International Macroeconomics #4 Pricing to market
|
|
- Norman Holland
- 5 years ago
- Views:
Transcription
1 Internatonal Macroeconomcs #4 rcng to market. rologue: Marshall-Lerner-Robnson 2. Incomplete pass-through n a smple olgopolstc model 3. TM n monopolstc competton Bénassy-Quéré - Internatonal Macroeconomcs
2 Trade balance n domestc currency: Total dfferentaton: Exports: Imports:. rologue: Marshall-Lerner-, M /S, τ ε S ε M M M Robnson db wth d τ db + M B d M τ d M M M M + dm M d ε + ε + d M A real exchange-rate deprecaton rases the trade balance f and only f ε + ε M > Marshall-Lerner condton ds S Volume effects Value effect Bénassy-Quéré - Internatonal Macroeconomcs
3 J-curve Bénassy-Quéré - Internatonal Macroeconomcs
4 Export prces: Import prces: The MLR condton M γ γ / S γ M M γ / S Incomplete pass-through rcng to market Impact of real exchange-rate varatons on the trade balance: db d d ε γ + ε γ + M M ds S A real exchange-rate deprecaton rases the trade balance f and only f: ε - γ - ε M - γ M + > 0 Marshall-Lerner Robnson condton Same as before f γ γ M 0 Bénassy-Quéré - Internatonal Macroeconomcs Joan Robnson,
5 Implcatons Non-trval relatonshp between real exchange rate and trade balance Nomnal exchange-rate volatlty Real exchange rate dffers from terms of trade Bénassy-Quéré - Internatonal Macroeconomcs
6 Mcro-foundatons of ncomplete pass-through Standard supply-demand effect: If euro deprecates, the global demand for European goods ncreases, hence the prce of these goods ncreases n ; However no dscrmnaton between Europe and foregn countres. Olgopolstc competton Monopolstc competton Bénassy-Quéré - Internatonal Macroeconomcs
7 2. Olgopolstc competton Dornbusch 987, «Exchange rates and prces», AER, 77, Two types of producers home and foregn One homogenous prce, prce p on home market Lnear demand functon: Q d a bp Supply: Q s nq + nq Cournot competton: each frm takes sales of the others as gven roft: Home frm: π p w a bp n q n q Foregn frm: π p / e w a bp nq n q e: nomnal exchange rate No. of domestc currency unts n one foregn currency unt Bénassy-Quéré - Internatonal Macroeconomcs
8 Home frm: Foregn frm These two FOCs rewrte: Equlbrum prce π p π p e a bp n q n q b p w 0 a bp nq n q b p / e w 0 a bp nq n a bp nq n q q b q q + q b + q ew w We can then wrte q as a functon of p, w, ew: a bp nq n q + bw bew + q b p w n + n q a 2bp n bw bew + bw p w eb p / e w Smlarly, we can wrte q as a functon of p, w, ew: a bp n q + bew bw n q + q eb p / e w n + n q a 2bp n bew bw + bew Bénassy-Quéré - Internatonal Macroeconomcs
9 Equlbrum prce ctd Aggregate supply then wrtes: Q s nq+nq a 2bp + n bew bw + bw + n a 2bp + n bw bew + bew n Q s n + n n + n a 2bp + nbw + n bew n + n Q s Market equlbrum Q s Q d : n + n a 2bp + nbw + n bew n + n a bp n + n a 2bp + nbw + n bew n + n a bp 0 a n + n + bp + nbw + n bew 0 p a bn + nw + n N ew wth N n + n + rceavg cost+markup Bénassy-Quéré - Internatonal Macroeconomcs
10 Elastcty: Incomplete pass-through The extent of exchange-rate pass-through depends on: The relatve number of foregn frms who are ht by the shock Ther ntal markup p/ew: a hgher markup reduces the pass-through because frms can compress ther margns b: ths result s hghly dependent on the functonal form of the demand functon. dp n w N de Here, the utlty functon dsplay a prce elastcty that s an ncreasng functon of the prce level: Q d a bp dp de bp When the apprecates, Europeans see ther prces n $ ncrease, hence also the prce elastcty of the US demand ncreases, whch nctes them to reduce the prce hke. Why should ths be the case? Study a CES utlty functon. / / p e dqdqd dp / p n N ew p a < Bénassy-Quéré - Internatonal Macroeconomcs
11 3. Monopolstc competton Krugman 987, «rcng to market when the exchange rate changes», n S. Arndt & J. Rchardson eds., Real-fnancal lnkages among open economes, Cambrdge, Mass.: MIT ress. Mcro-foundatons of long-lved devatons from the law of one prce Can these devatons be optmal? rcng to market: dfferent prces on dfferent markets Varable prce-demand elastctes; Strategc nteractons; Composton effects: productvty, qualty; Dstrbuton costs; Intra-frm trade. Bénassy-Quéré - Internatonal Macroeconomcs
12 rcng to market under monopolstc competton Utlty Budget constrant: 0 d c Log LogC U > R d c p C 0 Consumers A contnuum of varetes 0 to 2 Lagrangan FOC: 0 R d c p d c Log R C LogC L 0 0 λ λ 0 p C c c L λ 0 C C L λ C p c Demand functon 2 Bénassy-Quéré - Internatonal Macroeconomcs
13 rcng to market under monopolstc competton 2 roducers: y l ; where y denotes output and l labor nput. Domestc demand: c ; foregn: x ; domestc prce: p ; export prce n foregn currency: q ; nomnal exchange rate: S nb of foregn currency unts n one domestc currency unt. roft : π p c + x W c + x wth: and FOCs: q S p q c C x C rce settng π 0 + Wp 0 p π 0 + Wq 0 q S p W q SW Markup on margnal cost, expressed n foregn currency Bénassy-Quéré - Internatonal Macroeconomcs
14 TM and pass-through p W q W S Denote by µ, µ the markup: If, then p q/s: law of one prce If <, then p > q/s: prcng-to-market µ, µ > If, constant, then complete pass-through: dp/pdw/w, dq/q dw/w+ds/s If, varable, then: dp/pdµ/µ +dw/w, dq/qdµ/µ+dw/w+ds/s Impact of a currency apprecaton ds/s+%: dp/p<% f dµ/µ<0 dµ d 2 dµ d µ Interpretaton: f a hgher prce nvolves sales beng more senstve to an addtonal prce ncrease, then the markup must dmnsh followng a cost-push shock: ncomplete pass-through. Bénassy-Quéré - Internatonal Macroeconomcs
15 Ex. lnear demand functon x α βq x l Elastcty of substtuton: roft: FOC π wth α, β > 0 and α > βq. q S α q + 2 β W SW 2 q x W S dx dq / / x q α βq α βq > s an ncreasng functon of q ass-through: dq q + α βws ds S 0 dq / q < ds / S < Bénassy-Quéré - Internatonal Macroeconomcs
16 Mcroeconomc foundatons of varable elastctes Competton effect Krugman, 987: Some exporters are unable to reduce ther markup when the exchange rate apprecates They ext the market, whch reduces competton Survvng exporters reap more market power, whch rases the extent of pass-through Composton effects: Extng exporters may be those wth lower productvty; survvng exporters thus have a hgher productvty, hence lower costs and prces: lower aggregate pass-through Extng exporters may be those wth lower qualty; survvng frms thus have hgher qualty and hgher prces: hgher aggregate pass-through Auer & Méltz, 2009 Dstrbuton costs Corsett and Dedola, 2005: Exportng a good may nvolve local dstrbuton costs nvoced n the local currency. In ths case, the unt cost for the exporter rses less than proportonally to hs exchange rate: ncomplete pass through. Dstrbuton costs + frm heterogenety Berman et al. 2009: lower pass-through for hghproductvty frms. Bénassy-Quéré - Internatonal Macroeconomcs
17 A model of ncomplete pass-through under monopolstc competton Atkeson, A. and A. Bursten, rcng-to-market, trade costs, and nternatonal relatve prces, AER 2008, 98:5, Two symmetrc countres,2 Each frm of a country produces a dstnct good n a specfc sector A lmted number of frms k n each sector j Consumer prce ndex n country : /η η j dj 0 Inverse demand functons: For each sector j of country : K j For each good jk of country : j j /η yj c q yj / ρ k ρ / ρ Bénassy-Quéré - Internatonal Macroeconomcs ρ >η > More substtutablty wthn each sector than between sectors Andrew Atkeson UCLA Arel Bursten UCLA 7
18 A model of ncomplete pass-through under monopolstc competton ctd Margnal cost: W frm-specfc productvty Optmal prce: ε W ε wth elastcty ε s + ρ s η functon of market share q 2K K q s 2 k k ρ ρ harmonc weghted average of ntra-sector and nter-sector elastctes Bénassy-Quéré - Internatonal Macroeconomcs
19 A model of ncomplete pass-through under monopolstc competton ctd Impact of a shock on W Optmal prce varaton wth and dε ds ds s + ρ η s s ρ + d η 2 ds ε dε ε + ε η ρ 2 dw W ds 2K ρ ρ ρ ρ ρ k ρ s d 2K k ρ 2 dε ε ρ d ε η ρ ρ s s ds s s 2 d Bénassy-Quéré - Internatonal Macroeconomcs
20 A model of ncomplete pass-through under monopolstc competton ctd We then have: d ε s ε η ρ ρ s d + dw W d dw Hence: wth Φ W Φ ε ε η ρ ρ s s < 0 Incomplete pass-through related to the fact that the frm s market share falls whenever ts prce rses; and the elastcty rses when the frm s market share declnes: ds s ρ s d and Implcaton: the extent of pass-through depends not only on the sector through ntra-sectoral elastcty ρ but also on the frm wthn each sector through ts market share s. dε ε η ε ρ s ds s Bénassy-Quéré - Internatonal Macroeconomcs
21 rcng to market: emprcal evdence Berman, N., Martn, h. And Th. Mayer, «How do dfferent exporters react to exchange rate changes?», QJE 202, 27, pp UV jt : unt value of exports of frm j to country at tme t; ~ ϕ jt : relatve productvty of frm j at tme t- Stablté des taux de change RER t : real exchange rate relatve to country at tme t Ψ t, µ j, ε jt ; tme fxed effects, frm destnaton fxed effect, resdual. French, annual data, Result: Followng a 0% exchange rate deprecaton, the average exporter ncreases ts export prce n euro by 0.8% so that the average pass-through s 92%»: 0-0.8/ Sgnfcant mpact of the nteracton term: less pass-through for more productve frms whch can compress ther margns than for less productve ones. 2
A NOTE ON CES FUNCTIONS Drago Bergholt, BI Norwegian Business School 2011
A NOTE ON CES FUNCTIONS Drago Bergholt, BI Norwegan Busness School 2011 Functons featurng constant elastcty of substtuton CES are wdely used n appled economcs and fnance. In ths note, I do two thngs. Frst,
More informationProblem Set 3. 1 Offshoring as a Rybzcynski Effect. Economics 245 Fall 2011 International Trade
Due: Thu, December 1, 2011 Instructor: Marc-Andreas Muendler E-mal: muendler@ucsd.edu Economcs 245 Fall 2011 Internatonal Trade Problem Set 3 November 15, 2011 1 Offshorng as a Rybzcynsk Effect There are
More information3.2. Cournot Model Cournot Model
Matlde Machado Assumptons: All frms produce an homogenous product The market prce s therefore the result of the total supply (same prce for all frms) Frms decde smultaneously how much to produce Quantty
More informationEconomics 8105 Macroeconomic Theory Recitation 1
Economcs 8105 Macroeconomc Theory Rectaton 1 Outlne: Conor Ryan September 6th, 2016 Adapted From Anh Thu (Monca) Tran Xuan s Notes Last Updated September 20th, 2016 Dynamc Economc Envronment Arrow-Debreu
More informationPrice competition with capacity constraints. Consumers are rationed at the low-price firm. But who are the rationed ones?
Prce competton wth capacty constrants Consumers are ratoned at the low-prce frm. But who are the ratoned ones? As before: two frms; homogeneous goods. Effcent ratonng If p < p and q < D(p ), then the resdual
More informationComparative Advantage and Optimal Trade Taxes
Comparatve Advantage and Optmal Trade Taxes Arnaud Costnot (MIT), Dave Donaldson (MIT), Jonathan Vogel (Columba) and Iván Wernng (MIT) June 2014 Motvaton Two central questons... 1. Why do natons trade?
More informationProductivity and Reallocation
Productvty and Reallocaton Motvaton Recent studes hghlght role of reallocaton for productvty growth. Market economes exhbt: Large pace of output and nput reallocaton wth substantal role for entry/ext.
More informationSupporting Information for: Two Monetary Models with Alternating Markets
Supportng Informaton for: Two Monetary Models wth Alternatng Markets Gabrele Camera Chapman Unversty & Unversty of Basel YL Chen St. Lous Fed November 2015 1 Optmal choces n the CIA model On date t, gven
More informationTheory Appendix for Market Penetration Costs and the New Consumers Margin in International Trade
Theory Appendx for Market Penetraton Costs and the New Consumers Margn n Internatonal Trade Costas Arkolaks y Yale Unversty, Federal Reserve Bank of Mnneapols, and NBER October 00 Abstract Ths s an onlne
More informationThe oligopolistic markets
ernando Branco 006-007 all Quarter Sesson 5 Part II The olgopolstc markets There are a few supplers. Outputs are homogenous or dfferentated. Strategc nteractons are very mportant: Supplers react to each
More informationOnline Appendix: Reciprocity with Many Goods
T D T A : O A Kyle Bagwell Stanford Unversty and NBER Robert W. Stager Dartmouth College and NBER March 2016 Abstract Ths onlne Appendx extends to a many-good settng the man features of recprocty emphaszed
More informationSupporting Materials for: Two Monetary Models with Alternating Markets
Supportng Materals for: Two Monetary Models wth Alternatng Markets Gabrele Camera Chapman Unversty Unversty of Basel YL Chen Federal Reserve Bank of St. Lous 1 Optmal choces n the CIA model On date t,
More informationIn the figure below, the point d indicates the location of the consumer that is under competition. Transportation costs are given by td.
UC Berkeley Economcs 11 Sprng 006 Prof. Joseph Farrell / GSI: Jenny Shanefelter Problem Set # - Suggested Solutons. 1.. In ths problem, we are extendng the usual Hotellng lne so that now t runs from [-a,
More information1. relation between exp. function and IUF
Dualty Dualty n consumer theory II. relaton between exp. functon and IUF - straghtforward: have m( p, u mn'd value of expendture requred to attan a gven level of utlty, gven a prce vector; u ( p, M max'd
More informationk t+1 + c t A t k t, t=0
Macro II (UC3M, MA/PhD Econ) Professor: Matthas Kredler Fnal Exam 6 May 208 You have 50 mnutes to complete the exam There are 80 ponts n total The exam has 4 pages If somethng n the queston s unclear,
More information1 The Sidrauski model
The Sdrausk model There are many ways to brng money nto the macroeconomc debate. Among the fundamental ssues n economcs the treatment of money s probably the LESS satsfactory and there s very lttle agreement
More informationPROBLEM SET 7 GENERAL EQUILIBRIUM
PROBLEM SET 7 GENERAL EQUILIBRIUM Queston a Defnton: An Arrow-Debreu Compettve Equlbrum s a vector of prces {p t } and allocatons {c t, c 2 t } whch satsfes ( Gven {p t }, c t maxmzes βt ln c t subject
More informationTest code: ME I/ME II, 2007
Test code: ME I/ME II, 007 Syllabus for ME I, 007 Matrx Algebra: Matrces and Vectors, Matrx Operatons. Permutaton and Combnaton. Calculus: Functons, Lmts, Contnuty, Dfferentaton of functons of one or more
More information,, MRTS is the marginal rate of technical substitution
Mscellaneous Notes on roducton Economcs ompled by eter F Orazem September 9, 00 I Implcatons of conve soquants Two nput case, along an soquant 0 along an soquant Slope of the soquant,, MRTS s the margnal
More informationGeneral Purpose Technologies (GPTs) and their Relevance to ICTs; Trade 4/3/2009 & Growth Implications by Iordanis Petsas
General Purpose Technologes (GPTs and ther Relevance to ICTs; Trade and Growth Implcatons Presented at CITI, Columba Busness School March 2009 By Unversty of Scranton and Baruch College (CUNY Introducton
More informationOnline Appendix. t=1 (p t w)q t. Then the first order condition shows that
Artcle forthcomng to ; manuscrpt no (Please, provde the manuscrpt number!) 1 Onlne Appendx Appendx E: Proofs Proof of Proposton 1 Frst we derve the equlbrum when the manufacturer does not vertcally ntegrate
More informationMixed Taxation and Production Efficiency
Floran Scheuer 2/23/2016 Mxed Taxaton and Producton Effcency 1 Overvew 1. Unform commodty taxaton under non-lnear ncome taxaton Atknson-Stgltz (JPubE 1976) Theorem Applcaton to captal taxaton 2. Unform
More informationEconomics 101. Lecture 4 - Equilibrium and Efficiency
Economcs 0 Lecture 4 - Equlbrum and Effcency Intro As dscussed n the prevous lecture, we wll now move from an envronment where we looed at consumers mang decsons n solaton to analyzng economes full of
More informationEquilibrium with Complete Markets. Instructor: Dmytro Hryshko
Equlbrum wth Complete Markets Instructor: Dmytro Hryshko 1 / 33 Readngs Ljungqvst and Sargent. Recursve Macroeconomc Theory. MIT Press. Chapter 8. 2 / 33 Equlbrum n pure exchange, nfnte horzon economes,
More informationBilateral Trade Flows and Nontraded Goods
The Emprcal Economcs Letters, 7(5): (May 008) ISSN 1681 8997 Blateral Trade Flows and Nontraded Goods Yh-mng Ln Department of Appled Economcs, Natonal Chay Unversty. 580 Snmn Road, Chay, 600, Tawan Emal:
More informationGravity Models: Theoretical Foundations and estimation issues. Workshop for Trade Research
Gravty Models: Theoretcal Foundatons and estmaton ssues 6 th ARTNet Capacty Buldng Workshop for Trade Research Ventane, 21 June 2010 Outlne Theoretcal foundatons Addng up and equlbrum condtons Dervng gravty
More informationIdiosyncratic Investment (or Entrepreneurial) Risk in a Neoclassical Growth Model. George-Marios Angeletos. MIT and NBER
Idosyncratc Investment (or Entrepreneural) Rsk n a Neoclasscal Growth Model George-Maros Angeletos MIT and NBER Motvaton emprcal mportance of entrepreneural or captal-ncome rsk ˆ prvate busnesses account
More informationCS294 Topics in Algorithmic Game Theory October 11, Lecture 7
CS294 Topcs n Algorthmc Game Theory October 11, 2011 Lecture 7 Lecturer: Chrstos Papadmtrou Scrbe: Wald Krchene, Vjay Kamble 1 Exchange economy We consder an exchange market wth m agents and n goods. Agent
More informationA. Perfect Competition 1. Study Paradigm of Market (Industrial Organization) Market Structure (S) / Behaviors or Conduct (C) / Performance (P)
Lecture 07 Market Structure (I) A. erfect Competton. Study aradgm of Market (Industral Organzaton) Market Structure (S) / Behavors or Conduct (C) / erformance (). erfect Competton Condtons or Assumptons
More informationA Generalized Solution of the Monopolistic Competition Model with Heterogeneous Firms and a Linear Demand (Melitz-Ottaviano)
A Generalzed Soluton of the Monopolstc Competton Model th Heterogeneous Frms and a near Demand (Meltz-Ottavano) Costas Arkolaks y Yale Unversty Frst verson: Aprl 008 Ths verson: Octoer 008 Astract Ths
More informationRyan (2009)- regulating a concentrated industry (cement) Firms play Cournot in the stage. Make lumpy investment decisions
1 Motvaton Next we consder dynamc games where the choce varables are contnuous and/or dscrete. Example 1: Ryan (2009)- regulatng a concentrated ndustry (cement) Frms play Cournot n the stage Make lumpy
More informationA Model of Trade with Quality Choice. Robert Feenstra (UC Davis) and John Romalis (University of Chicago GSB) Draft: July 12, 2006
A Model of Trade wth Qualty Choce. Robert Feenstra (UC Davs) and John Romals (Unversty of Chcago GSB) Draft: July 2, 2006 Very Prelmnary - Do ot Quote Results Rcher countres supply and demand hgher-qualty
More informationStructural Transformation and Unbalanced Trade in the U.S.
Structural Transformaton and Unbalanced Trade n the U.S. Rcardo Reyes-Heroles Prnceton Aprl 10, 2013 Rcardo Reyes-Heroles (Prnceton) Structural Change and Unbalanced Trade Aprl 10, 2013 1 / 33 Introducton
More informationEconomics 2450A: Public Economics Section 10: Education Policies and Simpler Theory of Capital Taxation
Economcs 2450A: Publc Economcs Secton 10: Educaton Polces and Smpler Theory of Captal Taxaton Matteo Parads November 14, 2016 In ths secton we study educaton polces n a smplfed verson of framework analyzed
More informationTechnology and the law of comparative advantage
Technology and the law of comparatve advantage Antono Navas The Unversty of Sheff eld PRELIMINARY AND INCOMPLETE. August 7, 2014 Abstract Ths paper explores how trade openness affects both product and
More informationNotes on Kehoe Perri, Econometrica 2002
Notes on Kehoe Perr, Econometrca 2002 Jonathan Heathcote November 2nd 2005 There s nothng n these notes that s not n Kehoe Perr NBER Workng Paper 7820 or Kehoe and Perr Econometrca 2002. However, I have
More informationInternational Prices and Exchange Rates Econ 2530b, Gita Gopinath
International Prices and Exchange Rates Econ 2530b, Gita Gopinath Model variable mark-ups CES demand: Constant mark-ups: ( ) εin µ in = log ε in 1 Given that markups are constant, Γ in = 0. ( ) θ = log.
More informationPricing and Resource Allocation Game Theoretic Models
Prcng and Resource Allocaton Game Theoretc Models Zhy Huang Changbn Lu Q Zhang Computer and Informaton Scence December 8, 2009 Z. Huang, C. Lu, and Q. Zhang (CIS) Game Theoretc Models December 8, 2009
More informationUniversity of California, Davis Date: June 22, 2009 Department of Agricultural and Resource Economics. PRELIMINARY EXAMINATION FOR THE Ph.D.
Unversty of Calforna, Davs Date: June 22, 29 Department of Agrcultural and Resource Economcs Department of Economcs Tme: 5 hours Mcroeconomcs Readng Tme: 2 mnutes PRELIMIARY EXAMIATIO FOR THE Ph.D. DEGREE
More informationThe Gains from Input Trade in Firm-Based Models of Importing by Joaquin Blaum, Claire Lelarge and Michael Peters
The Gans from Input Trade n Frm-Based Models of Importng by Joaqun Blaum, Clare Lelarge and Mchael Peters Onlne Appendx Not for Publcaton Ths Appendx contans the followng addtonal results and materal:.
More informationFDI in Emerging Economies: An analysis in a firm heterogeneity model
RIETI Dscusson Paper Seres 11-E-055 FDI n Emergng Economes: An analyss n a frm heterogenety model ITO Koj RIETI The Research Insttute of Economy, Trade and Industry http://www.ret.go.jp/en/ RIETI Dscusson
More informationGames and Market Imperfections
Games and Market Imperfectons Q: The mxed complementarty (MCP) framework s effectve for modelng perfect markets, but can t handle mperfect markets? A: At least part of the tme A partcular type of game/market
More informationBIO Lab 2: TWO-LEVEL NORMAL MODELS with school children popularity data
Lab : TWO-LEVEL NORMAL MODELS wth school chldren popularty data Purpose: Introduce basc two-level models for normally dstrbuted responses usng STATA. In partcular, we dscuss Random ntercept models wthout
More informationIncorporating Modern Trade Theory into CGE Models
Incorporatng Modern Trade Theory nto G Models ddy ekkers Unversty of ern Joseph Francos Unversty of ern & R (London) STRT: We propose a way to ncorporate the four workhorse models n the modern trade lterature
More informationPhysics 607 Exam 1. ( ) = 1, Γ( z +1) = zγ( z) x n e x2 dx = 1. e x2
Physcs 607 Exam 1 Please be well-organzed, and show all sgnfcant steps clearly n all problems. You are graded on your wor, so please do not just wrte down answers wth no explanaton! Do all your wor on
More informationProtection for Sale with Heterogeneous Interests within Industries
Protecton for Sale wth Heterogeneous Interests wthn Industres Pao-L Chang School of Economcs and Socal Scences Sngapore Management Unversty Gerald Wllmann Department of Economcs Unversty of Kel, Germany
More informationImported Inputs and Sectoral Wage Dispersion
Imported Inputs and Sectoral Wage Dsperson Zhel He and Feran Zhang September 2017 Abstract Ths paper proposes a new mechansm through whch trade lberalzaton a ects ncome nequalty wthn a country: the use
More informationToward Understanding Heterogeneity in Computing
Toward Understandng Heterogenety n Computng Arnold L. Rosenberg Ron C. Chang Department of Electrcal and Computer Engneerng Colorado State Unversty Fort Collns, CO, USA {rsnbrg, ron.chang@colostate.edu}
More informationj) = 1 (note sigma notation) ii. Continuous random variable (e.g. Normal distribution) 1. density function: f ( x) 0 and f ( x) dx = 1
Random varables Measure of central tendences and varablty (means and varances) Jont densty functons and ndependence Measures of assocaton (covarance and correlaton) Interestng result Condtonal dstrbutons
More informationHow Strong Are Weak Patents? Joseph Farrell and Carl Shapiro. Supplementary Material Licensing Probabilistic Patents to Cournot Oligopolists *
How Strong Are Weak Patents? Joseph Farrell and Carl Shapro Supplementary Materal Lcensng Probablstc Patents to Cournot Olgopolsts * September 007 We study here the specal case n whch downstream competton
More informationEects of a Mandatory Local Currency Pricing Law On the Exchange Rate Pass-Through 1
Eects of a Mandatory Local Currency Prcng Law On the Exchange Rate Pass-Through 1 Renzo Castellares 2 Hrosh Toma 3 Central Reserve Bank of Peru 1 Document wrtten for the 4th BIS-CCA Research Network. The
More informationInternational Prices and Endogenous Quality * Robert C. Feenstra, University of California, Davis and NBER
Internatonal Prces and Endogenous Qualty * Robert C. Feenstra, Unversty of Calforna, Davs and NBER John Romals Unversty of Chcago, Booth School of Busness and NBER November 2011 Abstract The unt value
More informationStatistics for Economics & Business
Statstcs for Economcs & Busness Smple Lnear Regresson Learnng Objectves In ths chapter, you learn: How to use regresson analyss to predct the value of a dependent varable based on an ndependent varable
More informationWinter 2008 CS567 Stochastic Linear/Integer Programming Guest Lecturer: Xu, Huan
Wnter 2008 CS567 Stochastc Lnear/Integer Programmng Guest Lecturer: Xu, Huan Class 2: More Modelng Examples 1 Capacty Expanson Capacty expanson models optmal choces of the tmng and levels of nvestments
More informationOpen Systems: Chemical Potential and Partial Molar Quantities Chemical Potential
Open Systems: Chemcal Potental and Partal Molar Quanttes Chemcal Potental For closed systems, we have derved the followng relatonshps: du = TdS pdv dh = TdS + Vdp da = SdT pdv dg = VdP SdT For open systems,
More informationDepartment of Quantitative Methods & Information Systems. Time Series and Their Components QMIS 320. Chapter 6
Department of Quanttatve Methods & Informaton Systems Tme Seres and Ther Components QMIS 30 Chapter 6 Fall 00 Dr. Mohammad Zanal These sldes were modfed from ther orgnal source for educatonal purpose only.
More informationLet p z be the price of z and p 1 and p 2 be the prices of the goods making up y. In general there is no problem in grouping goods.
Economcs 90 Prce Theory ON THE QUESTION OF SEPARABILITY What we would lke to be able to do s estmate demand curves by segmentng consumers purchases nto groups. In one applcaton, we aggregate purchases
More informationLimited Dependent Variables
Lmted Dependent Varables. What f the left-hand sde varable s not a contnuous thng spread from mnus nfnty to plus nfnty? That s, gven a model = f (, β, ε, where a. s bounded below at zero, such as wages
More informationCGE Models. Eduardo Haddad
CGE Models Eduardo Haddad What do you see n ths pcture? 2 Outlne Introducton Structure of a CGE Model The Johansen Approach Stylzed Johansen Model 3 What s a CGE? Computable, based on data It has many
More informationEndogenous timing in a mixed oligopoly consisting of a single public firm and foreign competitors. Abstract
Endogenous tmng n a mxed olgopoly consstng o a sngle publc rm and oregn compettors Yuanzhu Lu Chna Economcs and Management Academy, Central Unversty o Fnance and Economcs Abstract We nvestgate endogenous
More informationCournot Equilibrium with N firms
Recap Last class (September 8, Thursday) Examples of games wth contnuous acton sets Tragedy of the commons Duopoly models: ournot o class on Sept. 13 due to areer Far Today (September 15, Thursday) Duopoly
More informationManaging Capacity Through Reward Programs. on-line companion page. Byung-Do Kim Seoul National University College of Business Administration
Managng Caacty Through eward Programs on-lne comanon age Byung-Do Km Seoul Natonal Unversty College of Busness Admnstraton Mengze Sh Unversty of Toronto otman School of Management Toronto ON M5S E6 Canada
More informationGeneralized Separability and the Gains from Trade
Generalzed Separablty and the Gans from Trade Thbault Fally UC Berkeley ARE September 2018 Abstract The vast majorty of models n nternatonal trade make strong assumptons on the structure of preferences,
More informationFinite Element Modelling of truss/cable structures
Pet Schreurs Endhoven Unversty of echnology Department of Mechancal Engneerng Materals echnology November 3, 214 Fnte Element Modellng of truss/cable structures 1 Fnte Element Analyss of prestressed structures
More informationCopyright 2017 by Taylor Enterprises, Inc., All Rights Reserved. Adjusted Control Limits for P Charts. Dr. Wayne A. Taylor
Taylor Enterprses, Inc. Control Lmts for P Charts Copyrght 2017 by Taylor Enterprses, Inc., All Rghts Reserved. Control Lmts for P Charts Dr. Wayne A. Taylor Abstract: P charts are used for count data
More informationProceedings of the 10th WSEAS International Confenrence on APPLIED MATHEMATICS, Dallas, Texas, USA, November 1-3,
roceedngs of the 0th WSEAS Internatonal Confenrence on ALIED MATHEMATICS, Dallas, Texas, USA, November -3, 2006 365 Impact of Statc Load Modelng on Industral Load Nodal rces G. REZA YOUSEFI M. MOHSEN EDRAM
More informationEffective and Nominal Rates of Protection under Factor Substitution
Effectve and Nomnal Rates of Protecton under Factor Substtuton Kazuharu Kyono Fang We : 12 November 2002 Ths paper explores the relatonshp between effectve rate of protecton and factor substtuton n a general
More informationCGE Models. Eduardo Haddad
CGE Models Eduardo Haddad Outlne Introducton Structure of a CGE Model The Johansen Approach Stylzed Johansen Model 2 What s a CGE? Computable, based on data It has many sectors And perhaps many regons,
More informationCopyright (C) 2008 David K. Levine This document is an open textbook; you can redistribute it and/or modify it under the terms of the Creative
Copyrght (C) 008 Davd K. Levne Ths document s an open textbook; you can redstrbute t and/or modfy t under the terms of the Creatve Commons Attrbuton Lcense. Compettve Equlbrum wth Pure Exchange n traders
More informationStatistics for Business and Economics
Statstcs for Busness and Economcs Chapter 11 Smple Regresson Copyrght 010 Pearson Educaton, Inc. Publshng as Prentce Hall Ch. 11-1 11.1 Overvew of Lnear Models n An equaton can be ft to show the best lnear
More informationAPPROXIMATE PRICES OF BASKET AND ASIAN OPTIONS DUPONT OLIVIER. Premia 14
APPROXIMAE PRICES OF BASKE AND ASIAN OPIONS DUPON OLIVIER Prema 14 Contents Introducton 1 1. Framewor 1 1.1. Baset optons 1.. Asan optons. Computng the prce 3. Lower bound 3.1. Closed formula for the prce
More informationOptimal Marketing Strategies for a Customer Data Intermediary. Technical Appendix
Optal Marketng Strateges for a Custoer Data Interedary Techncal Appendx oseph Pancras Unversty of Connectcut School of Busness Marketng Departent 00 Hllsde Road, Unt 04 Storrs, CT 0669-04 oseph.pancras@busness.uconn.edu
More informationVolume 29, Issue 4. Incomplete third-degree price discrimination, and market partition problem. Yann Braouezec ESILV
Volume 29, Issue 4 Incomplete thrd-degree prce dscrmnaton, and market partton problem Yann Braouezec ESILV Abstract We ntroduce n ths paper the "ncomplete" thrd-degree prce dscrmnaton, whch s the stuaton
More informationOnline Appendix for A Simpler Theory of Optimal Capital Taxation by Emmanuel Saez and Stefanie Stantcheva
Onlne Appendx for A Smpler Theory of Optmal Captal Taxaton by Emmanuel Saez and Stefane Stantcheva A. Antcpated Reforms Addtonal Results Optmal tax wth antcpated reform and heterogeneous dscount rates
More informationCredit Card Pricing and Impact of Adverse Selection
Credt Card Prcng and Impact of Adverse Selecton Bo Huang and Lyn C. Thomas Unversty of Southampton Contents Background Aucton model of credt card solctaton - Errors n probablty of beng Good - Errors n
More informationMarket structure and Innovation
Market structure and Innovaton Ths presentaton s based on the paper Market structure and Innovaton authored by Glenn C. Loury, publshed n The Quarterly Journal of Economcs, Vol. 93, No.3 ( Aug 1979) I.
More informationLab 4: Two-level Random Intercept Model
BIO 656 Lab4 009 Lab 4: Two-level Random Intercept Model Data: Peak expratory flow rate (pefr) measured twce, usng two dfferent nstruments, for 17 subjects. (from Chapter 1 of Multlevel and Longtudnal
More informationProtection as insurance: Risk aversion, terms of trade uncertainty and optimal trade policy
Protecton as nsurance: Rsk averson, terms of trade uncertanty and optmal trade polcy Ton Glaser KU Leuven Gerald Wllmann KU Leuven August 5, 202 We propose a model n whch producers and consumers face uncertanty
More informationCopyright 2017 by Taylor Enterprises, Inc., All Rights Reserved. Adjusted Control Limits for U Charts. Dr. Wayne A. Taylor
Taylor Enterprses, Inc. Adjusted Control Lmts for U Charts Copyrght 207 by Taylor Enterprses, Inc., All Rghts Reserved. Adjusted Control Lmts for U Charts Dr. Wayne A. Taylor Abstract: U charts are used
More informationThe decomposition of inequality and poverty
The decomposton of nequalty and poverty THE DECOMPOSITIO OF THE FGT IDEX The FGT poverty ndex for a populaton composed of K groups can be wrtten as follows: P(z;α) = K φ(k)p(k; z; α) k = where P(k;z; α
More informationThe Value of Demand Postponement under Demand Uncertainty
Recent Researches n Appled Mathematcs, Smulaton and Modellng The Value of emand Postponement under emand Uncertanty Rawee Suwandechocha Abstract Resource or capacty nvestment has a hgh mpact on the frm
More informationConstant Best-Response Functions: Interpreting Cournot
Internatonal Journal of Busness and Economcs, 009, Vol. 8, No., -6 Constant Best-Response Functons: Interpretng Cournot Zvan Forshner Department of Economcs, Unversty of Hafa, Israel Oz Shy * Research
More informationExport Subsidies and Timing of Decision-Making
Workng Paper Seres No51, Faculty of Economcs, Ngata Unversty Export Subsdes and Tmng of Decson-Makng An Extenson to the Sequental-Move Game of Brander and Spencer (1985) Model Koun Hamada Seres No51 Address:
More informationUpstream competition. Stéphane Caprice Toulouse School of Economics
Upstream competton and buyer mergers Stéphane Caprce Toulouse School of Economcs GREMAQ-IRA 1 Buyer frms often merge n order to obtan lower prces from supplers What s the contrbuton of ths paper? Explan
More informationEfficiency Measurement in the Electricity and. A. Introduction. Importance of the empirical understanding. and cost efficiency ) is relevant
Effcency Measurement n the Electrcty and Gas Dstrbuton sectors Prof. Dr. Massmo Flppn FIMA, second nternatonal conference 28 G To present and dscuss the applcaton of mathematcal and statstcal methods n
More informationLecture Notes for STATISTICAL METHODS FOR BUSINESS II BMGT 212. Chapters 14, 15 & 16. Professor Ahmadi, Ph.D. Department of Management
Lecture Notes for STATISTICAL METHODS FOR BUSINESS II BMGT 1 Chapters 14, 15 & 16 Professor Ahmad, Ph.D. Department of Management Revsed August 005 Chapter 14 Formulas Smple Lnear Regresson Model: y =
More informationDifferentiating Gaussian Processes
Dfferentatng Gaussan Processes Andrew McHutchon Aprl 17, 013 1 Frst Order Dervatve of the Posteror Mean The posteror mean of a GP s gven by, f = x, X KX, X 1 y x, X α 1 Only the x, X term depends on the
More informationMarginal Effects in Probit Models: Interpretation and Testing. 1. Interpreting Probit Coefficients
ECON 5 -- NOE 15 Margnal Effects n Probt Models: Interpretaton and estng hs note ntroduces you to the two types of margnal effects n probt models: margnal ndex effects, and margnal probablty effects. It
More informationNUMERICAL DIFFERENTIATION
NUMERICAL DIFFERENTIATION 1 Introducton Dfferentaton s a method to compute the rate at whch a dependent output y changes wth respect to the change n the ndependent nput x. Ths rate of change s called the
More informationAllocative Efficiency Measurement with Endogenous Prices
Allocatve Effcency Measurement wth Endogenous Prces Andrew L. Johnson Texas A&M Unversty John Ruggero Unversty of Dayton December 29, 200 Abstract In the nonparametrc measurement of allocatve effcency,
More informationExercises of Fundamentals of Chemical Processes
Department of Energ Poltecnco d Mlano a Lambruschn 4 2056 MILANO Exercses of undamentals of Chemcal Processes Prof. Ganpero Gropp Exercse 7 ) Estmaton of the composton of the streams at the ext of an sothermal
More informationProblem Set 4: Sketch of Solutions
Problem Set 4: Sketc of Solutons Informaton Economcs (Ec 55) George Georgads Due n class or by e-mal to quel@bu.edu at :30, Monday, December 8 Problem. Screenng A monopolst can produce a good n dfferent
More informationStatistics for Managers Using Microsoft Excel/SPSS Chapter 13 The Simple Linear Regression Model and Correlation
Statstcs for Managers Usng Mcrosoft Excel/SPSS Chapter 13 The Smple Lnear Regresson Model and Correlaton 1999 Prentce-Hall, Inc. Chap. 13-1 Chapter Topcs Types of Regresson Models Determnng the Smple Lnear
More informationHousehold Size, Economies of Scale and Public Goods in Consumption: A Proposal to resolve the Food Share Paradox
1 Household Sze, Economes of Scale and Publc Goods n Consumpton: A Proposal to resolve the Food Share Paradox Ferdoon Kooh-Kamal 2014* ferdoon.kooh@emory.edu, Department of Economcs, Emory Unversty 1602
More informationCrude Oil Prices and Retail Prices: Is there an Asymmetric Transmission? Application For France and Germany
Crude Ol Prces and Retal Prces: Is there an Asymmetrc Transmsson? Applcaton For France and Germany CREM - Unversty of Rennes 1 - IFP 10th IAEE European Conference Energy, Polces and Technologes for Sustanable
More informationThe Granular Origins of Aggregate Fluctuations : Supplementary Material
The Granular Orgns of Aggregate Fluctuatons : Supplementary Materal Xaver Gabax October 12, 2010 Ths onlne appendx ( presents some addtonal emprcal robustness checks ( descrbes some econometrc complements
More informationGraduate Macroeconomics 2 Problem set 5. - Solutions
Graduae Macroeconomcs 2 Problem se. - Soluons Queson 1 To answer hs queson we need he frms frs order condons and he equaon ha deermnes he number of frms n equlbrum. The frms frs order condons are: F K
More informationConjectures in Cournot Duopoly under Cost Uncertainty
Conjectures n Cournot Duopoly under Cost Uncertanty Suyeol Ryu and Iltae Km * Ths paper presents a Cournot duopoly model based on a condton when frms are facng cost uncertanty under rsk neutralty and rsk
More informationWelfare Properties of General Equilibrium. What can be said about optimality properties of resource allocation implied by general equilibrium?
APPLIED WELFARE ECONOMICS AND POLICY ANALYSIS Welfare Propertes of General Equlbrum What can be sad about optmalty propertes of resource allocaton mpled by general equlbrum? Any crteron used to compare
More informationInternational Trade and Public Finance with Public Goods. Wenming Wang. Graduate School of Economics
Internatonal Trade and Publc Fnance wth Publc Goods Wenmng Wang Graduate School of Economcs Nagoya Unversty, Japan Internatonal Trade and Publc Fnance wth Publc Goods By Wenmng Wang A Dssertaton Submtted
More information