables below displaying he compuer s value over ime. You migh wan o compare hese ables wih hose from Eample #1.1. = ime (years) V = value ($) = ime (years) V = value ($) (1200) = (1 0.20) = 1200(0.80) = (960) = (1 0.20) = 960(0.80) = (768) = (1-0.20) = 768(0.80) = (614.4) = (1 0.20) = 614.4(0.80) = Noe ha subracing 20% of he previous year's value is equivalen o aking 80% of he previous year's value. Because we muliply by 0.80 o make he value drop 20% each year, he yearly muliplier is he base b = The formula for he value of he compuer as a funcion of ime in years is : V ( ) = $1200(0.80) The formula b= 1+ r sill apples wih decreasing funcions. Solving he equaion 0.80 = 1+ r for r produces r = Since r is negaive, we call r he yearly decay rae or rae of decrease. We say ha he value is decreasing by 20% each year. The graph of V() is displayed below. Noice ha he graph ges closer and closer o he horizonal ais as we move o he righ. In his case he horizonal ais is called a horizonal asympoe. 5

6 Eample #1.5 Suppose ha a high-aliude ho air balloon floas upwards. During he fligh, elevaion and amospheric pressure measuremens are colleced as displayed below. = elevaion P = pressure (miles) (inches of mercury) b b For each change in elevaion of 1 mile, we can compue he muliplier b. (Noe: he symbol sands for "implies".) 30b = 27.6 b = b = b = b = b = b = b = 0.92 Because he muliplier b is consan, we conclude ha he pressure is decreasing eponenially as he aliude increases. In his eample he base b is 0.92 which means ha he decay rae is b = 1+ r 0.92 = 1+ r 0.08 = r 8% = r Thus for each gain in elevaion of 1 mile, he pressure decreases by 8%. The funcion relaing pressure o elevaion is given by P ( ) = 30(0.92). For each mile increase we muliply by This is equivalen o saying ha ha 92% of he pressure is reained for each increase of 1 mile. The graph is displayed below. Noice ha he curve is almos linear over he domain [0, 10]. 6

7 Summary: In he formula y = a b, if b > 1 hen y is increasing eponenially wih respec o. if b < 1 hen y is decreasing eponenially wih respec o. if b = 1 hen y = a and y is a consan funcion. In he alernae formula y = a(1 + r) if r > 0 hen y is increasing eponenially wih respec o. if r < 0 hen y is decreasing eponenially wih respec o. if r = 0 hen y = a and y() is a consan funcion. Eample #1.6 Consider he funcion y() = 20(2). When = 0, y(0) = 20. Therefor he graph of y() has a y-inercep of 20. Since b = 2, he variable y is an eponenially increasing funcion of. We ypically use a calculaor o compue oupus for negaive values of. Bu wih his eample we can proceed by hand. 1 1 If = -1, hen y ( 1) = 20(2) = 20 = If = -2, hen y ( 2) = 20(2) = 20 = 20 = If = -3, hen y ( 3) = 20(2) = 20 = 20 = We know ha b = 2, so 2 = 1+ r r = 1. This is equivalen o r = 100%. This makes sense considering ha muliplying by b = 2 is equivalen o doubling a quaniy, or increasing a quaniy by 100%. 7

8 Eample #1.7 Compound Ineres ineres compounded more han once per year In Eample 1.1 an invesmen of $1000 was placed in a savings accoun wih an annual simple ineres rae of 6%. Recall ha simple ineres is ineres ha is compounded once per year. A he end of he 4-year period here was $ in he accoun. Wha if he ineres were compounded every 6 monhs (semiannually)? How much money would here be afer four years? Banks compue he semi-annual ineres rae by aking he annual ineres rae and dividing by 2. So he semi-annual rae is r = 6% 2 = 3% = This means ha he semi-annual muliplier is b = If represens he number of 6-monh compounding periods, and A he accoun balance, he accoun balance can be modeled by A ( ) = 1000(1.03) To find he accoun balance afer four years we le = 8 in he funcion (o represen 8 semi-annual compounding periods). 8 A (8) = 1000(1.03) $ We see ha when compounding wice per year for four years we end up wih $ Tha amoun is $4.29 more han when compounding once per year for four years. The more ofen we compound, he more money we earn (all hings being equal). There is a general formula ha is ofen used o compue he fuure amoun of money in an invesmen. Tha formula is given below. Compound Ineres Formula If n is he number of imes a year ineres is (calculaed) compounded, r S = P 1+ n where S is he fuure value, P is he prese value (also known as he principal or saring amoun), r is he annual rae of ineres (epressed as a decimal), and is he number of years. n To use he compound ineres formula wih he informaion given in Eample 1.7 we would make n = 2, P = 1000, r = 0.06, and = 4 : 0.06 S = ( ) = $ You can see ha he compound ineres formula produces he same resul afer as did our funcion ha we creaed in Eample 1.7. I is accepable o use he compound ineres formula raher han firs wriing an eponenial funcion, bu make sure you undersand why i works! 8

9 Secion 1: Eercises 1. For each funcion idenify he verical inercep a, he base or muliplier b, and he rae of change r. Noe: Soluions o mos odd problems are a he end of hese noes. a) f ( ) = 200(1.075) d) f ( ) = 2050(1.56) b) G ( ) = 30.5(0.78) e) h ( ) = 300(0.45) c) p h( p) = 3 f) y ( ) = 30.52(0.999) 2. Fill ou he able below for he funcion f ( ) = 4(2). Then make a graph. (Try finding values wihou he aid of a calculaor.) f() 3. Mach he 5 funcions wih heir correc graph. Try o no use your calculaor! equaions a) b) c) d) e) y = 5(1.2) y = 5(1.4) y = 5(0.4) y = 30(0.8) y = 30(0.7) 9

10 4. The graph of he funcion 2 = 2 + g ( ) is displayed below. a) This graph should be idenical o he one you drew in problem #2 above. Is i? b) Use rules of eponens o prove ha 2 f ( ) = 4(2) and g ( ) = 2 + are idenical funcions. c) Wrie a new funcion h() whose mahemaical epression is differen han ha of f () and g() bu whose graph is idenical. 5. For he following wo ables assume ha he dependen variable grows eponenially wih respec o he independen variable. a) Find he muliplier b for each able. b) Sae he percen increase r. c) Fill in he res of each able d) Wrie a formula for each able. Use funcion noaion. Table A Table B A y For he following wo ables assume ha he dependen variable decreases eponenially wih respec o he independen variable. a) Find he muliplier b for each able. b) Sae he percen decrease r. c) Fill in he res of each able d) Wrie a formula for each able. Use funcion noaion. Table A Table B P y 0 120, , ,

11 7. Find he equaion of each graph below. Noe: each graph is eiher linear or eponenial. a) b) c) d) 8. For each graph in he problem above, sae he domain and range. (Assume ha he complee graph is displayed; ha is he graphs do no eend any furher for larger or smaller values of.) 9. Insook deposis $3000 ino a bank fund ha pays 4.6% ineres compounded annually (simple ineres). Wrie he formula ha describes he amoun, A, in he fund as a funcion of, he number of years elapsed since she made he deposi. Then make a able displaying he amoun of money in her fund each year for 10 years. (Assume ha she makes no oher deposis or wihdrawals and he ineres rae remains consan.) 10. Bob invess $40,000 (all of his inheriance money) in a real esae fund. The fund managers buy risky properies and he value of he fund drops 6% each monh. Wrie a formula ha epresses V, he value of Bob's invesmen, as a funcion of m, he number of monhs since he firs invesed. Creae a able on your calculaor displaying he value of Bob's invesmen each monh. On your homework paper, record he value afer 1 year, 2 years, 3 years, ec., up o 6 years. 11

12 11. Suppose ha $2500 is invesed in a cerificae of deposi (CD) ha earns 5% annual ineres. a) If ineres is compounded once per year, wrie a funcion for he amoun of money, A, in he CD as a funcion of he number of years. How much will he CD be worh afer 5 years? b) If ineres is compounded semi-annually, wrie a funcion for he amoun of money, A, in he CD as a funcion of he number of 6-monh periods. How much will he CD be worh afer 5 years? c) If ineres is compounded quarerly (every 3 monhs), wrie a funcion for he amoun of money, A, in he CD as a funcion of he number of quarers. How much will he CD be worh afer 5 years? 12. Suppose ha $50,000 is invesed in a cerificae of deposi (CD) ha earns 6% annual ineres. a) If ineres is compounded once per year, wrie a funcion for he amoun of money, A, in he CD as a funcion of he number of years. How much will he CD be worh afer 5 years? b) If ineres is compounded semi-annually, wrie a funcion for he amoun of money, A, in he CD as a funcion of he number of 6-monh periods. How much will he CD be worh afer 5 years? c) If ineres is compounded weekly, wrie a funcion for he amoun of money, A, in he CD as a funcion of he number of quarers. How much will he CD be worh afer 5 years? 13. Demographics for many of he world's counries can be found on he US Census Inernaional Daabase (IDB) websie (hp:// ). Below are daa for a few counries: Counry year 2000 populaion (10 6 ) annual growh/decay informaion Algeria 31.2 r = 1.737% Belarus 10.3 r = 0.168% Canada 31.3 r = Hungary 10.1 muliplier = Kenya 30.3 muliplier = a) For each counry find an eponenial funcion P() ha models he saisics given. Assume ha P is measured in millions of people, and ha is he number of years since b) Which counry is projeced o have more people in 10 years: Algeria, Canada or Kenya? c) Which counry can we projec had more people 10 years ago, Hungary or Belarus? d) Suppose ha Algeria cus is growh rae by 0.2% oday and mainains his new growh rae over he ne 5 years. By wha percen will he populaion increase be reduced? 12

13 14. Is he variable y an eponenial funcion of he variable in any of he ables below? If so, find he formula y (). If no, is here a non-eponenial formula ha you can find? Table A Table B Table C Table D y y y y As you swim deeper and deeper in a lake, he amoun of sunligh reaching your locaion decreases. Suppose ha he amoun of sunligh hiing he surface of he lake has a brighness of 800 kilolumens, and he amoun decreases by 8% for each 1 meer increase in deph. a) Idenify variables hen wrie funcion relaing sunligh amoun o deph underwaer. b) Consruc a able of sunligh values for dephs up o 10 meers. Use deph inervals of 1 meer. c) Make a deailed graph displaying he daa from par b). Use graph paper. d) Esimae o he neares enh of a meer he deph where only half he surface sunligh peneraes. 16. In an aricle on caffeine consumpion, columnis Vicky Lowery wries, A Red Bull spokeswoman said 1.5 billion cans of he drink were consumed worldwide in 2003, a 10% increase from he previous year. New York Times, May 11, I s Fizzy and he Can is Nice, Bu Coffee May be Cheaper. a) Assume ha Bed Bull sales coninues o grow by he same percenage each year. Deermine he yearly growh rae and yearly muliplier for sales. b) Idenify variables and wrie an eponenial funcion epressing Red Bull sales over ime. c) Esimae he sales of Red Bull in he year d) Esimae when sales would reach 2 billion cans. 17. Suppose ha you ren a car in King Couny. In addiion o renal coss, you pay a special a of approimaely 10% (for ballparks, ransporaion, ec.) as well as he sandard sales a of 8.8%. Assume ha hese aes are compounded; ha is, afer one a is compued, he oher a is imposed on oal of he renal fee and he firs a. a) Does i maer which a is compued firs? Answer yes or no, hen jusify wih mahemaics. b) Wha is he oal amoun of a? (Epress as a percen.) 18. Your sock in Fasmoney.com jumps 10% on Tuesday. On Wednesday he company repors poor earnings and he sock drops 10%. Your friend says, "No worries. The wo price changes even ou." Is your friend correc? Answer yes or no, hen jusify wih mahemaics. 13

14 19. Try he following eperimen: On a shee of paper, draw a square wih sides of lengh 1 inch. Then subdivide he square ino 4 equal squares. Now ake each of hose squares and subdivide hem. See below. sage 0 sage 1 sage 2 Coninue his process several more imes, each ime subdividing squares by four addiional squares. Then complee he following able. lengh of side of individual area per individual sage # squares oal area square square in. 1 in. 2 1 in in in. 2 1 in *** *** *** *** *** n 14

15 : Soluions 1. a) verical inercep = 200, muliplier = 1.075, growh rae = or 7.5% c) verical inercep = 1, muliplier = 3, growh rae = 2 or 200% e) verical inercep = 300, muliplier = 0.45, decay rae = or -55% 3. Maching 5. Table A: a) b = 1.25 b) 25% increase c) A ( 3) = , A ( 4) = , A ( 5) = d) A ( ) = 20(1.25). Table B: a) b = 1.25 b) 25% increase c) y ( 4) = 25. 6, y ( 3) = 32, y ( 2) = 40, y ( 1) = d) y ( ) = 62.5(1.25). 7. a) y ( ) = b) c) y ( ) = d) y ( ) = 6(2) y ( ) = 100(0.25) 9. The funcion is A ( ) = 3000(1.046). A() A() 0 $ $ $ $ $ $ $ $ $ $ $ a) A ( ) = 2500(1.05). In 5 years he CD is worh b) A ( ) = 2500(1.025). In 5 years he CD is worh c) A ( ) = 2500(1.0125). In 5 years he CD is worh 5 A (5) = 2500(1.05) = $ A ( ) = 2500(1.025) = $ A ( ) = 2500(1.0125) $ a) Algeria: P A( ) = 31.2( ), Belarus: P B ( ) = 10.3( ), Canada: P C ( ) = 31.3( ), Hungary: P H ( ) = 10.1(0.9966), Kenya: P K ( ) = 30.3( ) b) Algeria, wih PA( 10) million people. 15

16 c) Belarus, wih P ( 10) million people. B d) wihou cu: P A( 5) wih cu: P A( 5) Change of million people. Relaive change of 0.34 / or a drop of 1%. 15. a) Le S = brighness in kilo-lumens, le d = deph in meers. b) S ( d) = 800(0.92). d d S d S c) see below d) a lile over 8 meers deep 17. a) No, he order of compounding doesn' maer. Toal cos can be compued as (renal cos)(1.10)(1.088) or (renal cos)(1.088)(1.10). b) The overall muliplier is (1.10)(1.088) = , which means he overall a is 19.68%. 19. lengh of side of individual area per individual sage # squares oal area square square in. 1 in. 2 1 in in in. 2 1 in in 1/16 in. 2 1 in in 1/64 in. 2 1 in in 1/256 in. 2 1 in in 1/1024 in. 2 1 in in 1/4096 in. 2 1 in. 2 *** *** *** *** *** n 4 n 0.5 n n n inches 1/4 = 4 in. 2 1 in. 2 16

Ma 093 and MA 117A - Exponential Models. Topic 1 Compound Interest

Ma 093 and MA 117A - Exponential Models. Topic 1 Compound Interest Ma 093 and MA 117A - Eponenial Models Topic 1 Compound Ineres 15) Compound Ineres A person invess $7000 a 10% ineres compounded annuall. a) Find an equaion for he value of he invesmen afer ears. = a* b

More information

Solve each equation Solve each equation. lne 38. Solve each equation.

Solve each equation Solve each equation. lne 38. Solve each equation. WS- Eponen/Log Review Day This should be done WITHOUT using your calculaor. Solve each equaion.. Simplify... n y y9. 7 7. Change each equaion o logarihmic form. 7.. 9.. 0. 9 Change each equaion o eponenial

More information

Objectives for Exponential Functions Activity

Objectives for Exponential Functions Activity Objecives for Recognize siuaions having a consan percen change as exponenial Creae an exponenial model given wo poins Creae and inerpre an exponenial model in a conex Compound ineres problems Perform exponenial

More information

CHAPTER 3 How to Calculate Present Values. Answers to Practice Questions

CHAPTER 3 How to Calculate Present Values. Answers to Practice Questions CHAPTER 3 How o Calculae Presen Values Answers o Pracice Quesions. a. PV $00/.0 0 $90.53 b. PV $00/.3 0 $9.46 c. PV $00/.5 5 $ 3.5 d. PV $00/. + $00/. + $00/. 3 $40.8. a. DF + r 0.905 r 0.050 0.50% b.

More information

a. If Y is 1,000, M is 100, and the growth rate of nominal money is 1 percent, what must i and P be?

a. If Y is 1,000, M is 100, and the growth rate of nominal money is 1 percent, what must i and P be? Problem Se 4 ECN 101 Inermediae Macroeconomics SOLUTIONS Numerical Quesions 1. Assume ha he demand for real money balance (M/P) is M/P = 0.6-100i, where is naional income and i is he nominal ineres rae.

More information

Appendix B: DETAILS ABOUT THE SIMULATION MODEL. contained in lookup tables that are all calculated on an auxiliary spreadsheet.

Appendix B: DETAILS ABOUT THE SIMULATION MODEL. contained in lookup tables that are all calculated on an auxiliary spreadsheet. Appendix B: DETAILS ABOUT THE SIMULATION MODEL The simulaion model is carried ou on one spreadshee and has five modules, four of which are conained in lookup ables ha are all calculaed on an auxiliary

More information

Bond Prices and Interest Rates

Bond Prices and Interest Rates Winer erm 1999 Bond rice Handou age 1 of 4 Bond rices and Ineres Raes A bond is an IOU. ha is, a bond is a promise o pay, in he fuure, fixed amouns ha are saed on he bond. he ineres rae ha a bond acually

More information

Multiple Choice Questions Solutions are provided directly when you do the online tests.

Multiple Choice Questions Solutions are provided directly when you do the online tests. SOLUTIONS Muliple Choice Quesions Soluions are provided direcly when you do he online ess. Numerical Quesions 1. Nominal and Real GDP Suppose han an economy consiss of only 2 ypes of producs: compuers

More information

Documentation: Philadelphia Fed's Real-Time Data Set for Macroeconomists First-, Second-, and Third-Release Values

Documentation: Philadelphia Fed's Real-Time Data Set for Macroeconomists First-, Second-, and Third-Release Values Documenaion: Philadelphia Fed's Real-Time Daa Se for Macroeconomiss Firs-, Second-, and Third-Release Values Las Updaed: December 16, 2013 1. Inroducion We documen our compuaional mehods for consrucing

More information

FINAL EXAM EC26102: MONEY, BANKING AND FINANCIAL MARKETS MAY 11, 2004

FINAL EXAM EC26102: MONEY, BANKING AND FINANCIAL MARKETS MAY 11, 2004 FINAL EXAM EC26102: MONEY, BANKING AND FINANCIAL MARKETS MAY 11, 2004 This exam has 50 quesions on 14 pages. Before you begin, please check o make sure ha your copy has all 50 quesions and all 14 pages.

More information

Problem Set 1 Answers. a. The computer is a final good produced and sold in Hence, 2006 GDP increases by $2,000.

Problem Set 1 Answers. a. The computer is a final good produced and sold in Hence, 2006 GDP increases by $2,000. Social Analysis 10 Spring 2006 Problem Se 1 Answers Quesion 1 a. The compuer is a final good produced and sold in 2006. Hence, 2006 GDP increases by $2,000. b. The bread is a final good sold in 2006. 2006

More information

Fundamental Basic. Fundamentals. Fundamental PV Principle. Time Value of Money. Fundamental. Chapter 2. How to Calculate Present Values

Fundamental Basic. Fundamentals. Fundamental PV Principle. Time Value of Money. Fundamental. Chapter 2. How to Calculate Present Values McGraw-Hill/Irwin Chaper 2 How o Calculae Presen Values Principles of Corporae Finance Tenh Ediion Slides by Mahew Will And Bo Sjö 22 Copyrigh 2 by he McGraw-Hill Companies, Inc. All righs reserved. Fundamenal

More information

Economic Growth Continued: From Solow to Ramsey

Economic Growth Continued: From Solow to Ramsey Economic Growh Coninued: From Solow o Ramsey J. Bradford DeLong May 2008 Choosing a Naional Savings Rae Wha can we say abou economic policy and long-run growh? To keep maers simple, le us assume ha he

More information

2. Quantity and price measures in macroeconomic statistics 2.1. Long-run deflation? As typical price indexes, Figure 2-1 depicts the GDP deflator,

2. Quantity and price measures in macroeconomic statistics 2.1. Long-run deflation? As typical price indexes, Figure 2-1 depicts the GDP deflator, 1 2. Quaniy and price measures in macroeconomic saisics 2.1. Long-run deflaion? As ypical price indexes, Figure 2-1 depics he GD deflaor, he Consumer rice ndex (C), and he Corporae Goods rice ndex (CG)

More information

The Mathematics Of Stock Option Valuation - Part Four Deriving The Black-Scholes Model Via Partial Differential Equations

The Mathematics Of Stock Option Valuation - Part Four Deriving The Black-Scholes Model Via Partial Differential Equations The Mahemaics Of Sock Opion Valuaion - Par Four Deriving The Black-Scholes Model Via Parial Differenial Equaions Gary Schurman, MBE, CFA Ocober 1 In Par One we explained why valuing a call opion as a sand-alone

More information

DEBT INSTRUMENTS AND MARKETS

DEBT INSTRUMENTS AND MARKETS DEBT INSTRUMENTS AND MARKETS Zeroes and Coupon Bonds Zeroes and Coupon Bonds Ouline and Suggesed Reading Ouline Zero-coupon bonds Coupon bonds Bond replicaion No-arbirage price relaionships Zero raes Buzzwords

More information

ECONOMIC GROWTH. Student Assessment. Macroeconomics II. Class 1

ECONOMIC GROWTH. Student Assessment. Macroeconomics II. Class 1 Suden Assessmen You will be graded on he basis of In-class aciviies (quizzes worh 30 poins) which can be replaced wih he number of marks from he regular uorial IF i is >=30 (capped a 30, i.e. marks from

More information

Empirical analysis on China money multiplier

Empirical analysis on China money multiplier Aug. 2009, Volume 8, No.8 (Serial No.74) Chinese Business Review, ISSN 1537-1506, USA Empirical analysis on China money muliplier SHANG Hua-juan (Financial School, Shanghai Universiy of Finance and Economics,

More information

UCLA Department of Economics Fall PhD. Qualifying Exam in Macroeconomic Theory

UCLA Department of Economics Fall PhD. Qualifying Exam in Macroeconomic Theory UCLA Deparmen of Economics Fall 2016 PhD. Qualifying Exam in Macroeconomic Theory Insrucions: This exam consiss of hree pars, and you are o complee each par. Answer each par in a separae bluebook. All

More information

STATIONERY REQUIREMENTS SPECIAL REQUIREMENTS 20 Page booklet List of statistical formulae New Cambridge Elementary Statistical Tables

STATIONERY REQUIREMENTS SPECIAL REQUIREMENTS 20 Page booklet List of statistical formulae New Cambridge Elementary Statistical Tables ECONOMICS RIPOS Par I Friday 7 June 005 9 Paper Quaniaive Mehods in Economics his exam comprises four secions. Secions A and B are on Mahemaics; Secions C and D are on Saisics. You should do he appropriae

More information

Economics 301 Fall Name. Answer all questions. Each sub-question is worth 7 points (except 4d).

Economics 301 Fall Name. Answer all questions. Each sub-question is worth 7 points (except 4d). Name Answer all quesions. Each sub-quesion is worh 7 poins (excep 4d). 1. (42 ps) The informaion below describes he curren sae of a growing closed economy. Producion funcion: α 1 Y = K ( Q N ) α Producion

More information

1.2 A CATALOG OF ESSENTIAL FUNCTIONS

1.2 A CATALOG OF ESSENTIAL FUNCTIONS SETION. A ATALOG OF ESSENTIAL FUNTIONS. A ATALOG OF ESSENTIAL FUNTIONS V Pla he Video V EXAMPLE A Table liss he average carbon dioide level in he amosphere, measured in pars per million a Mauna Loa Observaor

More information

4452 Mathematical Modeling Lecture 17: Modeling of Data: Linear Regression

4452 Mathematical Modeling Lecture 17: Modeling of Data: Linear Regression Mah Modeling Lecure 17: Modeling of Daa: Linear Regression Page 1 5 Mahemaical Modeling Lecure 17: Modeling of Daa: Linear Regression Inroducion In modeling of daa, we are given a se of daa poins, and

More information

Problem 1 / 25 Problem 2 / 25 Problem 3 / 11 Problem 4 / 15 Problem 5 / 24 TOTAL / 100

Problem 1 / 25 Problem 2 / 25 Problem 3 / 11 Problem 4 / 15 Problem 5 / 24 TOTAL / 100 Deparmen of Economics Universiy of Maryland Economics 35 Inermediae Macroeconomic Analysis Miderm Exam Suggesed Soluions Professor Sanjay Chugh Fall 008 NAME: The Exam has a oal of five (5) problems and

More information

Finance Solutions to Problem Set #6: Demand Estimation and Forecasting

Finance Solutions to Problem Set #6: Demand Estimation and Forecasting Finance 30210 Soluions o Problem Se #6: Demand Esimaion and Forecasing 1) Consider he following regression for Ice Cream sales (in housands) as a funcion of price in dollars per pin. My daa is aken from

More information

CHAPTER CHAPTER18. Openness in Goods. and Financial Markets. Openness in Goods, and Financial Markets. Openness in Goods,

CHAPTER CHAPTER18. Openness in Goods. and Financial Markets. Openness in Goods, and Financial Markets. Openness in Goods, Openness in Goods and Financial Markes CHAPTER CHAPTER18 Openness in Goods, and Openness has hree disinc dimensions: 1. Openness in goods markes. Free rade resricions include ariffs and quoas. 2. Openness

More information

CENTRO DE ESTUDIOS MONETARIOS Y FINANCIEROS T. J. KEHOE MACROECONOMICS I WINTER 2011 PROBLEM SET #6

CENTRO DE ESTUDIOS MONETARIOS Y FINANCIEROS T. J. KEHOE MACROECONOMICS I WINTER 2011 PROBLEM SET #6 CENTRO DE ESTUDIOS MONETARIOS Y FINANCIEROS T J KEHOE MACROECONOMICS I WINTER PROBLEM SET #6 This quesion requires you o apply he Hodrick-Presco filer o he ime series for macroeconomic variables for he

More information

San Francisco State University ECON 560 Summer 2018 Problem set 3 Due Monday, July 23

San Francisco State University ECON 560 Summer 2018 Problem set 3 Due Monday, July 23 San Francisco Sae Universiy Michael Bar ECON 56 Summer 28 Problem se 3 Due Monday, July 23 Name Assignmen Rules. Homework assignmens mus be yped. For insrucions on how o ype equaions and mah objecs please

More information

INSTITUTE OF ACTUARIES OF INDIA

INSTITUTE OF ACTUARIES OF INDIA INSTITUTE OF ACTUARIES OF INDIA EXAMINATIONS 9 h November 2010 Subjec CT6 Saisical Mehods Time allowed: Three Hours (10.00 13.00 Hrs.) Toal Marks: 100 INSTRUCTIONS TO THE CANDIDATES 1. Please read he insrucions

More information

CHAPTER CHAPTER26. Fiscal Policy: A Summing Up. Prepared by: Fernando Quijano and Yvonn Quijano

CHAPTER CHAPTER26. Fiscal Policy: A Summing Up. Prepared by: Fernando Quijano and Yvonn Quijano Fiscal Policy: A Summing Up Prepared by: Fernando Quijano and vonn Quijano CHAPTER CHAPTER26 2006 Prenice Hall usiness Publishing Macroeconomics, 4/e Olivier lanchard Chaper 26: Fiscal Policy: A Summing

More information

Reconciling Gross Output TFP Growth with Value Added TFP Growth

Reconciling Gross Output TFP Growth with Value Added TFP Growth Reconciling Gross Oupu TP Growh wih Value Added TP Growh Erwin Diewer Universiy of Briish Columbia and Universiy of New Souh Wales ABSTRACT This aricle obains relaively simple exac expressions ha relae

More information

You should turn in (at least) FOUR bluebooks, one (or more, if needed) bluebook(s) for each question.

You should turn in (at least) FOUR bluebooks, one (or more, if needed) bluebook(s) for each question. UCLA Deparmen of Economics Spring 05 PhD. Qualifying Exam in Macroeconomic Theory Insrucions: This exam consiss of hree pars, and each par is worh 0 poins. Pars and have one quesion each, and Par 3 has

More information

Spring 2011 Social Sciences 7418 University of Wisconsin-Madison

Spring 2011 Social Sciences 7418 University of Wisconsin-Madison Economics 32, Sec. 1 Menzie D. Chinn Spring 211 Social Sciences 7418 Universiy of Wisconsin-Madison Noes for Econ 32-1 FALL 21 Miderm 1 Exam The Fall 21 Econ 32-1 course used Hall and Papell, Macroeconomics

More information

Financial Econometrics Jeffrey R. Russell Midterm Winter 2011

Financial Econometrics Jeffrey R. Russell Midterm Winter 2011 Name Financial Economerics Jeffrey R. Russell Miderm Winer 2011 You have 2 hours o complee he exam. Use can use a calculaor. Try o fi all your work in he space provided. If you find you need more space

More information

Money in a Real Business Cycle Model

Money in a Real Business Cycle Model Money in a Real Business Cycle Model Graduae Macro II, Spring 200 The Universiy of Nore Dame Professor Sims This documen describes how o include money ino an oherwise sandard real business cycle model.

More information

ANSWER ALL QUESTIONS. CHAPTERS 6-9; (Blanchard)

ANSWER ALL QUESTIONS. CHAPTERS 6-9; (Blanchard) ANSWER ALL QUESTIONS CHAPTERS 6-9; 18-20 (Blanchard) Quesion 1 Discuss in deail he following: a) The sacrifice raio b) Okun s law c) The neuraliy of money d) Bargaining power e) NAIRU f) Wage indexaion

More information

Technological progress breakthrough inventions. Dr hab. Joanna Siwińska-Gorzelak

Technological progress breakthrough inventions. Dr hab. Joanna Siwińska-Gorzelak Technological progress breakhrough invenions Dr hab. Joanna Siwińska-Gorzelak Inroducion Afer The Economis : Solow has shown, ha accumulaion of capial alone canno yield lasing progress. Wha can? Anyhing

More information

MA Advanced Macro, 2016 (Karl Whelan) 1

MA Advanced Macro, 2016 (Karl Whelan) 1 MA Advanced Macro, 2016 (Karl Whelan) 1 The Calvo Model of Price Rigidiy The form of price rigidiy faced by he Calvo firm is as follows. Each period, only a random fracion (1 ) of firms are able o rese

More information

Introduction. Enterprises and background. chapter

Introduction. Enterprises and background. chapter NACE: High-Growh Inroducion Enerprises and background 18 chaper High-Growh Enerprises 8 8.1 Definiion A variey of approaches can be considered as providing he basis for defining high-growh enerprises.

More information

INSTITUTE OF ACTUARIES OF INDIA

INSTITUTE OF ACTUARIES OF INDIA INSIUE OF ACUARIES OF INDIA EAMINAIONS 23 rd May 2011 Subjec S6 Finance and Invesmen B ime allowed: hree hours (9.45* 13.00 Hrs) oal Marks: 100 INSRUCIONS O HE CANDIDAES 1. Please read he insrucions on

More information

Advanced Forecasting Techniques and Models: Time-Series Forecasts

Advanced Forecasting Techniques and Models: Time-Series Forecasts Advanced Forecasing Techniques and Models: Time-Series Forecass Shor Examples Series using Risk Simulaor For more informaion please visi: www.realopionsvaluaion.com or conac us a: admin@realopionsvaluaion.com

More information

Financial Econometrics (FinMetrics02) Returns, Yields, Compounding, and Horizon

Financial Econometrics (FinMetrics02) Returns, Yields, Compounding, and Horizon Financial Economerics FinMerics02) Reurns, Yields, Compounding, and Horizon Nelson Mark Universiy of Nore Dame Fall 2017 Augus 30, 2017 1 Conceps o cover Yields o mauriy) Holding period) reurns Compounding

More information

Problem 1 / 25 Problem 2 / 25 Problem 3 / 30 Problem 4 / 20 TOTAL / 100

Problem 1 / 25 Problem 2 / 25 Problem 3 / 30 Problem 4 / 20 TOTAL / 100 Deparmen of Economics Universiy of Maryland Economics 325 Inermediae Macroeconomic Analysis Final Exam Professor Sanjay Chugh Spring 2009 May 16, 2009 NAME: TA S NAME: The Exam has a oal of four (4) problems

More information

Macroeconomics II A dynamic approach to short run economic fluctuations. The DAD/DAS model.

Macroeconomics II A dynamic approach to short run economic fluctuations. The DAD/DAS model. Macroeconomics II A dynamic approach o shor run economic flucuaions. The DAD/DAS model. Par 2. The demand side of he model he dynamic aggregae demand (DAD) Inflaion and dynamics in he shor run So far,

More information

Description of the CBOE Russell 2000 BuyWrite Index (BXR SM )

Description of the CBOE Russell 2000 BuyWrite Index (BXR SM ) Descripion of he CBOE Russell 2000 BuyWrie Index (BXR SM ) Inroducion. The CBOE Russell 2000 BuyWrie Index (BXR SM ) is a benchmark index designed o rack he performance of a hypoheical a-he-money buy-wrie

More information

(1 + Nominal Yield) = (1 + Real Yield) (1 + Expected Inflation Rate) (1 + Inflation Risk Premium)

(1 + Nominal Yield) = (1 + Real Yield) (1 + Expected Inflation Rate) (1 + Inflation Risk Premium) 5. Inflaion-linked bonds Inflaion is an economic erm ha describes he general rise in prices of goods and services. As prices rise, a uni of money can buy less goods and services. Hence, inflaion is an

More information

Description of the CBOE S&P 500 2% OTM BuyWrite Index (BXY SM )

Description of the CBOE S&P 500 2% OTM BuyWrite Index (BXY SM ) Descripion of he CBOE S&P 500 2% OTM BuyWrie Index (BXY SM ) Inroducion. The CBOE S&P 500 2% OTM BuyWrie Index (BXY SM ) is a benchmark index designed o rack he performance of a hypoheical 2% ou-of-he-money

More information

(ii) Deriving constant price estimates of GDP: An illustration of chain-linking

(ii) Deriving constant price estimates of GDP: An illustration of chain-linking Case Sudies (ii) Derivin consan price esimaes of GDP: An illusraion of chain-linkin 1. Inroducion The Office for Naional Saisics 1 esimaes ha for 2006 he oal expendiure on oods and services produced by

More information

Session 4.2: Price and Volume Measures

Session 4.2: Price and Volume Measures Session 4.2: Price and Volume Measures Regional Course on Inegraed Economic Saisics o Suppor 28 SNA Implemenaion Leonidas Akriidis Office for Naional Saisics Unied Kingdom Conen 1. Inroducion 2. Price

More information

Question 1 / 15 Question 2 / 15 Question 3 / 28 Question 4 / 42

Question 1 / 15 Question 2 / 15 Question 3 / 28 Question 4 / 42 Deparmen of Applied Economics Johns Hopkins Universiy Economics 602 Macroeconomic Theory and olicy Final Exam rofessor Sanjay Chugh Fall 2008 December 8, 2008 NAME: The Exam has a oal of four (4) quesions

More information

INSTITUTE OF ACTUARIES OF INDIA

INSTITUTE OF ACTUARIES OF INDIA INSTITUTE OF ACTUARIES OF INDIA EXAMINATIONS 05 h November 007 Subjec CT8 Financial Economics Time allowed: Three Hours (14.30 17.30 Hrs) Toal Marks: 100 INSTRUCTIONS TO THE CANDIDATES 1) Do no wrie your

More information

Exam 1. Econ520. Spring 2017

Exam 1. Econ520. Spring 2017 Exam 1. Econ520. Spring 2017 Professor Luz Hendricks UNC Insrucions: Answer all quesions. Clearly number your answers. Wrie legibly. Do no wrie your answers on he quesion shees. Explain your answers do

More information

Portfolio investments accounted for the largest outflow of SEK 77.5 billion in the financial account, which gave a net outflow of SEK billion.

Portfolio investments accounted for the largest outflow of SEK 77.5 billion in the financial account, which gave a net outflow of SEK billion. BALANCE OF PAYMENTS DATE: 27-11-27 PUBLISHER: Saisics Sweden Balance of Paymens and Financial Markes (BFM) Maria Falk +46 8 6 94 72, maria.falk@scb.se Camilla Bergeling +46 8 6 942 6, camilla.bergeling@scb.se

More information

Econ 546 Lecture 4. The Basic New Keynesian Model Michael Devereux January 2011

Econ 546 Lecture 4. The Basic New Keynesian Model Michael Devereux January 2011 Econ 546 Lecure 4 The Basic New Keynesian Model Michael Devereux January 20 Road map for his lecure We are evenually going o ge 3 equaions, fully describing he NK model The firs wo are jus he same as before:

More information

Forecasting Sales: Models, Managers (Experts) and their Interactions

Forecasting Sales: Models, Managers (Experts) and their Interactions Forecasing Sales: Models, Managers (Expers) and heir Ineracions Philip Hans Franses Erasmus School of Economics franses@ese.eur.nl ISF 203, Seoul Ouline Key issues Durable producs SKU sales Opimal behavior

More information

An Introduction to PAM Based Project Appraisal

An Introduction to PAM Based Project Appraisal Slide 1 An Inroducion o PAM Based Projec Appraisal Sco Pearson Sanford Universiy Sco Pearson is Professor of Agriculural Economics a he Food Research Insiue, Sanford Universiy. He has paricipaed in projecs

More information

Macroeconomics II THE AD-AS MODEL. A Road Map

Macroeconomics II THE AD-AS MODEL. A Road Map Macroeconomics II Class 4 THE AD-AS MODEL Class 8 A Road Map THE AD-AS MODEL: MICROFOUNDATIONS 1. Aggregae Supply 1.1 The Long-Run AS Curve 1.2 rice and Wage Sickiness 2.1 Aggregae Demand 2.2 Equilibrium

More information

PRESS RELEASE EURO AREA ECONOMIC AND FINANCIAL DEVELOPMENTS BY INSTITUTIONAL SECTOR - FIRST QUARTER August 2012

PRESS RELEASE EURO AREA ECONOMIC AND FINANCIAL DEVELOPMENTS BY INSTITUTIONAL SECTOR - FIRST QUARTER August 2012 1 Augus 212 PRESS RELEASE EURO AREA ECONOMIC AND FINANCIAL DEVELOPMENTS BY INSTITUTIONAL SECTOR - FIRST QUARTER 212 In he firs quarer of 212, he annual growh rae 1 of households gross disposable income

More information

Section 4 The Exchange Rate in the Long Run

Section 4 The Exchange Rate in the Long Run Secion 4 he Exchange Rae in he Long Run 1 Conen Objecives Purchasing Power Pariy A Long-Run PPP Model he Real Exchange Rae Summary 2 Objecives o undersand he law of one price and purchasing power pariy

More information

Stylized fact: high cyclical correlation of monetary aggregates and output

Stylized fact: high cyclical correlation of monetary aggregates and output SIMPLE DSGE MODELS OF MONEY PART II SEPTEMBER 27, 2011 Inroducion BUSINESS CYCLE IMPLICATIONS OF MONEY Sylized fac: high cyclical correlaion of moneary aggregaes and oupu Convenional Keynesian view: nominal

More information

Balance of Payments. Second quarter 2012

Balance of Payments. Second quarter 2012 Balance of Paymens Second quarer 2012 Balance of Paymens Second quarer 2012 Saisics Sweden 2012 Balance of Paymens. Second quarer 2012 Saisics Sweden 2012 Producer Saisics Sweden, Balance of Paymens and

More information

Evaluating Projects under Uncertainty

Evaluating Projects under Uncertainty Evaluaing Projecs under Uncerainy March 17, 4 1 Projec risk = possible variaion in cash flows 2 1 Commonly used measure of projec risk is he variabiliy of he reurn 3 Mehods of dealing wih uncerainy in

More information

The Impact of Interest Rate Liberalization Announcement in China on the Market Value of Hong Kong Listed Chinese Commercial Banks

The Impact of Interest Rate Liberalization Announcement in China on the Market Value of Hong Kong Listed Chinese Commercial Banks Journal of Finance and Invesmen Analysis, vol. 2, no.3, 203, 35-39 ISSN: 224-0998 (prin version), 224-0996(online) Scienpress Ld, 203 The Impac of Ineres Rae Liberalizaion Announcemen in China on he Marke

More information

Population growth and intra-specific competition in duckweed

Population growth and intra-specific competition in duckweed Populaion growh and inra-specific compeiion in duckweed We will use a species of floaing aquaic plan o invesigae principles of populaion growh and inra-specific compeiion, in oher words densiy-dependence.

More information

Macroeconomics. Part 3 Macroeconomics of Financial Markets. Lecture 8 Investment: basic concepts

Macroeconomics. Part 3 Macroeconomics of Financial Markets. Lecture 8 Investment: basic concepts Macroeconomics Par 3 Macroeconomics of Financial Markes Lecure 8 Invesmen: basic conceps Moivaion General equilibrium Ramsey and OLG models have very simple assumpions ha invesmen ino producion capial

More information

IJRSS Volume 2, Issue 2 ISSN:

IJRSS Volume 2, Issue 2 ISSN: A LOGITIC BROWNIAN MOTION WITH A PRICE OF DIVIDEND YIELDING AET D. B. ODUOR ilas N. Onyango _ Absrac: In his paper, we have used he idea of Onyango (2003) he used o develop a logisic equaion used in naural

More information

t=1 C t e δt, and the tc t v t i t=1 C t (1 + i) t = n tc t (1 + i) t C t (1 + i) t = C t vi

t=1 C t e δt, and the tc t v t i t=1 C t (1 + i) t = n tc t (1 + i) t C t (1 + i) t = C t vi Exam 4 is Th. April 24. You are allowed 13 shees of noes and a calculaor. ch. 7: 137) Unless old oherwise, duraion refers o Macaulay duraion. The duraion of a single cashflow is he ime remaining unil mauriy,

More information

This specification describes the models that are used to forecast

This specification describes the models that are used to forecast PCE and CPI Inflaion Differenials: Convering Inflaion Forecass Model Specificaion By Craig S. Hakkio This specificaion describes he models ha are used o forecas he inflaion differenial. The 14 forecass

More information

USE REAL-LIFE DATA TO MOTIVATE YOUR STUDENTS 1

USE REAL-LIFE DATA TO MOTIVATE YOUR STUDENTS 1 USE REAL-LIFE DATA TO MOTIVATE YOUR STUDENTS 1 Rober E. Kowalczk and Adam O. Hausknech Universi of Massachuses Darmouh Mahemaics Deparmen, 285 Old Wespor Road, N. Darmouh, MA 2747-23 rkowalczk@umassd.edu

More information

An Analysis of Trend and Sources of Deficit Financing in Nepal

An Analysis of Trend and Sources of Deficit Financing in Nepal Economic Lieraure, Vol. XII (8-16), December 014 An Analysis of Trend and Sources of Defici Financing in Nepal Deo Narayan Suihar ABSTRACT Defici financing has emerged as an imporan ool of financing governmen

More information

Process of convergence dr Joanna Wolszczak-Derlacz. Lecture 4 and 5 Solow growth model (a)

Process of convergence dr Joanna Wolszczak-Derlacz. Lecture 4 and 5 Solow growth model (a) Process of convergence dr Joanna Wolszczak-Derlacz ecure 4 and 5 Solow growh model a Solow growh model Rober Solow "A Conribuion o he Theory of Economic Growh." Quarerly Journal of Economics 70 February

More information

Supplement to Models for Quantifying Risk, 5 th Edition Cunningham, Herzog, and London

Supplement to Models for Quantifying Risk, 5 th Edition Cunningham, Herzog, and London Supplemen o Models for Quanifying Risk, 5 h Ediion Cunningham, Herzog, and London We have received inpu ha our ex is no always clear abou he disincion beween a full gross premium and an expense augmened

More information

GDP: Production and Income Data published since 1947

GDP: Production and Income Data published since 1947 GDP: Producion and Income Daa published since 1947 GDP is he marke value of all final goods and services produced wihin a counry in a given period of ime. GDP is he sum of value added in he economy during

More information

1 Purpose of the paper

1 Purpose of the paper Moneary Economics 2 F.C. Bagliano - Sepember 2017 Noes on: F.X. Diebold and C. Li, Forecasing he erm srucure of governmen bond yields, Journal of Economerics, 2006 1 Purpose of he paper The paper presens

More information

7 pages 1. Hull and White Generalized model. Ismail Laachir. March 1, Model Presentation 1

7 pages 1. Hull and White Generalized model. Ismail Laachir. March 1, Model Presentation 1 7 pages 1 Hull and Whie Generalized model Ismail Laachir March 1, 212 Conens 1 Model Presenaion 1 2 Calibraion of he model 3 2.1 Fiing he iniial yield curve................... 3 2.2 Fiing he caple implied

More information

12. Exponential growth simulation.

12. Exponential growth simulation. 1. Exponenial growh simulaion. Mos people hink of exponenial growh as being growh ha is very fas. However, exponenial growh has a precise meaning a populaion grows exponenially when is growh rae is proporional

More information

Essential Mathematics for Economics and Business, 4 th Edition CHAPTER 5 : FINANCIAL MATHS.

Essential Mathematics for Economics and Business, 4 th Edition CHAPTER 5 : FINANCIAL MATHS. Essenial Mahemaics for Economics and Business, 4 h Ediion CHATER 5 : FINANCIAL MATHS. John Wiley and Sons 201 www.wiley.com/college/bradley John Wiley and Sons 201 Compound ineres: formula Compound ineres:

More information

Chapter Outline CHAPTER

Chapter Outline CHAPTER 8-0 8-1 Chaper Ouline CHAPTER 8 Sraegy and Analysis in Using Ne Presen Value 8.1 Decision Trees 8.2 Sensiiviy Analysis, Scenario Analysis, and Break-Even Analysis 8.3 Mone Carlo Simulaion 8. Opions 8.5

More information

Chapter 3. Time Value of Money

Chapter 3. Time Value of Money Chaper 3 Time Value of Money A bird in he hand is worh wo in he bush A folklore saying Learning Oucomes Upon compleion of his chaper, you will be able: 1. To evaluae he significance of he ime value of

More information

R e. Y R, X R, u e, and. Use the attached excel spreadsheets to

R e. Y R, X R, u e, and. Use the attached excel spreadsheets to HW # Saisical Financial Modeling ( P Theodossiou) 1 The following are annual reurns for US finance socks (F) and he S&P500 socks index (M) Year Reurn Finance Socks Reurn S&P500 Year Reurn Finance Socks

More information

Economics 602 Macroeconomic Theory and Policy Problem Set 9 Professor Sanjay Chugh Spring 2012

Economics 602 Macroeconomic Theory and Policy Problem Set 9 Professor Sanjay Chugh Spring 2012 Deparmen of Applied Economics Johns Hopkins Universiy Economics 602 Macroeconomic Theory and Policy Prolem Se 9 Professor Sanjay Chugh Spring 2012 1. Sock, Bonds, Bills, and he Financial Acceleraor. In

More information

Macroeconomics. Typical macro questions (I) Typical macro questions (II) Methodology of macroeconomics. Tasks carried out by macroeconomists

Macroeconomics. Typical macro questions (I) Typical macro questions (II) Methodology of macroeconomics. Tasks carried out by macroeconomists Macroeconomics Macroeconomics is he area of economics ha sudies he overall economic aciviy in a counry or region by means of indicaors of ha aciviy. There is no essenial divide beween micro and macroeconomics,

More information

Unemployment and Phillips curve

Unemployment and Phillips curve Unemploymen and Phillips curve 2 of The Naural Rae of Unemploymen and he Phillips Curve Figure 1 Inflaion versus Unemploymen in he Unied Saes, 1900 o 1960 During he period 1900 o 1960 in he Unied Saes,

More information

CURRENCY CHOICES IN VALUATION AND THE INTEREST PARITY AND PURCHASING POWER PARITY THEORIES DR. GUILLERMO L. DUMRAUF

CURRENCY CHOICES IN VALUATION AND THE INTEREST PARITY AND PURCHASING POWER PARITY THEORIES DR. GUILLERMO L. DUMRAUF CURRENCY CHOICES IN VALUATION AN THE INTEREST PARITY AN PURCHASING POWER PARITY THEORIES R. GUILLERMO L. UMRAUF TO VALUE THE INVESTMENT IN THE OMESTIC OR FOREIGN CURRENCY? Valuing an invesmen or an acquisiion

More information

A Note on Missing Data Effects on the Hausman (1978) Simultaneity Test:

A Note on Missing Data Effects on the Hausman (1978) Simultaneity Test: A Noe on Missing Daa Effecs on he Hausman (978) Simulaneiy Tes: Some Mone Carlo Resuls. Dikaios Tserkezos and Konsaninos P. Tsagarakis Deparmen of Economics, Universiy of Cree, Universiy Campus, 7400,

More information

Organize your work as follows (see book): Chapter 3 Engineering Solutions. 3.4 and 3.5 Problem Presentation

Organize your work as follows (see book): Chapter 3 Engineering Solutions. 3.4 and 3.5 Problem Presentation Chaper Engineering Soluions.4 and.5 Problem Presenaion Organize your work as follows (see book): Problem Saemen Theory and Assumpions Soluion Verificaion Tools: Pencil and Paper See Fig.. in Book or use

More information

Output: The Demand for Goods and Services

Output: The Demand for Goods and Services IN CHAPTER 15 how o incorporae dynamics ino he AD-AS model we previously sudied how o use he dynamic AD-AS model o illusrae long-run economic growh how o use he dynamic AD-AS model o race ou he effecs

More information

1. (S09T3) John must pay Kristen 10,000 at the end of 1 year. He also must pay Ahmad 30,000 at the end of year 2.

1. (S09T3) John must pay Kristen 10,000 at the end of 1 year. He also must pay Ahmad 30,000 at the end of year 2. Chaper 9, Secion 1 1. (S09T3) John mus pay Krisen 10,000 a he end of 1 year. He also mus pay Ahmad 30,000 a he end of year 2. John wans o exacly mach his liabiliies by purchasing he following wo bonds:

More information

The macroeconomic effects of fiscal policy in Greece

The macroeconomic effects of fiscal policy in Greece The macroeconomic effecs of fiscal policy in Greece Dimiris Papageorgiou Economic Research Deparmen, Bank of Greece Naional and Kapodisrian Universiy of Ahens May 22, 23 Email: dpapag@aueb.gr, and DPapageorgiou@bankofgreece.gr.

More information

OPTIMUM FISCAL AND MONETARY POLICY USING THE MONETARY OVERLAPPING GENERATION MODELS

OPTIMUM FISCAL AND MONETARY POLICY USING THE MONETARY OVERLAPPING GENERATION MODELS Kuwai Chaper of Arabian Journal of Business and Managemen Review Vol. 3, No.6; Feb. 2014 OPTIMUM FISCAL AND MONETARY POLICY USING THE MONETARY OVERLAPPING GENERATION MODELS Ayoub Faramarzi 1, Dr.Rahim

More information

Watch out for the impact of Scottish independence opinion polls on UK s borrowing costs

Watch out for the impact of Scottish independence opinion polls on UK s borrowing costs Wach ou for he impac of Scoish independence opinion polls on UK s borrowing coss Cosas Milas (Universiy of Liverpool; email: cosas.milas@liverpool.ac.uk) and Tim Worrall (Universiy of Edinburgh; email:

More information

VaR and Low Interest Rates

VaR and Low Interest Rates VaR and Low Ineres Raes Presened a he Sevenh Monreal Indusrial Problem Solving Workshop By Louis Doray (U de M) Frédéric Edoukou (U de M) Rim Labdi (HEC Monréal) Zichun Ye (UBC) 20 May 2016 P r e s e n

More information

A Theory of Tax Effects on Economic Damages. Scott Gilbert Southern Illinois University Carbondale. Comments? Please send to

A Theory of Tax Effects on Economic Damages. Scott Gilbert Southern Illinois University Carbondale. Comments? Please send to A Theory of Tax Effecs on Economic Damages Sco Gilber Souhern Illinois Universiy Carbondale Commens? Please send o gilbers@siu.edu ovember 29, 2012 Absrac This noe provides a heoreical saemen abou he effec

More information

Models of Default Risk

Models of Default Risk Models of Defaul Risk Models of Defaul Risk 1/29 Inroducion We consider wo general approaches o modelling defaul risk, a risk characerizing almos all xed-income securiies. The srucural approach was developed

More information

, where P is the number of bears at time t in years. dt (a) Given P (i) Find

, where P is the number of bears at time t in years. dt (a) Given P (i) Find CALCULUS BC WORKSHEET ON LOGISTIC GROWTH Work he following on noebook paper. Do no use your calculaor. 1. Suppose he populaion of bears in a naional park grows according o he logisic differenial equaion

More information

EVA NOPAT Capital charges ( = WACC * Invested Capital) = EVA [1 P] each

EVA NOPAT Capital charges ( = WACC * Invested Capital) = EVA [1 P] each VBM Soluion skech SS 2012: Noe: This is a soluion skech, no a complee soluion. Disribuion of poins is no binding for he correcor. 1 EVA, free cash flow, and financial raios (45) 1.1 EVA wihou adjusmens

More information

Inventory Investment. Investment Decision and Expected Profit. Lecture 5

Inventory Investment. Investment Decision and Expected Profit. Lecture 5 Invenory Invesmen. Invesmen Decision and Expeced Profi Lecure 5 Invenory Accumulaion 1. Invenory socks 1) Changes in invenory holdings represen an imporan and highly volaile ype of invesmen spending. 2)

More information

Dynamic Programming Applications. Capacity Expansion

Dynamic Programming Applications. Capacity Expansion Dynamic Programming Applicaions Capaciy Expansion Objecives To discuss he Capaciy Expansion Problem To explain and develop recursive equaions for boh backward approach and forward approach To demonsrae

More information

An Indian Journal FULL PAPER. Trade Science Inc. The principal accumulation value of simple and compound interest ABSTRACT KEYWORDS

An Indian Journal FULL PAPER. Trade Science Inc. The principal accumulation value of simple and compound interest ABSTRACT KEYWORDS [Type ex] [Type ex] [Type ex] ISSN : 0974-7435 Volume 0 Issue 8 BioTechnology 04 An Indian Journal FULL PAPER BTAIJ, 08), 04 [0056-006] The principal accumulaion value of simple and compound ineres Xudong

More information

Inflation Accounting. Advanced Financial Accounting

Inflation Accounting. Advanced Financial Accounting Inflaion Accouning Advanced Financial Accouning Inflaion: Definiions Decrease in purchasing power of money due o an increase in he general price level A process of seadily rising prices resuling in diminishing

More information