Allocating fixed costs in the postal sector in the presence of changing letter and parcel volumes: applied in outdoor delivery
|
|
- Dora Conley
- 5 years ago
- Views:
Transcription
1 IDEI- 764 February 3 Allocatng ed costs n the postal sector n the presence o changng letter and parcel volumes: appled n outdoor delvery P.De Donder H.remer P.Dudley and F.Rodrguez
2 Allocatng ed costs n the postal sector n the presence o changng letter and parcel volumes: appled n outdoor delvery. Introducton P De Donder H remer 3 P Dudley 4 F Rodrguez 5 he m o volumes handled by the Unversal Servce Provder (USP) s changng. Letter mal volumes are n declne and parcel volumes are growng. hese trends are epected to contnue wth the e-substtuton o letter mal and the e-commerce o parcels. urrent costng methods are based on a letter mals market and not set up to take account o ths change. Wth the current method the market trends lead to the transer o common and jont costs to parcels and consequently an ever ncreasng allocaton o ully allocated costs per tem wthn parcels. he purpose o ths paper s to look at the propertes o the cost uncton that would provde a more ntutve and potentally more approprate cost allocaton n the changng crcumstances. ost allocaton s ncluded as part o the European Postal Servces Drectve Artcle 4.3. hs sets out that costs whch can be drectly assgned to a partcular servce or product shall be so assgned ; and common costs that s costs whch cannot be drectly assgned to a partcular servce or product shall be allocated n the ollowng manner () whenever possble common costs shall be allocated on the bass o drect analyss o the orgn o the costs themselves; () when drect analyss s not possble common cost categores shall be allocated on the bass o an ndrect lnkage to another cost category or group o cost categores or whch a drect assgnment or allocaton s possble; the ndrect lnkage shall be based on comparable cost structures; () when nether drect nor ndrect measures o cost allocaton can be ound the cost category shall be allocated on the bass o a general allocator computed by usng the rato o all epenses drectly or ndrectly assgned or allocated on the one hand to each o the unversal servces and on the other hand to the other servces; (v) common costs whch are necessary or the provson o both unversal servces and non-unversal servces shall be allocated approprately; the same cost drvers must be appled to both unversal servces and non-unversal servces. Wthn the postal sector Robnson and McMurde (9) developed an operatonal model and method or the allocaton o cost usng the drvers o class and products wthn the unversal servce; ther approach allocated proportonately more cost to hgher class and Unversal Servce Oblgaton (USO) products. De Donder et al () modelled parcels wthn the USP n the contet o competton wthn the delvery to rural areas; n subsequent papers by De Donder et al (8) the USP s charactersed as havng ed costs and margnal costs or the provson o ts servces. Mautno et al (3) developed an approach to estmate long run average ncremental costs or the postal sector. hs ncluded an eplanaton o the economes o scale and scope ound wthn outdoor collecton and delvery; there are jont costs n outdoor delvery whch mean he analyss contaned n ths paper relects the vew o the authors and may not necessarly be those o the nsttutons that employ them. orrespondng author oulouse School o Economcs (GREMAQ-NRS and IDEI) phlppe.dedonder@tse-r.eu 3 oulouse School o Economcs (GREMAQ Insttut unverstare de France and IDEI). 4 Head o Economcs Royal Mal Group. 5 Assocate Oera.
3 that the ncremental cost o an addtonal tem s oten assocated wth the lkelhood o havng to delver and thereore walk up the path to an address; the ncremental cost o delverng an tem reduces wth ncreased volume as the proporton o addresses vsted ncreases at a decreasng rate. hs paper develops a model wth welare mamsaton by the USP wth separate goods subject to a budget constrant where there are margnal jont and ed costs whch take account o the economes o scale and scope n delvery. Under the Postal Servces Drectve rst drect costs are dented or goods second ndrect attrbutable costs are allocated and nally ndrect nonattrbutable costs are to be apportoned usng EPMU. In the contet o the model the drect costs are the margnal costs the ndrect attrbutable costs are the jont costs and addtonal unt costs and the ndrect non-attrbutable costs are the resdual ed costs (.e. the ed costs less the margnal and jont (unt) costs). o ocus on the prncples o cost allocaton the model has two goods o letters and parcels n outdoor delvery; the same model could be etended to nclude more dmensons but the outdoor delvery s a sgncant component o the USP and s known to have sgncant economes o scale and scope. In the rst two stages o analyss the cost uncton ncludes the margnal and ed costs or letters and parcels and n the nal stage addtonally a jont cost component. he margnal costs ncrease at a decreasng rate and the jont cost s such that an ncrease n volume o one good ncreases the cost o the other good but at a decreasng rate. Hence both margnal and jont costs relect the presence o economes o scale. More speccally the ntal analyss assumes that the margnal costs or letters and parcels are separate and decreasng n volume wth the same mode o delvery method. hs s sucent to obtan an outcome whereby the margnal cost o letters ncreases and that or parcels reduces as letter volumes reduce and parcels ncrease such that the ed cost (allocated under constant demand elastcty assumptons or equ-proportonal mark up (EPMU)) leads to the unt cost o letters rsng more than parcels. hs s llustrated by a numercal eample. he llustraton s then etended to consder the case where parcels are more demand elastc than letters such that under Ramsey rules the movements n unt costs or letters and parcels are urther enhanced. he second analyss takes account o two delvery methods or letters and parcels one o ed capacty trolleys known as Hgh apacty rolleys (Hs) that are used on walks to carry letters and some parcels and one o a hgher capacty vans whch lend themselves more to parcels delvery. he letters are assumed to have prorty use o the Hs and the resdual space on a H s used or parcels wth resdual parcels then delvered by van. When the cost unctonal orm s obb Douglas or a sngle route only the results have smlar propertes to those n the ntal analyss. he thrd analyss develops the second analyss urther to nclude multple routes where there s a dstrbuton or the porton o H ll by letters by route. When the cost unctonal orm s obb Douglas assumng multple routes the results agan can have smlar propertes to those n the ntal analyss but n ths nstance there are not only margnal and ed costs but also jont costs wth the cost uncton havng cross elastctes o ts costs. he analytcal model s set out and developed n Secton. he llustratons are ncluded n Secton 3. Secton 4 concludes.
4 . Models. Frst model For the model there s one rm and two products and. One could be packets and the other one letters. he demands or the two products are ndependent o each other and gven by p and p where denotes the quantty and p the prce o good. hese demands are obtaned when consumers mamze ther utlty U p p U or gven p and p wth respect to and. he cost uncton o the rm has both varable and ed components and components that can be attrbuted to one good versus overheads. Wth no jont cost and decreasng margnal costs the total cost uncton o the rm s gven by: wth decreasng margnal costs: c F c F F c or =. he rm mamses welare subject to some prot constrant where prot gven by has to be larger than some mnmum amount. he Lagrangan epresson o ths problem s L U When mamzng L wth respect to p p U p p. p the ollowng Ramsey epresson or good s obtaned p / p where s the (absolute value o the) own-prce elastcty o the demand or good and where snce margnal cost s decreasng. c c c Observe that snce margnal cost s decreasng the Ramsey ormula wth generates prces (equal to margnal costs) that do not even cover varable costs. 3
5 I the volume o good decreases or an eogenous reason (meanng or any gven prce the demand s now lower) whle the demand or good ncreases than margnal costs wll ncrease or good whle they wll decrease or good meanng a larger prce o good and a smaller prce or good.. Second model he rst model s developed to account or two modes o delvery. Parcels are delvered jontly wth letters usng Hgh apacty rolleys (H). When the capacty constrant o the H s bndng the parcels that cannot t are delvered wth a van. For smplcty t s assumed that there s a sngle aggregate route that the H capacty s large enough to delver all letters but not large enough to accommodate all parcels. he volume o parcels delvered wth H s denoted by denoted by wth. 4 and the volume o parcels delvered by van s he capacty per tem taken by a letter n the H by a and the capacty per tem taken by a parcel by b wth b a. he capacty constrant o the H s a b and t s assumed that ths constrant s bndng (.e. holds wth equalty). he ollowng epresson s then obtaned and he cost uncton or vans s denoted by K K a () b K a () b c F and t s assumed that there are ncreasng returns to scale so that margnal costs are decreasng: he cost uncton or Hs s When combned wth () ths yelds c. F
6 ( K a ) b F / Observe that ths cost s only a uncton o wth and ( K a ) b K a / b K ( K a ) / b b so that margnal costs are decreasng. Hence ths has smlar propertes to the rst model wth no jont costs but decreasng margnal costs. he role played by the number o letters s more comple because havng more letters shts parcels rom H to vans. he parameters used nclude: K a and b (the capacty o a H n terms o both parcels and letters) the shape o c (the varable cost uncton or vans); and F and F (the ed costs o vans and trolleys)..3 hrd model In a urther development o the second model t s assumed that some Hs on some routes are not ull so that the total volume o parcels delvered by H ncreases wth the total amount o parcels delvered. As volumes ncrease the capacty constrant on Hs becomes bndng or an ncreasng racton o routes so that the relatonshp between and s concave and gven by the uncton wth and. he ntuton or ths assumpton runs as ollows. When s very small there s enough space on Hs on every route to accommodate parcels so that and. As parcels volumes ncrease the capacty constrant or Hs becomes bndng on an ncreasng number o routes so that n the aggregate and. At the lmt when volumes are very large Hs are saturated on all routes and nk (where K s the capacty constrant o an ndvdual H and where n s the number o routes) so that. It s assumed that the operaton o volumes s such that the capacty constrant o the Hs s bndng on some but not all routes so that and ". Usng the same ormulaton as n the Secton. or the cost unctons the ollowng s obtaned: Whle we smply the van delvery cost to have F 5
7 6 F c Where c s the constant margnal delvery cost wth vans. Denotng total cost by the ollowng s obtaned / ) ( so that a jont cost uncton s obtaned wth postve cross dervatve. In addton ) ( so that the total cost s ncreasng and concave n the number o letters. As or the mpact o the number o parcels we obtan ) ( c where the rst term s the margnal H cost and the second term the margnal van cost and where both terms are postve snce havng more parcels ncreases the number o parcels delvered both wth Hs and wth vans. onsequently ) " ( " c where the rst term pertans to the H cost uncton and s negatve (so that ths part o the uncton s concave) whle the second term pertans to the van cost uncton and s postve (so that ths part o the cost uncton s conve). he aggregate cost uncton s then concave n the number o parcels provded that the second term s not too postve (.e. that c s not too large). In that case the aggregate cost uncton s ncreasng and concave separately n both the number o parcels and o letters and ehbts a postve rst order cross-dervatve. hese are the same propertes as those o a smple obb-douglas uncton..
8 3. Illustraton For the rst model analyss n Secton. a numercal eample s developed assumng an so-elastc demand uncton p k p r and where costs are gven by so that c / and c / / / Good s twce more epensve than good or any margnal costs are decreasng but total costs are ncreasng. he same elastcty s assumed or both goods: r r. 3. he parameters k n the demand unctons are trend parameters. hese aect the sze o the demand wthout changng the senstvty o the demand unctons to prce (the demand elastctes). For smplcty t s assumed that F F F. able shows the optmal values o p and p when k k when (so that ) and when s obtaned endogenously so that. able : optmal values o p and p when k k when (so that ) and when s obtaned endogenously so that. = p.44 p As eplaned above even when there s no ed costs when s set eogenously at. When s set endogenously so that prces ncrease and we have p p snce good s more epensve. Observe that p s more than twce p (even though t costs eactly twce as much or the same quantty) because hgher prces translate nto lower quanttes and thus nto larger margnal costs. When k =.7 and k =. the demand elastctes are unchanged but the ncrease n the quantty o good s smaller than the decrease n the quantty demanded o good or any prce p p p. he results are reported n able. 7
9 able : optmal values o p and p when k. 7 and k. when (so that ) and when s obtaned endogenously so that. = p.55.3 p ompared to able p ncreases whle p decreases (both wth and wth endogenous ) because lower quanttes ncrease margnal costs or good whle the opposte occurs or good. In contrast t s assumed that parcels are more prce elastc than letters such that r. 3 and r the equvalent results to ables and are shown n ables 3 and 4 respectvely. able 3: optmal values o p and p when k k when (so that ) and when s obtaned endogenously so that wth more elastc demand or parcels. = p p able 4: optmal values o p and p when k. 7 and k. when (so that ) and when s obtaned endogenously so that wth more elastc demand or parcels. = p p Increasng r does not change the equlbrum prces wth when k k but slghtly decreases p when k k. Observe that there s margnal cost prcng when. he reason why the equlbrum prce changes only margnally s because the margnal cost s a uncton o quantty and the quantty demanded s aected by a varaton o r ecept n the specal case where p whch happens when k k. 8
10 When ncreasng r ncreases the prce o the prce-nelastc good (letter) and decreases the prce o the prce-elastc good (parcel). Hence p p even though good s twce more costly to delver than good when he varaton o k s has the same qualtatve mpact on equlbrum prces or the two conguratons o demand elastctes. Observe that the Ramsey prces wth endogenous reported n ables and are also EPMU prces here because the mark-up over margnal costs s proportonal to the same elastcty (wth r r ). able 5 compares the EPMU prces wth the Ramsey prces when the elastctes der. Wth EPMU the mark-up over margnal cost s eactly % or both goods. Good s twce as cheap to delver as good (when ). Wth p p ths cost derence s urther magned because the margnal costs decrease wth volume (when ) such that p 4 p under EPMU. Hence an EPMU rule or the recovery and allocaton o ed costs leads to a sgncantly hgher cost allocaton nto good n able 5 when compared to the results shown n the prevous tables. 4. oncluson able 5: recovery o ed costs under EMPU optmal values o p and p wth more elastc demand or parcels. EPMU p p 4 - k k r.3 r he postal market s changng such that letter volumes are n declne and parcel volumes ncreasng. urrent costng methods may not take account o ths change and lead unt costs or parcels ncreasng dsproportonately. As parcel volume ncreases and letter volume declnes t s possble that the porton o ed cost attrbuted to parcels ncreases stays the same or decreases dependng on the specc cost uncton and ts calbraton. he analyss shows how ths may be addressed through the dentcaton and applcaton o approprate cost unctons. he rst analyss assumes that the margnal costs o letters and packets are separate and decreasng n volume. Wth letter volumes decreasng and parcel volumes ncreasng ths unctonalty would ncrease the unt cost or letters relatve to parcels. However ths s a smple analyss. he second analyss ntroduces two delvery methods (e.g. Hs and vans) or letters and parcels and a obb Douglas unctonal orm wth prorty or Hs gven to letters. For a sngle route the results have smlar propertes whereby wth letter volumes decreasng and parcel volumes ncreasng the same unctonal orm or costs would ncrease the unt cost or letters relatvely more than parcels. However ths analyss assumes a sngle route. Hence the thrd analyss ntroduces multple routes and varaton n the share o H capacty dedcated to letters wthn a obb Douglas unctonal orm. Whle the analytc calculatons are more comple and ntroduce cross cost elastctes and thereore jont costs the result agan can be obtaned whereby 9
11 wth letter volumes decreasng and parcel volumes ncreasng the unctonal orm would ncrease the unt cost or letters relatvely more than parcels. Hence n summary our analyss dentes the unctonal orm or supply sde cost unctons that has the property o allocatng proportonally more o the ed cost to letters and less to parcels market trends contnue. hs outcome occurs smply through the supply sde cost uncton that s when the demand elastctes or letters and parcels are assumed to be the same or there s an EPMU mark up on margnal & jont costs. he drecton o the cost allocaton could be urther strengthened rom the demand sde under Ramsey rules where the demand elastcty or parcels s greater than that or letters as llustrated n ths paper. A obb Douglas cost uncton s a partcular orm that assumes constant cost elastctes or the two goods and a partcular relatonshp between those two elastctes. It may be approprate through emprcal analyss to assess whether the cost unctons have a obb Douglas unctonal orm and what ts parameter values look lke n practce. Publshed econometrc models n delvery to-date have tended to ocus on orms wth constant cost elastctes n volume but have not consdered ths specc pont. Rather than provde numercal estmates ths paper assumes values to llustrate through smple eamples or the rst analyss and dentes the parameters that would need to be valued rom emprcal analyss. hat s to say t asssts n dentyng what to look or wthn the emprcal analyss or the cost uncton to have the sad propertes. In terms o the uture development and applcaton o ths type o model ts ocus here has been on two goods and two delvery methods n outdoor delvery. Outdoor delvery comprses a sgncant porton o overall USP costs ts daly provson s a sgncant component wthn the unversal servce provson and there s known to be consderable economes o scale and scope. he model could be epanded to consder more goods and delvery methods. Further consderaton could also be gven to consder whether obb Douglas cost unctons apply n other parts o the ppelne. Moreover consderaton also could be gven as to whether the USP s goods contnue to recover ther margnal and jont costs n the presence o competton to the USP rom alternatve supplers. Reerences De Donder P. remer H. and Rodrguez F. () Access Prcng and Parcels Delvery n Postal and Delvery Servces: delverng on competton ed. rew and Klendorer Kluwer Academc Publshers. De Donder P. remer H. Dudley P. Rodrguez F. (8) Prcng welare and organzatonal constrants or postal operators n ompetton and Regulaton n the Postal and Delvery Sector ed. rew and Klendorer Edward Edgar. Mautno L. Dudley P. Prettyman J. and Heagney F. (3) Estmatng long run ncremental costs n the postal sector: A UK perspectve n Reormng the Postal Sector n the Face o Electronc ompetton ed. rew and Klendorer Edward Edgar. Robnson R. and McMurde J. (9) Postal costng beyond AB: estmatng the economc cost o mal servces n Progress n the ompettve Agenda n the Postal and Delvery Sector ed. M rew and P R Klendorer Edward Edgar.
Elements of Economic Analysis II Lecture VI: Industry Supply
Elements of Economc Analyss II Lecture VI: Industry Supply Ka Hao Yang 10/12/2017 In the prevous lecture, we analyzed the frm s supply decson usng a set of smple graphcal analyses. In fact, the dscusson
More informationAnswers to exercises in Macroeconomics by Nils Gottfries 2013
. a) C C b C C s the ntercept o the consumpton uncton, how much consumpton wll be at zero ncome. We can thnk that, at zero ncome, the typcal consumer would consume out o hs assets. The slope b s the margnal
More informationNumerical Analysis ECIV 3306 Chapter 6
The Islamc Unversty o Gaza Faculty o Engneerng Cvl Engneerng Department Numercal Analyss ECIV 3306 Chapter 6 Open Methods & System o Non-lnear Eqs Assocate Pro. Mazen Abualtaye Cvl Engneerng Department,
More informationClearing Notice SIX x-clear Ltd
Clearng Notce SIX x-clear Ltd 1.0 Overvew Changes to margn and default fund model arrangements SIX x-clear ( x-clear ) s closely montorng the CCP envronment n Europe as well as the needs of ts Members.
More informationConsumption Based Asset Pricing
Consumpton Based Asset Prcng Mchael Bar Aprl 25, 208 Contents Introducton 2 Model 2. Prcng rsk-free asset............................... 3 2.2 Prcng rsky assets................................ 4 2.3 Bubbles......................................
More informationCHAPTER 9 FUNCTIONAL FORMS OF REGRESSION MODELS
CHAPTER 9 FUNCTIONAL FORMS OF REGRESSION MODELS QUESTIONS 9.1. (a) In a log-log model the dependent and all explanatory varables are n the logarthmc form. (b) In the log-ln model the dependent varable
More information- contrast so-called first-best outcome of Lindahl equilibrium with case of private provision through voluntary contributions of households
Prvate Provson - contrast so-called frst-best outcome of Lndahl equlbrum wth case of prvate provson through voluntary contrbutons of households - need to make an assumpton about how each household expects
More informationA Network Modeling Approach for the Optimization of Internet-Based Advertising Strategies and Pricing with a Quantitative Explanation of Two Paradoxes
A Network Modelng Approach or the Optmzaton o Internet-Based Advertsng Strateges and Prcng wth a Quanttatve Explanaton o Two Paradoxes Lan Zhao Department o Mathematcs and Computer Scences SUNY/College
More informationMicroeconomics: BSc Year One Extending Choice Theory
mcroeconomcs notes from http://www.economc-truth.co.uk by Tm Mller Mcroeconomcs: BSc Year One Extendng Choce Theory Consumers, obvously, mostly have a choce of more than two goods; and to fnd the favourable
More informationEconomic Design of Short-Run CSP-1 Plan Under Linear Inspection Cost
Tamkang Journal of Scence and Engneerng, Vol. 9, No 1, pp. 19 23 (2006) 19 Economc Desgn of Short-Run CSP-1 Plan Under Lnear Inspecton Cost Chung-Ho Chen 1 * and Chao-Yu Chou 2 1 Department of Industral
More informationUNIVERSITY OF NOTTINGHAM
UNIVERSITY OF NOTTINGHAM SCHOOL OF ECONOMICS DISCUSSION PAPER 99/28 Welfare Analyss n a Cournot Game wth a Publc Good by Indraneel Dasgupta School of Economcs, Unversty of Nottngham, Nottngham NG7 2RD,
More informationTests for Two Correlations
PASS Sample Sze Software Chapter 805 Tests for Two Correlatons Introducton The correlaton coeffcent (or correlaton), ρ, s a popular parameter for descrbng the strength of the assocaton between two varables.
More informationMgtOp 215 Chapter 13 Dr. Ahn
MgtOp 5 Chapter 3 Dr Ahn Consder two random varables X and Y wth,,, In order to study the relatonshp between the two random varables, we need a numercal measure that descrbes the relatonshp The covarance
More informationEconomics 1410 Fall Section 7 Notes 1. Define the tax in a flexible way using T (z), where z is the income reported by the agent.
Economcs 1410 Fall 2017 Harvard Unversty Yaan Al-Karableh Secton 7 Notes 1 I. The ncome taxaton problem Defne the tax n a flexble way usng T (), where s the ncome reported by the agent. Retenton functon:
More informationNumber of women 0.15
. Grouped Data (a Mdponts Trmester (months Number o women Relatve Frequency Densty.5 [0, 3 40 40/400 = 0.60 0.60/3 = 0. 4.5 [3, 6 60 60/400 = 0.5 0.5/3 = 0.05 7.5 [6, 9 00 00/400 = 0.5 0.5/3 = 0.0833 0.60
More information15-451/651: Design & Analysis of Algorithms January 22, 2019 Lecture #3: Amortized Analysis last changed: January 18, 2019
5-45/65: Desgn & Analyss of Algorthms January, 09 Lecture #3: Amortzed Analyss last changed: January 8, 09 Introducton In ths lecture we dscuss a useful form of analyss, called amortzed analyss, for problems
More informationTaxation and Externalities. - Much recent discussion of policy towards externalities, e.g., global warming debate/kyoto
Taxaton and Externaltes - Much recent dscusson of polcy towards externaltes, e.g., global warmng debate/kyoto - Increasng share of tax revenue from envronmental taxaton 6 percent n OECD - Envronmental
More informationPrice and Quantity Competition Revisited. Abstract
rce and uantty Competton Revsted X. Henry Wang Unversty of Mssour - Columba Abstract By enlargng the parameter space orgnally consdered by Sngh and Vves (984 to allow for a wder range of cost asymmetry,
More informationA MODEL OF COMPETITION AMONG TELECOMMUNICATION SERVICE PROVIDERS BASED ON REPEATED GAME
A MODEL OF COMPETITION AMONG TELECOMMUNICATION SERVICE PROVIDERS BASED ON REPEATED GAME Vesna Radonć Đogatovć, Valentna Radočć Unversty of Belgrade Faculty of Transport and Traffc Engneerng Belgrade, Serba
More informationOptimal Service-Based Procurement with Heterogeneous Suppliers
Optmal Servce-Based Procurement wth Heterogeneous Supplers Ehsan Elah 1 Saf Benjaafar 2 Karen L. Donohue 3 1 College of Management, Unversty of Massachusetts, Boston, MA 02125 2 Industral & Systems Engneerng,
More informationQuiz on Deterministic part of course October 22, 2002
Engneerng ystems Analyss for Desgn Quz on Determnstc part of course October 22, 2002 Ths s a closed book exercse. You may use calculators Grade Tables There are 90 ponts possble for the regular test, or
More information3: Central Limit Theorem, Systematic Errors
3: Central Lmt Theorem, Systematc Errors 1 Errors 1.1 Central Lmt Theorem Ths theorem s of prme mportance when measurng physcal quanttes because usually the mperfectons n the measurements are due to several
More informationAn Application of Alternative Weighting Matrix Collapsing Approaches for Improving Sample Estimates
Secton on Survey Research Methods An Applcaton of Alternatve Weghtng Matrx Collapsng Approaches for Improvng Sample Estmates Lnda Tompkns 1, Jay J. Km 2 1 Centers for Dsease Control and Preventon, atonal
More informationCh Rival Pure private goods (most retail goods) Non-Rival Impure public goods (internet service)
h 7 1 Publc Goods o Rval goods: a good s rval f ts consumpton by one person precludes ts consumpton by another o Excludable goods: a good s excludable f you can reasonably prevent a person from consumng
More informationIn the 1990s, Japanese economy has experienced a surge in the unemployment rate,
Productvty Growth and the female labor supply n Japan Yoko Furukawa * Tomohko Inu Abstract: In the 990s, Japanese economy has experenced a surge n the unemployment rate, and ths s due partly to the recent
More informationCS 286r: Matching and Market Design Lecture 2 Combinatorial Markets, Walrasian Equilibrium, Tâtonnement
CS 286r: Matchng and Market Desgn Lecture 2 Combnatoral Markets, Walrasan Equlbrum, Tâtonnement Matchng and Money Recall: Last tme we descrbed the Hungaran Method for computng a maxmumweght bpartte matchng.
More information901 Notes: 11.doc Department of Economics Clemson University
901 Notes: 11.doc Department of Economcs Clemson nversty Consumer's Surplus 1 The dea of consumer's surplus s to attempt to measure n money terms the value of consumpton of a good from the nformaton contaned
More informationCE 6512: Transportation Engineering Economics. Introduction. Zia Wadud
CE 652: Transportaton Engneerng Economcs Introducton Za Wadud About the course: Faculty Charsma F Choudhury, Rm 529, cfc@ce.buet.ac.bd http://teacher.buet.ac.bd/cfc Za Wadud, Rm 644, zawadud@ce.buet.ac.bd
More informationREFINITIV INDICES PRIVATE EQUITY BUYOUT INDEX METHODOLOGY
REFINITIV INDICES PRIVATE EQUITY BUYOUT INDEX METHODOLOGY 1 Table of Contents INTRODUCTION 3 TR Prvate Equty Buyout Index 3 INDEX COMPOSITION 3 Sector Portfolos 4 Sector Weghtng 5 Index Rebalance 5 Index
More informationOPERATIONS RESEARCH. Game Theory
OPERATIONS RESEARCH Chapter 2 Game Theory Prof. Bbhas C. Gr Department of Mathematcs Jadavpur Unversty Kolkata, Inda Emal: bcgr.umath@gmal.com 1.0 Introducton Game theory was developed for decson makng
More informationECONOMETRICS - FINAL EXAM, 3rd YEAR (GECO & GADE)
ECONOMETRICS - FINAL EXAM, 3rd YEAR (GECO & GADE) May 17, 2016 15:30 Frst famly name: Name: DNI/ID: Moble: Second famly Name: GECO/GADE: Instructor: E-mal: Queston 1 A B C Blank Queston 2 A B C Blank Queston
More informationTests for Two Ordered Categorical Variables
Chapter 253 Tests for Two Ordered Categorcal Varables Introducton Ths module computes power and sample sze for tests of ordered categorcal data such as Lkert scale data. Assumng proportonal odds, such
More informationII. Random Variables. Variable Types. Variables Map Outcomes to Numbers
II. Random Varables Random varables operate n much the same way as the outcomes or events n some arbtrary sample space the dstncton s that random varables are smply outcomes that are represented numercally.
More informationNotes are not permitted in this examination. Do not turn over until you are told to do so by the Invigilator.
UNIVERSITY OF EAST ANGLIA School of Economcs Man Seres PG Examnaton 2016-17 BANKING ECONOMETRICS ECO-7014A Tme allowed: 2 HOURS Answer ALL FOUR questons. Queston 1 carres a weght of 30%; queston 2 carres
More informationFinance 402: Problem Set 1 Solutions
Fnance 402: Problem Set 1 Solutons Note: Where approprate, the fnal answer for each problem s gven n bold talcs for those not nterested n the dscusson of the soluton. 1. The annual coupon rate s 6%. A
More informationPricing Policies under Different Objectives: Implications for the Pricing Behaviour of AWB Ltd.
AARES Conference Paper hursday, 14 th February 00 Prcng Polces under Dfferent Objectves: Implcatons for the Prcng Behavour of AWB Ltd. by Alexandra Lobb & Rob Fraser Key Words: change of objectves; prvatzaton;
More informationMode is the value which occurs most frequency. The mode may not exist, and even if it does, it may not be unique.
1.7.4 Mode Mode s the value whch occurs most frequency. The mode may not exst, and even f t does, t may not be unque. For ungrouped data, we smply count the largest frequency of the gven value. If all
More informationNEW APPROACH TO THEORY OF SIGMA-DELTA ANALOG-TO-DIGITAL CONVERTERS. Valeriy I. Didenko, Aleksander V. Ivanov, Aleksey V.
NEW APPROACH TO THEORY OF IGMA-DELTA ANALOG-TO-DIGITAL CONVERTER Valery I. Ddenko, Aleksander V. Ivanov, Aleksey V. Teplovodsky Department o Inormaton and Measurng Technques Moscow Power Engneerng Insttute
More informationTHE ECONOMICS OF TAXATION
THE ECONOMICS OF TAXATION Statc Ramsey Tax School of Economcs, Xamen Unversty Fall 2015 Overvew of Optmal Taxaton Combne lessons on ncdence and effcency costs to analyze optmal desgn of commodty taxes.
More informationLecture Note 2 Time Value of Money
Seg250 Management Prncples for Engneerng Managers Lecture ote 2 Tme Value of Money Department of Systems Engneerng and Engneerng Management The Chnese Unversty of Hong Kong Interest: The Cost of Money
More informationMarket Power and Strategy
Notes on Market Power and Strategy Aprl 03 Iñak Agurre Departamento de Fundamentos del Análss Económco I Unversdad del País Vasco Inde Chapter. Monopoly Introducton.. Proft mamzaton by a monopolstc frm...
More informationSolution of periodic review inventory model with general constrains
Soluton of perodc revew nventory model wth general constrans Soluton of perodc revew nventory model wth general constrans Prof Dr J Benkő SZIU Gödöllő Summary Reasons for presence of nventory (stock of
More informationEDC Introduction
.0 Introducton EDC3 In the last set of notes (EDC), we saw how to use penalty factors n solvng the EDC problem wth losses. In ths set of notes, we want to address two closely related ssues. What are, exactly,
More informationDomestic Savings and International Capital Flows
Domestc Savngs and Internatonal Captal Flows Martn Feldsten and Charles Horoka The Economc Journal, June 1980 Presented by Mchael Mbate and Chrstoph Schnke Introducton The 2 Vews of Internatonal Captal
More informationChapter 3 Descriptive Statistics: Numerical Measures Part B
Sldes Prepared by JOHN S. LOUCKS St. Edward s Unversty Slde 1 Chapter 3 Descrptve Statstcs: Numercal Measures Part B Measures of Dstrbuton Shape, Relatve Locaton, and Detectng Outlers Eploratory Data Analyss
More informationIntensive vs Extensive Margin Tradeo s in a Simple Monetary Search Model
Intensve vs Extensve Margn Tradeo s n a Smple Monetary Search Model Sébasten Lotz y Unversty of Pars 2 Andre Shevchenko z Mchgan State Unversty Aprl 2006 hrstopher Waller x Unversty of Notre Dame Abstract
More informationProspect Theory and Asset Prices
Fnance 400 A. Penat - G. Pennacch Prospect Theory and Asset Prces These notes consder the asset prcng mplcatons of nvestor behavor that ncorporates Prospect Theory. It summarzes an artcle by N. Barbers,
More information3/3/2014. CDS M Phil Econometrics. Vijayamohanan Pillai N. Truncated standard normal distribution for a = 0.5, 0, and 0.5. CDS Mphil Econometrics
Lmted Dependent Varable Models: Tobt an Plla N 1 CDS Mphl Econometrcs Introducton Lmted Dependent Varable Models: Truncaton and Censorng Maddala, G. 1983. Lmted Dependent and Qualtatve Varables n Econometrcs.
More informationThe Integration of the Israel Labour Force Survey with the National Insurance File
The Integraton of the Israel Labour Force Survey wth the Natonal Insurance Fle Natale SHLOMO Central Bureau of Statstcs Kanfey Nesharm St. 66, corner of Bach Street, Jerusalem Natales@cbs.gov.l Abstact:
More informationWelfare Aspects in the Realignment of Commercial Framework. between Japan and China
Prepared for the 13 th INFORUM World Conference n Huangshan, Chna, July 3 9, 2005 Welfare Aspects n the Realgnment of Commercal Framework between Japan and Chna Toshak Hasegawa Chuo Unversty, Japan Introducton
More informationLecture 9 Cochrane Chapter 8 Conditioning information
Lecture 9 Cochrane Chapter 8 Condtonng normaton β u'( c t+ Pt = Et xt+ or Pt = Et mt+ xt+ or Pt = E mt+ xt+ It u'( ct normaton at tme t I x t and m t are d Vt, then uncondtonal expectatons are the same
More informationSurvey of Math Test #3 Practice Questions Page 1 of 5
Test #3 Practce Questons Page 1 of 5 You wll be able to use a calculator, and wll have to use one to answer some questons. Informaton Provded on Test: Smple Interest: Compound Interest: Deprecaton: A =
More informationMULTIPLE CURVE CONSTRUCTION
MULTIPLE CURVE CONSTRUCTION RICHARD WHITE 1. Introducton In the post-credt-crunch world, swaps are generally collateralzed under a ISDA Master Agreement Andersen and Pterbarg p266, wth collateral rates
More informationTeaching Note on Factor Model with a View --- A tutorial. This version: May 15, Prepared by Zhi Da *
Copyrght by Zh Da and Rav Jagannathan Teachng Note on For Model th a Ve --- A tutoral Ths verson: May 5, 2005 Prepared by Zh Da * Ths tutoral demonstrates ho to ncorporate economc ves n optmal asset allocaton
More informationEvaluating Performance
5 Chapter Evaluatng Performance In Ths Chapter Dollar-Weghted Rate of Return Tme-Weghted Rate of Return Income Rate of Return Prncpal Rate of Return Daly Returns MPT Statstcs 5- Measurng Rates of Return
More informationEquilibrium in Prediction Markets with Buyers and Sellers
Equlbrum n Predcton Markets wth Buyers and Sellers Shpra Agrawal Nmrod Megddo Benamn Armbruster Abstract Predcton markets wth buyers and sellers of contracts on multple outcomes are shown to have unque
More informationINTRODUCTION TO MACROECONOMICS FOR THE SHORT RUN (CHAPTER 1) WHY STUDY BUSINESS CYCLES? The intellectual challenge: Why is economic growth irregular?
INTRODUCTION TO MACROECONOMICS FOR THE SHORT RUN (CHATER 1) WHY STUDY BUSINESS CYCLES? The ntellectual challenge: Why s economc groth rregular? The socal challenge: Recessons and depressons cause elfare
More informationLeast Cost Strategies for Complying with New NOx Emissions Limits
Least Cost Strateges for Complyng wth New NOx Emssons Lmts Internatonal Assocaton for Energy Economcs New England Chapter Presented by Assef A. Zoban Tabors Caramans & Assocates Cambrdge, MA 02138 January
More informationNotes on experimental uncertainties and their propagation
Ed Eyler 003 otes on epermental uncertantes and ther propagaton These notes are not ntended as a complete set of lecture notes, but nstead as an enumeraton of some of the key statstcal deas needed to obtan
More informationCyclic Scheduling in a Job shop with Multiple Assembly Firms
Proceedngs of the 0 Internatonal Conference on Industral Engneerng and Operatons Management Kuala Lumpur, Malaysa, January 4, 0 Cyclc Schedulng n a Job shop wth Multple Assembly Frms Tetsuya Kana and Koch
More informationThe Effects of Industrial Structure Change on Economic Growth in China Based on LMDI Decomposition Approach
216 Internatonal Conference on Mathematcal, Computatonal and Statstcal Scences and Engneerng (MCSSE 216) ISBN: 978-1-6595-96- he Effects of Industral Structure Change on Economc Growth n Chna Based on
More informationSingle-Item Auctions. CS 234r: Markets for Networks and Crowds Lecture 4 Auctions, Mechanisms, and Welfare Maximization
CS 234r: Markets for Networks and Crowds Lecture 4 Auctons, Mechansms, and Welfare Maxmzaton Sngle-Item Auctons Suppose we have one or more tems to sell and a pool of potental buyers. How should we decde
More informationECE 586GT: Problem Set 2: Problems and Solutions Uniqueness of Nash equilibria, zero sum games, evolutionary dynamics
Unversty of Illnos Fall 08 ECE 586GT: Problem Set : Problems and Solutons Unqueness of Nash equlbra, zero sum games, evolutonary dynamcs Due: Tuesday, Sept. 5, at begnnng of class Readng: Course notes,
More informationOnline Appendix for Merger Review for Markets with Buyer Power
Onlne Appendx for Merger Revew for Markets wth Buyer Power Smon Loertscher Lesle M. Marx July 23, 2018 Introducton In ths appendx we extend the framework of Loertscher and Marx (forthcomng) to allow two
More information2) In the medium-run/long-run, a decrease in the budget deficit will produce:
4.02 Quz 2 Solutons Fall 2004 Multple-Choce Questons ) Consder the wage-settng and prce-settng equatons we studed n class. Suppose the markup, µ, equals 0.25, and F(u,z) = -u. What s the natural rate of
More informationMoney, Banking, and Financial Markets (Econ 353) Midterm Examination I June 27, Name Univ. Id #
Money, Bankng, and Fnancal Markets (Econ 353) Mdterm Examnaton I June 27, 2005 Name Unv. Id # Note: Each multple-choce queston s worth 4 ponts. Problems 20, 21, and 22 carry 10, 8, and 10 ponts, respectvely.
More informationIntroduction. Chapter 7 - An Introduction to Portfolio Management
Introducton In the next three chapters, we wll examne dfferent aspects of captal market theory, ncludng: Brngng rsk and return nto the pcture of nvestment management Markowtz optmzaton Modelng rsk and
More information/ Computational Genomics. Normalization
0-80 /02-70 Computatonal Genomcs Normalzaton Gene Expresson Analyss Model Computatonal nformaton fuson Bologcal regulatory networks Pattern Recognton Data Analyss clusterng, classfcaton normalzaton, mss.
More informationPrinciples of Finance
Prncples of Fnance Grzegorz Trojanowsk Lecture 6: Captal Asset Prcng Model Prncples of Fnance - Lecture 6 1 Lecture 6 materal Requred readng: Elton et al., Chapters 13, 14, and 15 Supplementary readng:
More informationTree-based and GA tools for optimal sampling design
Tree-based and GA tools for optmal samplng desgn The R User Conference 2008 August 2-4, Technsche Unverstät Dortmund, Germany Marco Balln, Gulo Barcarol Isttuto Nazonale d Statstca (ISTAT) Defnton of the
More informationWage-rise contract and endogenous timing in international mixed duopoly
Wage-rse contract and endogenous tmng n nternatonal med duopoly Kazuhro Ohnsh Osaka Unversty, Ph. D. July 007 Abstract The study of Matsumura (003) nvestgates a med duopoly model, where a domestc publc
More informationAppendix - Normally Distributed Admissible Choices are Optimal
Appendx - Normally Dstrbuted Admssble Choces are Optmal James N. Bodurtha, Jr. McDonough School of Busness Georgetown Unversty and Q Shen Stafford Partners Aprl 994 latest revson September 00 Abstract
More informationc slope = -(1+i)/(1+π 2 ) MRS (between consumption in consecutive time periods) price ratio (across consecutive time periods)
CONSUMPTION-SAVINGS FRAMEWORK (CONTINUED) SEPTEMBER 24, 2013 The Graphcs of the Consumpton-Savngs Model CONSUMER OPTIMIZATION Consumer s decson problem: maxmze lfetme utlty subject to lfetme budget constrant
More informationApplications of Myerson s Lemma
Applcatons of Myerson s Lemma Professor Greenwald 28-2-7 We apply Myerson s lemma to solve the sngle-good aucton, and the generalzaton n whch there are k dentcal copes of the good. Our objectve s welfare
More informationOptimal Formulas for Subnational Tax Revenue Sharing
Theoretcal Economcs Letters, 16, 6, 88-818 Publshed Onlne August 16 n ScRes http://wwwscrporg/journal/tel http://dxdoorg/1436/tel166485 Optmal Formulas for Subnatonal Tax Revenue Sharng Raul Alberto Ponce
More informationMacroeconomic Theory and Policy
ECO 209 Macroeconomc Theory and Polcy Lecture 7: The Open Economy wth Fxed Exchange Rates Gustavo Indart Slde 1 Open Economy under Fxed Exchange Rates Let s consder an open economy wth no captal moblty
More informationRaising Food Prices and Welfare Change: A Simple Calibration. Xiaohua Yu
Rasng Food Prces and Welfare Change: A Smple Calbraton Xaohua Yu Professor of Agrcultural Economcs Courant Research Centre Poverty, Equty and Growth Unversty of Göttngen CRC-PEG, Wlhelm-weber-Str. 2 3773
More informationFlight Delays, Capacity Investment and Welfare under Air Transport Supply-demand Equilibrium
Flght Delays, Capacty Investment and Welfare under Ar Transport Supply-demand Equlbrum Bo Zou 1, Mark Hansen 2 1 Unversty of Illnos at Chcago 2 Unversty of Calforna at Berkeley 2 Total economc mpact of
More information02_EBA2eSolutionsChapter2.pdf 02_EBA2e Case Soln Chapter2.pdf
0_EBAeSolutonsChapter.pdf 0_EBAe Case Soln Chapter.pdf Chapter Solutons: 1. a. Quanttatve b. Categorcal c. Categorcal d. Quanttatve e. Categorcal. a. The top 10 countres accordng to GDP are lsted below.
More informationPivot Points for CQG - Overview
Pvot Ponts for CQG - Overvew By Bran Bell Introducton Pvot ponts are a well-known technque used by floor traders to calculate ntraday support and resstance levels. Ths technque has been around for decades,
More informationChapter 11: Optimal Portfolio Choice and the Capital Asset Pricing Model
Chapter 11: Optmal Portolo Choce and the CAPM-1 Chapter 11: Optmal Portolo Choce and the Captal Asset Prcng Model Goal: determne the relatonshp between rsk and return key to ths process: examne how nvestors
More information>1 indicates country i has a comparative advantage in production of j; the greater the index, the stronger the advantage. RCA 1 ij
69 APPENDIX 1 RCA Indces In the followng we present some maor RCA ndces reported n the lterature. For addtonal varants and other RCA ndces, Memedovc (1994) and Vollrath (1991) provde more thorough revews.
More informationChapter 10 Making Choices: The Method, MARR, and Multiple Attributes
Chapter 0 Makng Choces: The Method, MARR, and Multple Attrbutes INEN 303 Sergy Butenko Industral & Systems Engneerng Texas A&M Unversty Comparng Mutually Exclusve Alternatves by Dfferent Evaluaton Methods
More informationRisk and Return: The Security Markets Line
FIN 614 Rsk and Return 3: Markets Professor Robert B.H. Hauswald Kogod School of Busness, AU 1/25/2011 Rsk and Return: Markets Robert B.H. Hauswald 1 Rsk and Return: The Securty Markets Lne From securtes
More informationA Utilitarian Approach of the Rawls s Difference Principle
1 A Utltaran Approach of the Rawls s Dfference Prncple Hyeok Yong Kwon a,1, Hang Keun Ryu b,2 a Department of Poltcal Scence, Korea Unversty, Seoul, Korea, 136-701 b Department of Economcs, Chung Ang Unversty,
More informationSpring 2018 Social Sciences 7418 University of Wisconsin-Madison. Transactions and Portfolio Crowding Out
Economcs 44 Menze D. Cnn Sprng 8 Socal Scences 748 Unversty of Wsconsn-Madson. Standard IS-LM Transactons and Portfolo Crowdng Out Transactons crowdng out of nvestment s te reducton n nvestment attrbutable
More informationEXAMINATIONS OF THE HONG KONG STATISTICAL SOCIETY
EXAMINATIONS OF THE HONG KONG STATISTICAL SOCIETY HIGHER CERTIFICATE IN STATISTICS, 2013 MODULE 7 : Tme seres and ndex numbers Tme allowed: One and a half hours Canddates should answer THREE questons.
More informationDemand, Cost, and Profitability Across Chinese Exporting Firms
Demand, Cost, and Protablty Across Chnese Exportng Frms Mark J. Roberts Department o Economcs The Pennsylvana State Unversty and NBER Danel Y Xu Department o Economcs New York Unversty and NBER Shengxng
More informationHow Likely Is Contagion in Financial Networks?
OFFICE OF FINANCIAL RESEARCH How Lkely Is Contagon n Fnancal Networks? Paul Glasserman & Peyton Young Systemc Rsk: Models and Mechansms Isaac Newton Insttute, Unversty of Cambrdge August 26-29, 2014 Ths
More informationFacility Location Problem. Learning objectives. Antti Salonen Farzaneh Ahmadzadeh
Antt Salonen Farzaneh Ahmadzadeh 1 Faclty Locaton Problem The study of faclty locaton problems, also known as locaton analyss, s a branch of operatons research concerned wth the optmal placement of facltes
More informationProblems to be discussed at the 5 th seminar Suggested solutions
ECON4260 Behavoral Economcs Problems to be dscussed at the 5 th semnar Suggested solutons Problem 1 a) Consder an ultmatum game n whch the proposer gets, ntally, 100 NOK. Assume that both the proposer
More informationReal E ects of Exchange Rates: A View From Trade Theory*
eal E ects of Exchange ates: A Vew From rade heory* Vrgna D no #, Barry Echengreen x, Massmo Sbraca # I POGESS VEY PELIMIAY AD ICOMPLEE DO O CICULAE hs verson: August 202 Abstract Can changes n nomnal
More informationStochastic ALM models - General Methodology
Stochastc ALM models - General Methodology Stochastc ALM models are generally mplemented wthn separate modules: A stochastc scenaros generator (ESG) A cash-flow projecton tool (or ALM projecton) For projectng
More informationFall 2016 Social Sciences 7418 University of Wisconsin-Madison. Transactions and Portfolio Crowding Out
Economcs 435 Menze D. Cnn Fall 6 Socal Scences 748 Unversty of Wsconsn-Madson. Standard IS-LM Transactons and ortfolo Crowdng Out Transactons crowdng out of nvestment s te reducton n nvestment attrbutable
More informationIND E 250 Final Exam Solutions June 8, Section A. Multiple choice and simple computation. [5 points each] (Version A)
IND E 20 Fnal Exam Solutons June 8, 2006 Secton A. Multple choce and smple computaton. [ ponts each] (Verson A) (-) Four ndependent projects, each wth rsk free cash flows, have the followng B/C ratos:
More informationNBER WORKING PAPER SERIES INDIRECT TAX INITIATIVES AND GLOBAL REBALANCING. Chunding Li John Whalley
NBER WORKING PAPER SERIES INDIREC AX INIIAIVES AND GLOBAL REBALANCING Chundng L John Whalley Workng Paper 17919 http://www.nber.org/papers/w17919 NAIONAL BUREAU OF ECONOMIC RESEARCH 15 Massachusetts Avenue
More informationIs Social Welfare Increased By Private Firm Entry. Introduction
Is Socal elfare Increased By Prvate Frm Entry From a coopetton vewpont Unversty of Hyogo graduate school doctoral course n economcs Takesh Yoshkawa Introducton Many studes on a mxed olgopoly manly deal
More informationLevel versus Equivalent Intensity Carbon Mitigation Commitments
Western Unversty Scholarshp@Western Economc Polcy Research Insttute. EPRI Workng Papers Economcs Workng Papers Archve 2009 2009-4 Level versus Equvalent Intensty Carbon Mtgaton Commtments Hufang Tan John
More informationMacroeconomic Theory and Policy
ECO 209 Macroeconomc Theory and Polcy Lecture 7: The Open Economy wth Fxed Exchange Rates Gustavo Indart Slde 1 Open Economy under Fxed Exchange Rates Let s consder an open economy wth no captal moblty
More informationEconomic Sanction Games among US, EU and Russia: Solutions and Potential Effects *
Workng Paper No. 201617 October 18, 2016 东艳 :dongyan@cass.org.cn 李春顶 :lchd@cass.org.cn Economc Sancton Games among US, EU and Russa: Solutons and Potental Effects * Abstract Economc sancton of the US and
More information