2x2x2 Heckscher-Ohlin-Samuelson (H-O-S) model with factor substitution

Size: px
Start display at page:

Download "2x2x2 Heckscher-Ohlin-Samuelson (H-O-S) model with factor substitution"

Transcription

1 2x2x2 Heckscher-Ohlin-amuelson (H-O- model with factor substitution The HAT ALGEBRA of the Heckscher-Ohlin model with factor substitution o far we were dealing with the easiest ossible version of the H-O- model with no factor substitution (i.e. with fixed factor requirements er unit of outut, indeendent of relative factor rices. Now we will allow for factor substitution in resonse to changes in relative factor rewards. The aealing feature of this simle general equilibrium model is its ability to show how easily some famous theorems can be derived from a simle model. We will start with a small oen economy that takes the relative rice ratio as given, and later discuss a large oen economy case. If the technology is given and factor endowments and commodity rices are treated as arameters, the model serves to determine 8 unknowns: The level of commodity oututs (, The factor allocation to each industry (L,L,, actor rices (w,r We need 8 equations to be able to solve the model analytically. These equations can be given by: the roduction functions (2, the requirement that each factor receives the value of its marginal roduct (4, the requirements that each factor is fully emloyed (2.

2 The requirement that both factors are fully emloyed is given by equations: L L L a L a above relationshis emhasize the dual relationshis between factor endowments and goods oututs. Unit costs of roduction in each industry are given by the erfect cometition conditions: a L a c c a a r a r a L L w w The above relationshis emhasize the dual relationshis between factor rices and goods rices. Is it enough to solve the model? No, not in the general case when unit factor requirements change in resonse to relative factor rice changes! Therefore, we must sulements the above equations by four additional relationshis determining the inut coefficients. These are rovided by the requirement that in a cometitive equilibrium each a ij deends solely on the ratio of factor rices (w/r. Let s use the cost minimization condition of a tyical entrereneur (we saw in the factor secific model. In the manufacturing sector the unit roduction costs are given by: C = a r + a L w 2

3 The entrereneur treats factor rices as fixed and varies a s so as to set the derivative of costs equal to zero: dc = 0 = da r + da L w Now, exress it in terms of the rates of changes (dividing by sides by c : C dc C % change rateofgrowth ar da alw dal C a C a L L L L L 0 imilarly, in the food roducing sector we have: C L L 0 Alterations in factor roortions must balance out such that the Θ weighted average of the changes in inut coefficients in each industry is zero. This imlies that the relationshi between changes in factor rices and changes in goods rices is identical in the variable and fixed coefficient cases (Wong-Viner theorem. To see it differentiate totally the erfect cometition conditions and then exress them in the rates of changes. 3

4 In the manufacturing sector we have: d d dc da a imilarly, in the food sector we have: da a r a r a r r dr da dr r L da a L L L w a L a L L L dw w a L w dw w r L L L The relationshis between changes in goods rices and changes in factor rices can be written in the matrix form: L L r ( ( L L L L Interretation: factor rices deend only on commodity rices this is our factor rice equalization theorem! Our equations rove the factor rice equalization theorem (between countries, even though it to show only one country. However, we can easily reinterret each change as a rate of change between countries rather than as a change over time. Two countries are the same in some key resects. They have the same rice ratio because they trade freely without transort costs. 4

5 Unfortunately, a similar kind of argument does not aly to the case of the factor market clearing conditions (that do not simlify so easily. Let us exress our factor market clearing conditions using the rates of change. irst, take a total differential of the full emloyment condition for labor to obtain: da L a L d da L a L d dl Then divide both sides by L to get: dal al al d dal al al d dl al L L al L L L L L L L L L L L L Therefore, we have: L L L [ L L L L ] In the same way we obtain: [ ] 5

6 The relationshis between changes in factor sulies and changes in outut levels can be written in the matrix form: L L L ( ( L L L L The term ( L L L L shows the ercentage change in the total quantity of labor required by the economy as a result of changing factor roortions in each industry at unchanged oututs (constant λs. Crucial feature: If factor rices change, factor roortions alter in the same direction in both industries. The extent of this change deends on the elasticities of substitution between factors in each industry (assume constant elasticity of substitution between factors. The elasticity of substitution between labor and caital in the manufacturing sector is defined as: d( / L /( / L d( w/ r /( w/ r d( a / al /( a / a d( w/ r /( w/ r L r L This elasticity tells us how the caital-labor ratio will change if relative wage (wage-rental ratio changes by %. 6

7 imilarly, for the food sector we can write the elasticity of substitution between labor and caital as: d( / L /( / L d( w/ r /( w/ r d( a / al /( a / a d( w/ r /( w/ r L r L Now we need to find changes in unit factor requirements as functions of changes in factor rices. To do so let us use the above definitions of the elasticity of substitution and combine them with cost minimization conditions: C L L 0 L L C L L 0 L L r L ( r L ( L r L ( r L ( L Hence, we get: 7

8 L L L L ( r ( r ( r ( r ubstituting the exressions for the changes in unit factor requirements in resonse to changes in factor rices into the set of equilibrium conditions we obtain: L L L L( r ( r where L L L is the aggregate ercentage saving in labor inuts at unchanged oututs associated with a % increase in the relative wage (the saving resulting from the adjustment to less laborintensive techniques in both industries as relative wages rise, and similarly. JONE (965 AGNIICATION EECT If commodity rices are unchanged factor rices are constant and the system of equations tells us that changes in commodity oututs are related to changes in factor endowments. If both endowments exand at the same rate both commodity oututs exand at identical rates. L L L 8

9 This can be demonstrated as follows: det L L ( L L L ( L 0 (negative when is caital intensive L L L L L L L L ( L ( L L L Now we can easily notice that when L then. However, if both factor endowments grow at different rates, the good intensive in the use of the fastest growing factor exands at a greater rate than either factor, and the other commodity grows (if at all at a slower rate than either factor. or examle, suose that labor exands more raidly than caital. With caital intensive comared to we have then: L 9

10 This is called the AGNIICATION EECT of factor endowments on commodity oututs at unchanged commodity rices. or simlicity consider a secial case when the endowment of only one factor increases, say labor L 0. det L L ( L L L 0 ( L 0 (negative when is caital intensive L 0 L L Lsince - L L L ( L L L L 0 L (you can notice that the numerator is bigger than the denominator since by assumtion >λ L 0

11 Hence, we observe the following magnification effect: L This is our Rybczyński theorem which can be restated as follows: At the unchanged commodity rices an exansion in one factor results in an absolute decline in the commodity intensive in the use of the other factor. imilarly, the magnification effect is also the feature of the link between commodity rices and factor rices. In the absence of technological change or taxes/subsidies, if the rice of caital intensive good grows more raidly than the rice of the labor intensive good, then the reward to factor used intensively in the roduction of manufactures (caital grows more than the rice of manufactures and we have: r Intuition: The source of the magnification effect is easy to detect. ince the relative change in the rice of either commodity is a ositive weighted average of factor rice changes it must be bounded by these changes. or simlicity consider a secial case when the rice of only one good increases, say 0. In this case the increase in the rice of raises the return to the factor used intensively in (caital by an even greater amount (and lower the return to the other factor.

12 Now we have: L L L L r L L L Hence, we observe the following magnification effect: r 0 0 r w This is our toler-amuelson theorem which can be restated as follows: 0 An increase in the rice of a caital intensive good raises the return to the factor used intensively in (caital by an even greater amount and lowers the rice of the other factor. 0 0 inally, we are ready to study the large economy case. 2

13 3 Endogenous demand To close the model we assume that consumer trade atterns are homothetic and ignore any differences between the workers and caitalists. Thus, the ratio of quantities of goods consumed deends only on the relative commodity rice ratio: f Let us exress this relationshi in terms of the rates of change using the elasticity of substitution between two commodities on the demand side σ D : D D d d / /( / / / / since ( Previously we considered the effect of a change in factor endowments at unchanged commodity rices. With the model closed by the demand relationshi commodity rices will have to adjust so as to clear the commodity markets. Recall that in the general case when commodity rices change also factor rices change:

14 L L L L( r ( r Hence, ( ( L ( L ( r L L We can notice that on the suly side the change in the ratio of oututs roduced deends on the change in factor endowments and the change in factor rices. Let us concentrate for the moment on the change in the relative factor rices which can be obtained from: L L r Hence, r L L Now we can substitute the relationshi between the changes in the ratio of factor rices and the changes in the ration of goods rices into our relationshi between the change in the ratio of outut roduced and the change in the ratio of factor rices: 4

15 ( L where L L L L L ( L L L ( L (the elasticity of substitution between the goods on the suly side along the roduct transformation curve Equilibrium In equilibrium, the change in the ratio of outut roduced has to be equal to the change in the ratio of outut consumed. This allows us to determine the change in the commodity rice ratio as we can notice that this change is given by the mutual interaction of demand and suly. L L ( ( Hence L L L ( L ( D D 5

16 6 Having determined the change in the commodity rice ratio we can determine the change in the outut ratio as a function of the change in the factor endowment ratio: ( ( ( ( ( ( ( L L L L D L D D L L L When commodity rices adjust to the initial changes in outut brought about by the change in factor endowments, the comosition of oututs may in the end not change by as much as the factor endowments. This deends whether the elasticity exression σ D /(σ +σ D is smaller than the factor-intensity exression (λ L - λ. Large values of damen the sread of outut, small values of work in the similar way.

17 These effects can be summarized in the table below: D D D D D D ( ( ( L L L Less than : change : change (comlete damening No magnification effect ore than : change agnification effect exists although is damened D When D we observe the full magnification effect. Conclusion: The only art of the Rybczyński theorem which is challenged by the introduction of the demand side is the one that concerns the magnification effect. 7

International Trade with a Public Intermediate Good and the Gains from Trade

International Trade with a Public Intermediate Good and the Gains from Trade International Trade with a Public Intermediate Good and the Gains from Trade Nobuhito Suga Graduate School of Economics, Nagoya University Makoto Tawada Graduate School of Economics, Nagoya University

More information

Economics 101. Lecture 7 - Monopoly and Oligopoly

Economics 101. Lecture 7 - Monopoly and Oligopoly Economics 0 Lecture 7 - Monooly and Oligooly Production Equilibrium After having exlored Walrasian equilibria with roduction in the Robinson Crusoe economy, we will now ste in to a more general setting.

More information

Econ 401A: Economic Theory Mid-term. Answers

Econ 401A: Economic Theory Mid-term. Answers . Labor suly Econ 40: Economic Theory Mid-term nswers (a) Let be labor suly. Then x 4 The key ste is setting u the budget constraint. x w w(4 x ) Thus the budget constraint can be rewritten as follows:

More information

Internation1al Trade

Internation1al Trade 14.581 Internation1al Trade Class notes on 3/4/2013 1 Factor Proportion Theory The law of comparative advantage establishes the relationship between relative autarky prices and trade ows But where do relative

More information

The Supply Side of the Economy. 1 The Production Function: What Determines the Total Production

The Supply Side of the Economy. 1 The Production Function: What Determines the Total Production Lecture Notes 3 The Suly Side of the Economy (Mankiw, Cht. 3) 1 The Production Function: What Determines the Total Production of Goods and Services? An economy's outut of goods and services - its GDP -

More information

MATH 104 THE SOLUTIONS OF THE ASSIGNMENT

MATH 104 THE SOLUTIONS OF THE ASSIGNMENT MTH 4 THE SOLUTIONS OF THE SSIGNMENT Question9. (Page 75) Solve X = if = 8 and = 4 and write a system. X =, = 8 4 = *+ *4= = 8*+ 4*= For finding the system, we use ( ) = = 6= 5, 8 /5 /5 = = 5 8 8/5 /5

More information

Comparative Costs, Autarky General Equilibrium, Trade Patterns, Factor Endowments, Free Trade Balances, Terms of Trade Surfaces,

Comparative Costs, Autarky General Equilibrium, Trade Patterns, Factor Endowments, Free Trade Balances, Terms of Trade Surfaces, Comarative Costs, utary General Equilibrium, Trade Patterns, Factor Endowments, Free Trade alances, Terms of Trade Surfaces, International General Equilibrium Solutions and Factor llocations. jarne S.

More information

Statics and dynamics: some elementary concepts

Statics and dynamics: some elementary concepts 1 Statics and dynamics: some elementary concets Dynamics is the study of the movement through time of variables such as heartbeat, temerature, secies oulation, voltage, roduction, emloyment, rices and

More information

Exercise 2: Equivalence of the first two definitions for a differentiable function. is a convex combination of

Exercise 2: Equivalence of the first two definitions for a differentiable function. is a convex combination of March 07 Mathematical Foundations John Riley Module Marginal analysis and single variable calculus 6 Eercises Eercise : Alternative definitions of a concave function (a) For and that 0, and conve combination

More information

Theory of Externalities Partial Equilibrium Analysis

Theory of Externalities Partial Equilibrium Analysis Theory of Externalities Partial Equilibrium Analysis Definition: An externality is resent whenever the well being of a consumer or the roduction ossibilities of a firm are directly affected by the actions

More information

Hotelling s Two- Sample T 2

Hotelling s Two- Sample T 2 Chater 600 Hotelling s Two- Samle T Introduction This module calculates ower for the Hotelling s two-grou, T-squared (T) test statistic. Hotelling s T is an extension of the univariate two-samle t-test

More information

ε and ε > 0 we can find a δ > 0 such that

ε and ε > 0 we can find a δ > 0 such that John Riley June 5, 3 ANSWERS TO EXERCISES IN APPENDIX A SECTION A: MAPPINGS OF A SINGLE VARIABLE Eercise A-: Rules of limits (a) Limit of the sum = the sum of the limits We wish to estalish that for any

More information

HEAT, WORK, AND THE FIRST LAW OF THERMODYNAMICS

HEAT, WORK, AND THE FIRST LAW OF THERMODYNAMICS HET, ORK, ND THE FIRST L OF THERMODYNMIS 8 EXERISES Section 8. The First Law of Thermodynamics 5. INTERPRET e identify the system as the water in the insulated container. The roblem involves calculating

More information

HENSEL S LEMMA KEITH CONRAD

HENSEL S LEMMA KEITH CONRAD HENSEL S LEMMA KEITH CONRAD 1. Introduction In the -adic integers, congruences are aroximations: for a and b in Z, a b mod n is the same as a b 1/ n. Turning information modulo one ower of into similar

More information

5.1 THE ROBINSON CRUSOE ECONOMY

5.1 THE ROBINSON CRUSOE ECONOMY Essential Microeconomics -- 5 THE ROBINSON CRUSOE ECONOMY Ke ideas: Walrasian equilibrium allocation, otimal allocation, invisible hand at work A simle econom with roduction Two commodities, H consumers,

More information

The Heckscher-Ohlin model: Mathematical treatment*

The Heckscher-Ohlin model: Mathematical treatment* The Heckscher-Ohlin model: Mathematical treatment* Robert Stehrer Draft and unfinished version Version: April 23, 2013 Various approaches Primal approach approach which are partly interrelated Primal approach

More information

COMMUNICATION BETWEEN SHAREHOLDERS 1

COMMUNICATION BETWEEN SHAREHOLDERS 1 COMMUNICATION BTWN SHARHOLDRS 1 A B. O A : A D Lemma B.1. U to µ Z r 2 σ2 Z + σ2 X 2r ω 2 an additive constant that does not deend on a or θ, the agents ayoffs can be written as: 2r rθa ω2 + θ µ Y rcov

More information

Microeconomics Fall 2017 Problem set 1: Possible answers

Microeconomics Fall 2017 Problem set 1: Possible answers Microeconomics Fall 07 Problem set Possible answers Each answer resents only one way of solving the roblem. Other right answers are ossible and welcome. Exercise For each of the following roerties, draw

More information

(a) The isoquants for each of the three production functions are show below:

(a) The isoquants for each of the three production functions are show below: Problem Set 7: Solutions ECON 0: Intermediate Microeconomics Prof. Marek Weretka Problem (Production Functions) (a) The isoquants for each of the three roduction functions are show below: f(, ) = f (f

More information

Monopolist s mark-up and the elasticity of substitution

Monopolist s mark-up and the elasticity of substitution Croatian Oerational Research Review 377 CRORR 8(7), 377 39 Monoolist s mark-u and the elasticity of substitution Ilko Vrankić, Mira Kran, and Tomislav Herceg Deartment of Economic Theory, Faculty of Economics

More information

ANSWERS TO ODD NUMBERED EXERCISES IN CHAPTER 3

ANSWERS TO ODD NUMBERED EXERCISES IN CHAPTER 3 John Riley 5 Setember 0 NSWERS T DD NUMERED EXERCISES IN CHPTER 3 SECTIN 3: Equilibrium and Efficiency Exercise 3-: Prices with Quasi-linear references (a) Since references are convex, an allocation is

More information

Pretest (Optional) Use as an additional pacing tool to guide instruction. August 21

Pretest (Optional) Use as an additional pacing tool to guide instruction. August 21 Trimester 1 Pretest (Otional) Use as an additional acing tool to guide instruction. August 21 Beyond the Basic Facts In Trimester 1, Grade 8 focus on multilication. Daily Unit 1: Rational vs. Irrational

More information

International Trade Lecture 9: Factor Proportion Theory (II)

International Trade Lecture 9: Factor Proportion Theory (II) 14.581 International Trade Lecture 9: Factor Proportion Theory (II) 14.581 Week 5 Spring 2013 14.581 (Week 5) Factor Proportion Theory (II) Spring 2013 1 / 24 Today s Plan 1 Two-by-two-by-two Heckscher-Ohlin

More information

PROFIT MAXIMIZATION. π = p y Σ n i=1 w i x i (2)

PROFIT MAXIMIZATION. π = p y Σ n i=1 w i x i (2) PROFIT MAXIMIZATION DEFINITION OF A NEOCLASSICAL FIRM A neoclassical firm is an organization that controls the transformation of inuts (resources it owns or urchases into oututs or roducts (valued roducts

More information

Journal of Development Economics

Journal of Development Economics Journal of Develoment Economics 97 (202) 42 55 Contents lists available at ScienceDirect Journal of Develoment Economics journal homeage www.elsevier.com/locate/devec Resource abundance, growth and welfare

More information

Chapter 5 Notes. These notes correspond to chapter 5 of Mas-Colell, Whinston, and Green.

Chapter 5 Notes. These notes correspond to chapter 5 of Mas-Colell, Whinston, and Green. Chater 5 Notes These notes corresond to chater 5 of Mas-Colell, Whinston, and Green. 1 Production We now turn from consumer behavior to roducer behavior. For the most art we will examine roducer behavior

More information

School of Economics and Management

School of Economics and Management School of Economics and Management TECHNICAL UNIVERSITY OF LISBON Deartment of Economics Carlos Pestana Barros & Nicolas Peyoch José Pedro Pontes A Comarative Analysis of Productivity Change in Italian

More information

COBB-Douglas, Constant Elasticity of Substitution (CES) and Transcendental Logarithmic Production Functions in Non-linear Type of Special Functions

COBB-Douglas, Constant Elasticity of Substitution (CES) and Transcendental Logarithmic Production Functions in Non-linear Type of Special Functions ISSN: 3-9653; IC Value: 45.98; SJ Imact Factor :6.887 Volume 5 Issue XII December 07- Available at www.ijraset.com COBB-Douglas, Constant Elasticity of Substitution (CES) and Transcendental Logarithmic

More information

Econ 101A Midterm 2 Th 8 April 2009.

Econ 101A Midterm 2 Th 8 April 2009. Econ A Midterm Th 8 Aril 9. You have aroximately hour and minutes to answer the questions in the midterm. I will collect the exams at. shar. Show your work, and good luck! Problem. Production (38 oints).

More information

Explosion Protection of Buildings

Explosion Protection of Buildings 1 Exlosion Protection of Buildings Author: Miroslav Mynarz 2 Exlosion Protection of Buildings Exlosion of a Condensed Exlosive and Calculation of Blast Wave Parameters Theory of exlosion of condensed exlosive

More information

Trading OTC and Incentives to Clear Centrally

Trading OTC and Incentives to Clear Centrally Trading OTC and Incentives to Clear Centrally Gaetano Antinolfi Francesca Caraella Francesco Carli March 1, 2013 Abstract Central counterparties CCPs have been art of the modern financial system since

More information

Convex Analysis and Economic Theory Winter 2018

Convex Analysis and Economic Theory Winter 2018 Division of the Humanities and Social Sciences Ec 181 KC Border Conve Analysis and Economic Theory Winter 2018 Toic 16: Fenchel conjugates 16.1 Conjugate functions Recall from Proosition 14.1.1 that is

More information

A note on the preferred hedge instrument

A note on the preferred hedge instrument ingnan University Digital Commons @ ingnan University ong ong Institute o Business tudies Working aer eries ong ong Institute o Business tudies 香港商學研究所 6-5 A note on the reerred hedge instrument Arthur

More information

Entrepreneurship and new ventures finance. Designing a new business (3): Revenues and costs. Prof. Antonio Renzi

Entrepreneurship and new ventures finance. Designing a new business (3): Revenues and costs. Prof. Antonio Renzi Entrereneurshi and new ventures finance Designing a new business (3): Revenues and costs Prof. Antonio Renzi Agenda 1. Revenues analysis 2. Costs analysis 3. Break even analysis Revenue Model Primary Demand

More information

Use of Transformations and the Repeated Statement in PROC GLM in SAS Ed Stanek

Use of Transformations and the Repeated Statement in PROC GLM in SAS Ed Stanek Use of Transformations and the Reeated Statement in PROC GLM in SAS Ed Stanek Introduction We describe how the Reeated Statement in PROC GLM in SAS transforms the data to rovide tests of hyotheses of interest.

More information

MATH 2710: NOTES FOR ANALYSIS

MATH 2710: NOTES FOR ANALYSIS MATH 270: NOTES FOR ANALYSIS The main ideas we will learn from analysis center around the idea of a limit. Limits occurs in several settings. We will start with finite limits of sequences, then cover infinite

More information

The Kiel Institute for the World Economy

The Kiel Institute for the World Economy The Kiel Institute for the World Economy Duesternbrooker Weg 20 2405 Kiel (Germany) Kieler Working Paer No. 277 Increasing Returns to Scale and the Long-Run Phillis Curve by Andrea Vaona and Dennis Snower

More information

ANSWERS TO ODD NUMBERED EXERCISES IN CHAPTER 5. The constraint is binding at the maximum therefore we can substitute for y

ANSWERS TO ODD NUMBERED EXERCISES IN CHAPTER 5. The constraint is binding at the maximum therefore we can substitute for y John Rile Aril 0 ANSWERS TO ODD NUMBERED EXERCISES IN CHAPTER 5 Section 5: The Robinson Crusoe Econom Eercise 5-: Equilibrium (a) = ( + ω) = ( + 47, ) Then = 47 Substituting or in the / roduction unction,

More information

Micro I. Lesson 5 : Consumer Equilibrium

Micro I. Lesson 5 : Consumer Equilibrium Microecono mics I. Antonio Zabalza. Universit of Valencia 1 Micro I. Lesson 5 : Consumer Equilibrium 5.1 Otimal Choice If references are well behaved (smooth, conve, continuous and negativel sloed), then

More information

Recovering preferences in the household production framework: The case of averting behavior

Recovering preferences in the household production framework: The case of averting behavior Udo Ebert Recovering references in the household roduction framework: The case of averting behavior February 2002 * Address: Deartment of Economics, University of Oldenburg, D-26 Oldenburg, ermany Tel.:

More information

Chapter 6. Thermodynamics and the Equations of Motion

Chapter 6. Thermodynamics and the Equations of Motion Chater 6 hermodynamics and the Equations of Motion 6.1 he first law of thermodynamics for a fluid and the equation of state. We noted in chater 4 that the full formulation of the equations of motion required

More information

1 Extremum Estimators

1 Extremum Estimators FINC 9311-21 Financial Econometrics Handout Jialin Yu 1 Extremum Estimators Let θ 0 be a vector of k 1 unknown arameters. Extremum estimators: estimators obtained by maximizing or minimizing some objective

More information

Heckscher-Ohlin Model

Heckscher-Ohlin Model Chapter 3 Heckscher-Ohlin Model aaaaaaaaa Eli Heckscher (1919), The effect of foreign trade on the distribution of income, Ekonomisk Tidskerift, 21: 497-512. aaaaaaaaaaaa Bertil Ohlin (1933), Interregional

More information

Chapter 7 Rational and Irrational Numbers

Chapter 7 Rational and Irrational Numbers Chater 7 Rational and Irrational Numbers In this chater we first review the real line model for numbers, as discussed in Chater 2 of seventh grade, by recalling how the integers and then the rational numbers

More information

8.7 Associated and Non-associated Flow Rules

8.7 Associated and Non-associated Flow Rules 8.7 Associated and Non-associated Flow Rules Recall the Levy-Mises flow rule, Eqn. 8.4., d ds (8.7.) The lastic multilier can be determined from the hardening rule. Given the hardening rule one can more

More information

Q ABS (x,t s ) = S o /4 S(x)a p (x,t s ).

Q ABS (x,t s ) = S o /4 S(x)a p (x,t s ). Lecture 14 ICE The feedback of exanding and contracting ice sheets has often been offered as a lausible exlanation for how the contrasting climates of the glacialinterglacial times can be both (relatively)

More information

Principal Components Analysis and Unsupervised Hebbian Learning

Principal Components Analysis and Unsupervised Hebbian Learning Princial Comonents Analysis and Unsuervised Hebbian Learning Robert Jacobs Deartment of Brain & Cognitive Sciences University of Rochester Rochester, NY 1467, USA August 8, 008 Reference: Much of the material

More information

Towards understanding the Lorenz curve using the Uniform distribution. Chris J. Stephens. Newcastle City Council, Newcastle upon Tyne, UK

Towards understanding the Lorenz curve using the Uniform distribution. Chris J. Stephens. Newcastle City Council, Newcastle upon Tyne, UK Towards understanding the Lorenz curve using the Uniform distribution Chris J. Stehens Newcastle City Council, Newcastle uon Tyne, UK (For the Gini-Lorenz Conference, University of Siena, Italy, May 2005)

More information

THE FIRST LAW OF THERMODYNAMICS

THE FIRST LAW OF THERMODYNAMICS THE FIRST LA OF THERMODYNAMIS 9 9 (a) IDENTIFY and SET UP: The ressure is constant and the volume increases (b) = d Figure 9 Since is constant, = d = ( ) The -diagram is sketched in Figure 9 The roblem

More information

Lecture 2: Factor Proportions Theory of Trade

Lecture 2: Factor Proportions Theory of Trade Lecture 2: Factor Proportions Theory of Trade Alfonso A. Irarrazabal University of Oslo September 25, 2007 Contents 1 Factor Proportions Model 2 1.1 Preferences................................. 2 1.2 Technologies.................................

More information

PHYS 301 HOMEWORK #9-- SOLUTIONS

PHYS 301 HOMEWORK #9-- SOLUTIONS PHYS 0 HOMEWORK #9-- SOLUTIONS. We are asked to use Dirichlet' s theorem to determine the value of f (x) as defined below at x = 0, ± /, ± f(x) = 0, - < x

More information

Pure exchange competitive equilibrium under uncertainty

Pure exchange competitive equilibrium under uncertainty J Ambient Intell Human Comut 7) 8:759 768 DOI.7/s65-7-5-x ORIGINAL RESEARCH Pure exchange cometitive equilibrium under uncertainty Qiqiong Chen Yuanguo Zhu Received: 7 February 7 / Acceted: 4 Aril 7 /

More information

Mobius Functions, Legendre Symbols, and Discriminants

Mobius Functions, Legendre Symbols, and Discriminants Mobius Functions, Legendre Symbols, and Discriminants 1 Introduction Zev Chonoles, Erick Knight, Tim Kunisky Over the integers, there are two key number-theoretic functions that take on values of 1, 1,

More information

External Economies of Scale and International Trade: Further Analysis

External Economies of Scale and International Trade: Further Analysis External Economies of Scale and International Trade: Further Analysis Kar-yiu Wong 1 University of Washington August 9, 2000 1 Department of Economics, Box 353330, University of Washington, Seattle, WA

More information

whether a process will be spontaneous, it is necessary to know the entropy change in both the

whether a process will be spontaneous, it is necessary to know the entropy change in both the 93 Lecture 16 he entroy is a lovely function because it is all we need to know in order to redict whether a rocess will be sontaneous. However, it is often inconvenient to use, because to redict whether

More information

Political Specialization

Political Specialization Political Secialization Bernardo Guimaraes Kevin D. Sheedy Sao Paulo School of Economics FGV London School of Economics First draft: th December 203 This version: 7 th March 205 Abstract This aer resents

More information

Handout #3: Peak Load Pricing

Handout #3: Peak Load Pricing andout #3: Peak Load Pricing Consider a firm that exeriences two kinds of costs a caacity cost and a marginal cost ow should caacity be riced? This issue is alicable to a wide variety of industries, including

More information

4. CONTINUOUS VARIABLES AND ECONOMIC APPLICATIONS

4. CONTINUOUS VARIABLES AND ECONOMIC APPLICATIONS STATIC GAMES 4. CONTINUOUS VARIABLES AND ECONOMIC APPLICATIONS Universidad Carlos III de Madrid CONTINUOUS VARIABLES In many games, ure strategies that layers can choose are not only, 3 or any other finite

More information

A comparison of two barometers: Nicholas Fortin versus Robert Bosch

A comparison of two barometers: Nicholas Fortin versus Robert Bosch Isn t that a daisy? Doc Holliday A comarison of two barometers: Nicholas Fortin versus Robert Bosch Andrew Mosedale I have heard the whisers. I know the rumors. I attend to the gossi. Does it even work?

More information

Trading Tasks: A Simple Theory of Offshoring

Trading Tasks: A Simple Theory of Offshoring Trading Tasks: A Simple Theory of Offshoring Gene M. Grossman and Esteban Rossi-Hansberg Princeton University June 26, 2014 Grossman and Rossi-Hansberg (Princeton University) A Simple Theory of Offshoring

More information

Study on determinants of Chinese trade balance based on Bayesian VAR model

Study on determinants of Chinese trade balance based on Bayesian VAR model Available online www.jocr.com Journal of Chemical and Pharmaceutical Research, 204, 6(5):2042-2047 Research Article ISSN : 0975-7384 CODEN(USA) : JCPRC5 Study on determinants of Chinese trade balance based

More information

Week 8 lectures. ρ t +u ρ+ρ u = 0. where µ and λ are viscosity and second viscosity coefficients, respectively and S is the strain tensor:

Week 8 lectures. ρ t +u ρ+ρ u = 0. where µ and λ are viscosity and second viscosity coefficients, respectively and S is the strain tensor: Week 8 lectures. Equations for motion of fluid without incomressible assumtions Recall from week notes, the equations for conservation of mass and momentum, derived generally without any incomressibility

More information

General Linear Model Introduction, Classes of Linear models and Estimation

General Linear Model Introduction, Classes of Linear models and Estimation Stat 740 General Linear Model Introduction, Classes of Linear models and Estimation An aim of scientific enquiry: To describe or to discover relationshis among events (variables) in the controlled (laboratory)

More information

Solved Problems. (a) (b) (c) Figure P4.1 Simple Classification Problems First we draw a line between each set of dark and light data points.

Solved Problems. (a) (b) (c) Figure P4.1 Simple Classification Problems First we draw a line between each set of dark and light data points. Solved Problems Solved Problems P Solve the three simle classification roblems shown in Figure P by drawing a decision boundary Find weight and bias values that result in single-neuron ercetrons with the

More information

Lecture 13 Heat Engines

Lecture 13 Heat Engines Lecture 3 Heat Engines hermodynamic rocesses and entroy hermodynamic cycles Extracting work from heat - How do we define engine efficiency? - Carnot cycle: the best ossible efficiency Reading for this

More information

Firms and returns to scale -1- Firms and returns to scale

Firms and returns to scale -1- Firms and returns to scale Firms and returns to scale -1- Firms and returns to scale. Increasing returns to scale and monopoly pricing 2. Constant returns to scale 19 C. The CRS economy 25 D. pplication to trade 47 E. Decreasing

More information

REFINED STRAIN ENERGY OF THE SHELL

REFINED STRAIN ENERGY OF THE SHELL REFINED STRAIN ENERGY OF THE SHELL Ryszard A. Walentyński Deartment of Building Structures Theory, Silesian University of Technology, Gliwice, PL44-11, Poland ABSTRACT The aer rovides information on evaluation

More information

Tests for Two Proportions in a Stratified Design (Cochran/Mantel-Haenszel Test)

Tests for Two Proportions in a Stratified Design (Cochran/Mantel-Haenszel Test) Chater 225 Tests for Two Proortions in a Stratified Design (Cochran/Mantel-Haenszel Test) Introduction In a stratified design, the subects are selected from two or more strata which are formed from imortant

More information

Topics in Trade: Slides

Topics in Trade: Slides Topics in Trade: Slides Alexander Tarasov University of Munich Summer 20 Alexander Tarasov (University of Munich) Topics in Trade Summer 20 / 2 : Rybczynski Theorem (955) How factor endowments affect product

More information

Economía Aplicada contribuciones. Estudios de

Economía Aplicada contribuciones. Estudios de rticulo-0.65 93 /07/03, 9:30 Estudios de Economía licada contribuciones E STUDIOS DE ECONOMÍ PLICD VOL. -, 0 0 3. P ÁGS. 95-00 Inut-outut relationshis between a main model a submodel RICHRD STONE PRESENTCIÓN

More information

On the dynamics of the Heckscher-Ohlin theory

On the dynamics of the Heckscher-Ohlin theory On the dynamics of the Heckscher-Ohlin theory Lorenzo Caliendo The University of Chicago 2010 Introduction "...free commodity trade will, under certain speci ed conditions, inevitably lead to complete

More information

FE FORMULATIONS FOR PLASTICITY

FE FORMULATIONS FOR PLASTICITY G These slides are designed based on the book: Finite Elements in Plasticity Theory and Practice, D.R.J. Owen and E. Hinton, 1970, Pineridge Press Ltd., Swansea, UK. 1 Course Content: A INTRODUCTION AND

More information

Web-Based Technical Appendix to Measuring Aggregate Price Indexes with Demand Shocks: Theory and Evidence for CES Preferences (Not for Publication)

Web-Based Technical Appendix to Measuring Aggregate Price Indexes with Demand Shocks: Theory and Evidence for CES Preferences (Not for Publication) Web-Based Technical Aendix to Measuring Aggregate Price Indexes with Demand Shocks: Theory and Evidence for CES Preferences (Not for Publication) Stehen J. Redding Princeton University and NBER David E.

More information

Lecture 4: The Heckscher-Ohlin Model With Many Goods and Factors

Lecture 4: The Heckscher-Ohlin Model With Many Goods and Factors Lecture 4: The Heckscher-Ohlin Model With Many Goods and Factors Gregory Corcos gregory.corcos@polytechnique.edu Isabelle Méjean isabelle.mejean@polytechnique.edu International Trade Université Paris-Saclay

More information

Dr. Shalabh Department of Mathematics and Statistics Indian Institute of Technology Kanpur

Dr. Shalabh Department of Mathematics and Statistics Indian Institute of Technology Kanpur Analysis of Variance and Design of Exeriment-I MODULE II LECTURE -4 GENERAL LINEAR HPOTHESIS AND ANALSIS OF VARIANCE Dr. Shalabh Deartment of Mathematics and Statistics Indian Institute of Technology Kanur

More information

Location of solutions for quasi-linear elliptic equations with general gradient dependence

Location of solutions for quasi-linear elliptic equations with general gradient dependence Electronic Journal of Qualitative Theory of Differential Equations 217, No. 87, 1 1; htts://doi.org/1.14232/ejqtde.217.1.87 www.math.u-szeged.hu/ejqtde/ Location of solutions for quasi-linear ellitic equations

More information

Analysis of Pressure Transient Response for an Injector under Hydraulic Stimulation at the Salak Geothermal Field, Indonesia

Analysis of Pressure Transient Response for an Injector under Hydraulic Stimulation at the Salak Geothermal Field, Indonesia roceedings World Geothermal Congress 00 Bali, Indonesia, 5-9 Aril 00 Analysis of ressure Transient Resonse for an Injector under Hydraulic Stimulation at the Salak Geothermal Field, Indonesia Jorge A.

More information

Lecture 13. Heat Engines. Thermodynamic processes and entropy Thermodynamic cycles Extracting work from heat

Lecture 13. Heat Engines. Thermodynamic processes and entropy Thermodynamic cycles Extracting work from heat Lecture 3 Heat Engines hermodynamic rocesses and entroy hermodynamic cycles Extracting work from heat - How do we define engine efficiency? - Carnot cycle: the best ossible efficiency Reading for this

More information

I have not proofread these notes; so please watch out for typos, anything misleading or just plain wrong.

I have not proofread these notes; so please watch out for typos, anything misleading or just plain wrong. hermodynamics I have not roofread these notes; so lease watch out for tyos, anything misleading or just lain wrong. Please read ages 227 246 in Chater 8 of Kittel and Kroemer and ay attention to the first

More information

A compression line for soils with evolving particle and pore size distributions due to particle crushing

A compression line for soils with evolving particle and pore size distributions due to particle crushing Russell, A. R. (2011) Géotechnique Letters 1, 5 9, htt://dx.doi.org/10.1680/geolett.10.00003 A comression line for soils with evolving article and ore size distributions due to article crushing A. R. RUSSELL*

More information

p-adic Measures and Bernoulli Numbers

p-adic Measures and Bernoulli Numbers -Adic Measures and Bernoulli Numbers Adam Bowers Introduction The constants B k in the Taylor series exansion t e t = t k B k k! k=0 are known as the Bernoulli numbers. The first few are,, 6, 0, 30, 0,

More information

ute measures of uncertainty called standard errors for these b j estimates and the resulting forecasts if certain conditions are satis- ed. Note the e

ute measures of uncertainty called standard errors for these b j estimates and the resulting forecasts if certain conditions are satis- ed. Note the e Regression with Time Series Errors David A. Dickey, North Carolina State University Abstract: The basic assumtions of regression are reviewed. Grahical and statistical methods for checking the assumtions

More information

The Second Law: The Machinery

The Second Law: The Machinery The Second Law: The Machinery Chater 5 of Atkins: The Second Law: The Concets Sections 3.7-3.9 8th Ed, 3.3 9th Ed; 3.4 10 Ed.; 3E 11th Ed. Combining First and Second Laws Proerties of the Internal Energy

More information

Symmetric and Asymmetric Equilibria in a Spatial Duopoly

Symmetric and Asymmetric Equilibria in a Spatial Duopoly This version: February 003 Symmetric and Asymmetric Equilibria in a Satial Duooly Marcella Scrimitore Deartment of Economics, University of Lecce, Italy Jel Classification: L3, R39 Abstract We develo a

More information

Chapter 1 Fundamentals

Chapter 1 Fundamentals Chater Fundamentals. Overview of Thermodynamics Industrial Revolution brought in large scale automation of many tedious tasks which were earlier being erformed through manual or animal labour. Inventors

More information

Characterizing the Behavior of a Probabilistic CMOS Switch Through Analytical Models and Its Verification Through Simulations

Characterizing the Behavior of a Probabilistic CMOS Switch Through Analytical Models and Its Verification Through Simulations Characterizing the Behavior of a Probabilistic CMOS Switch Through Analytical Models and Its Verification Through Simulations PINAR KORKMAZ, BILGE E. S. AKGUL and KRISHNA V. PALEM Georgia Institute of

More information

Transmission charging and market distortion

Transmission charging and market distortion Transmission charging and market distortion Andy Philott Tony Downward Keith Ruddell s Electric Power Otimization Centre University of Auckland www.eoc.org.nz IPAM worksho, UCLA January 13, 2016 1/56 Outline

More information

F(p) y + 3y + 2y = δ(t a) y(0) = 0 and y (0) = 0.

F(p) y + 3y + 2y = δ(t a) y(0) = 0 and y (0) = 0. Page 5- Chater 5: Lalace Transforms The Lalace Transform is a useful tool that is used to solve many mathematical and alied roblems. In articular, the Lalace transform is a technique that can be used to

More information

Desingularization Explains Order-Degree Curves for Ore Operators

Desingularization Explains Order-Degree Curves for Ore Operators Desingularization Exlains Order-Degree Curves for Ore Oerators Shaoshi Chen Det. of Mathematics / NCSU Raleigh, NC 27695, USA schen2@ncsu.edu Maximilian Jaroschek RISC / Joh. Keler University 4040 Linz,

More information

Brownian Motion and Random Prime Factorization

Brownian Motion and Random Prime Factorization Brownian Motion and Random Prime Factorization Kendrick Tang June 4, 202 Contents Introduction 2 2 Brownian Motion 2 2. Develoing Brownian Motion.................... 2 2.. Measure Saces and Borel Sigma-Algebras.........

More information

The Hasse Minkowski Theorem Lee Dicker University of Minnesota, REU Summer 2001

The Hasse Minkowski Theorem Lee Dicker University of Minnesota, REU Summer 2001 The Hasse Minkowski Theorem Lee Dicker University of Minnesota, REU Summer 2001 The Hasse-Minkowski Theorem rovides a characterization of the rational quadratic forms. What follows is a roof of the Hasse-Minkowski

More information

ECE 534 Information Theory - Midterm 2

ECE 534 Information Theory - Midterm 2 ECE 534 Information Theory - Midterm Nov.4, 009. 3:30-4:45 in LH03. You will be given the full class time: 75 minutes. Use it wisely! Many of the roblems have short answers; try to find shortcuts. You

More information

Cybernetic Interpretation of the Riemann Zeta Function

Cybernetic Interpretation of the Riemann Zeta Function Cybernetic Interretation of the Riemann Zeta Function Petr Klán, Det. of System Analysis, University of Economics in Prague, Czech Reublic, etr.klan@vse.cz arxiv:602.05507v [cs.sy] 2 Feb 206 Abstract:

More information

ECON Answers Homework #2

ECON Answers Homework #2 ECON 33 - Answers Homework #2 Exercise : Denote by x the number of containers of tye H roduced, y the number of containers of tye T and z the number of containers of tye I. There are 3 inut equations that

More information

Unit code: H/ QCF level: 5 Credit value: 15 OUTCOME 1 - THERMODYNAMIC SYSTEMS TUTORIAL 2

Unit code: H/ QCF level: 5 Credit value: 15 OUTCOME 1 - THERMODYNAMIC SYSTEMS TUTORIAL 2 Unit 43: Plant and Process Princiles Unit code: H/60 44 QCF level: 5 Credit value: 5 OUCOME - HERMODYNAMIC SYSEMS UORIAL Understand thermodynamic systems as alied to lant engineering rocesses hermodynamic

More information

Pro-Consumer Price Ceilings under Uncertainty

Pro-Consumer Price Ceilings under Uncertainty Pro-Consumer Price Ceilings under Uncertainty John Bennett y Ioana Chioveanu z March 11, 2015 Abstract We examine ro-consumer rice ceilings under regulatory uncertainty about demand and suly. In a erfectly

More information

Measuring the Market Power of the Portuguese Milk Industry

Measuring the Market Power of the Portuguese Milk Industry International Journal of the Economics of Business, Vol. 6, No. 2, 1999,. 209± 222 Measuring the Market Power of the Portuguese Milk Industry MARGARIDA DE MELLO and ANT ÂONIO BRAND ÄAO ABSTRACT This aer

More information

rate~ If no additional source of holes were present, the excess

rate~ If no additional source of holes were present, the excess DIFFUSION OF CARRIERS Diffusion currents are resent in semiconductor devices which generate a satially non-uniform distribution of carriers. The most imortant examles are the -n junction and the biolar

More information

The Poisson Regression Model

The Poisson Regression Model The Poisson Regression Model The Poisson regression model aims at modeling a counting variable Y, counting the number of times that a certain event occurs during a given time eriod. We observe a samle

More information