Economic Principles Solutions to Problem Set 1

Size: px
Start display at page:

Download "Economic Principles Solutions to Problem Set 1"

Transcription

1 Economic Principles Solutions to Problem Set 1 Question 1. Let < be represented b u : R n +! R. Prove that u (x) is strictl quasiconcave if and onl if < is strictl convex. If part: ( strict convexit of < ) strict quasiconcavit of u ). For x; 2 R n +;suppose < x and 6 x. Strict convexit of < implies that + (1 ) x x for all 2 (0; 1): Since u represents <, this means that u( + (1 Hence, u is strictl quasiconcave. ) x) > u(x) minfu(x); u()g: Onl if part: ( strict quasiconcavit of u ) strict convexit of < ). Suppose z < x; < x; with z 6 : We have to show that + (1 ) z x for all 2 (0; 1): Without loss of generalit, suppose z < ; i.e., u (z) u () : Strict quasiconcavit of u implies Hence, < is strictl convex. u( + (1 )z) > u () u (x) : Question 2. To prove that the two functions have the same indi erence curves, pick an arbitrar bundle ( ; x 2 ). For utilit function u(x) p x 2 the bundles indi erent to ( ; x 2 ) satisf the equalit p x 2 p 1 2 which b appling logarithms to both sides is equivalent to log + log x 2 log 1 + log 2 ; but this is the same indi erence condition we obtain if we use the utilit function v(x) log + log x 2. We conclude that the two utilit functions give the same set of bundles indi erent to x. Since x was arbitrar, the two utilit functions have the same indi erence curves. Since u 0 was chosen arbitraril, u and v have the same indi erence curves. For u; MRS MU 1 MU 2 p x2 2 p p x1 2 p x 2 x 2

2 For v; MRS MU x 2 x 2 u and v have the same indi erence curves and the same MRS because each utilit function is a strictl increasing transformation of the other. Speci call, v(:) 2 ln(u(:)): Question 3. Graph an indi erence curve, and compute the M RS and the Marshallian demand functions for the following utilit functions: a) Perfect substitutes: u ( ; x 2 ) + x 2 ; where > 0; > 0; x2 x1 Perfect Substitutes (slope ). MRS MU MU x2 It is possible to solve the problem graphicall. Here we do a little more algebraic solution. The problem we want to solve is max x1 ;x 2 + x 2 s.t. + x 2 0; x 2 0 The strateg we can use is to solve for x 2 in the budget constraint and substitute it in the objective function, turning it in a maximization problem in one variable. We need some care though, since we need to remember the nonnegativit constraints. From the budget constraint we can write: x 2 2

3 However we need to remember that x 2 0, that is must be contained in the interval [0; ]. So our original maximization problem is equivalent to the following: max ( ) + s.t. 2 [0; _ ] This is a ver eas maximization problem, since we are maximazing a straight line over an interval. The slope of the straight line is ( ): Therefore, if the slope is strictl positive (negative), the straight line is strictl increasing (decreasing), so the point of maximum is at the right (left) endpoint of the interval. If the objective function is constant (the slope is zero), the consumer will be indi erent tamong all the values in the interval. We can summarize these observations in our Marshallian demand function: (p; ) x 2 (p; ) 8 < : 8 < : 0 if < [0; ] if if > 0 if > (p; ) if if < b) The ke to solve this problem is the following observation. Suppose the solution satis es the budget constraint and has 6 x 2 Without loss of generalit suppose > x 2. The utilit of this bundle is x 2. This utilit can be increased if we decrease the consumption of b a small amount " > 0, use the mone we are saving ( ") to bu a little more of x 2 ( ") : The new bundle ( ",x 2 + ") still satis es the budget constraint with equalit, and we can choose " small enough so that it satis es the inequalit ( ") > (x 2 + "). The utilit of our new bundle is therefore (x 2 + ") > x 2 contradicting the hpothesis that our original bundle ( ; x 2 ) was optimal. We conclude that the solution to the maximization problem with goods that are perfect complements must satisf: a x 2. We can then solve the following sistem: a x 2 + x 2 Hence, the Marshallian demand functions are: ( ; ; ) x 2 ( ; ; ) + + An indi erence curve is shown in red in the following graph: 3

4 x2 x1 Perfect complements MRS 1 when x 2 > ; MRS 0 when x 2 < ; and MRS is not well de ned when x 2 : Question 4. (JR 1.21). We have noted that u (x) is invariant to positive monotonic transformation. One common transformation is the logarithmic transform, ln (u (x)) : Take the logarithmic transform of the Cobb-Douglas utilit function; then using that as the utilit function, derive the Marshallian demand functions and verif that the are identical to those derived in class. Cobb-Douglas utilit function: Taking the logarithmic transformation, u( ; x 2 ) x 1 x 2 v( ; x 2 ) ln(u( ; x 2 )) ln + ln x 2 To nd the Marshallian demand functions, we solve the problem: The Lagrangian for this problem is: The F.O.C. are: max ln + ln x 2 s.t. + x 2 L ln + ln x 2 + ( x 2 ) x 2 + x 2 4

5 Taking the ratio of the rst two equations gives: x 2 Together with the budget constraint, we can solve for the optimal choice of and x 2. ( ) ) Substitute this into the budget constraint, we get x Hence, the Marshallian demand functions are the same as those we derived in class. Question 5. (JR 1.27). A consumer of two goods faces positive prices and has a positive income. Her utilit function is u ( ; x 2 ) max fa ; ax 2 g + min f ; x 2 g ; where 0 < a < 1: Derive the Marshallian demand functions. We can express the utilit function in the following wa: u( ; x 2 ) maxfa ; ax 2 g + minf ; x 2 g ax1 + x 2 if x 2 + ax 2 if x 2 Graphicall, an indi erence curve looks like this: x2 Indi erence Curve. Let s solve the maximization problem. We can distinguish several cases, depending on the relationship between the price ratio (i.e. the slope of the budget constraint) and the MRS (i.e. the slope of indi erence curves). 5 x1

6 < a < 1 a : In this case the budget constraint is atter than both the MRS above and below the 45-degree line. So the consumer will bu onl good 1. (p; ) x 2 (p; ) 0 a < 1 a. In this case the consumer is indi erent among all the bundles on the budget set and below the 45-degree line. (p; ) 2 [ + ; ] x 2 (p; ) (p; ) a < < 1 a. In this case the slope of the budget constraint is between the two MRS and the maximal point is at the kink, that is where x 2 B solving keeping in mind that the solution must satisf the budget constraint we get (; ; ) + x 2 (; ; ) + a < 1 a. In this case the consumer is indi erent between all the bundles that are on the budget line and above the 45-degree line. (p; ) 2 [0; + ] x 2 (p; ) (p; ) a < 1 a < In this case the budget constraint is steeper than both MRS, therefore the consumer will consume onl good 2. (p; ) 0 x 2 (p; ) Question 6 Consider the following monotonic transformation of the u(:): v(:) (u (:)) 2 + 2x 2 + 3x 3 : The three goods are perfect substitutes for each other and the consumer will choose the good that gives the highest MU i p i. 6

7 The Marshallian demand functions are as follows: if < minf 2 ; p 3 if 2 < minf; p 3 if p 3 < minfp 3 1; if g; x 3 1(p; ) ; x 2 (p; ) 0; x 3 (p; ) 0; g; x 3 1(p; ) 0; x 2 (p; ) ; x 3 (p; ) 0; g; x 2 1(p; ) 0; x 2 (p; ) 0; x 3 (p; ) p 3 ; < p 3 ; x 2 3 3(p; ) 0; (p; ) 0, x 2 (p; ) and (p; ) + x 2 (p; ) ; if p 3 < ; x 3 2 2(p; ) 0; (p; ) 0, x 3 (p; ) and (p; ) + p 3 x 3 (p; ) ; if p 3 < 3 1; (p; ) 0; x 2 (p; ) 0, x 3 (p; ) and x 2 (p; ) + p 3 x 3 (p; ) ; if p 3 ; x 2 3 1(p; ) 0; x 2 (p; ) 0, x 3 (p; ) and (p; ) + x 2 (p; ) + p 3 x 3 (p; ) : When 2, 3, p 3 5, we have < minfp 2 1 ; p 3 g and therefore x 3 1(p; ) 0; x 2 (p; ) ; x 3 3(p; ) 0. To achieve utilit level 6, she needs income such that r ) 54 7

Utility. M. Utku Ünver Micro Theory. M. Utku Ünver Micro Theory Utility 1 / 15

Utility. M. Utku Ünver Micro Theory. M. Utku Ünver Micro Theory Utility 1 / 15 Utility M. Utku Ünver Micro Theory M. Utku Ünver Micro Theory Utility 1 / 15 Utility Function The preferences are the fundamental description useful for analyzing choice and utility is simply a way of

More information

c 2008 Je rey A. Miron We have described the constraints that a consumer faces, i.e., discussed the budget constraint.

c 2008 Je rey A. Miron We have described the constraints that a consumer faces, i.e., discussed the budget constraint. Lecture 2b: Utility c 2008 Je rey A. Miron Outline: 1. Introduction 2. Utility: A De nition 3. Monotonic Transformations 4. Cardinal Utility 5. Constructing a Utility Function 6. Examples of Utility Functions

More information

Advanced Microeconomics

Advanced Microeconomics Advanced Microeconomics Ordinal preference theory Harald Wiese University of Leipzig Harald Wiese (University of Leipzig) Advanced Microeconomics 1 / 68 Part A. Basic decision and preference theory 1 Decisions

More information

Economics 326: Duality and the Slutsky Decomposition. Ethan Kaplan

Economics 326: Duality and the Slutsky Decomposition. Ethan Kaplan Economics 326: Duality and the Slutsky Decomposition Ethan Kaplan September 19, 2011 Outline 1. Convexity and Declining MRS 2. Duality and Hicksian Demand 3. Slutsky Decomposition 4. Net and Gross Substitutes

More information

Deriving MRS from Utility Function, Budget Constraints, and Interior Solution of Optimization

Deriving MRS from Utility Function, Budget Constraints, and Interior Solution of Optimization Utilit Function, Deriving MRS. Principles of Microeconomics, Fall Chia-Hui Chen September, Lecture Deriving MRS from Utilit Function, Budget Constraints, and Interior Solution of Optimization Outline.

More information

Demand. Lecture 3. August 2015. Reading: Perlo Chapter 4 1 / 58

Demand. Lecture 3. August 2015. Reading: Perlo Chapter 4 1 / 58 Demand Lecture 3 Reading: Perlo Chapter 4 August 2015 1 / 58 Introduction We saw the demand curve in chapter 2. We learned about consumer decision making in chapter 3. Now we bridge the gap between the

More information

Economics 2020a / HBS 4010 / HKS API-111 FALL 2010 Solutions to Practice Problems for Lectures 1 to 4

Economics 2020a / HBS 4010 / HKS API-111 FALL 2010 Solutions to Practice Problems for Lectures 1 to 4 Economics 00a / HBS 4010 / HKS API-111 FALL 010 Solutions to Practice Problems for Lectures 1 to 4 1.1. Quantity Discounts and the Budget Constraint (a) The only distinction between the budget line with

More information

Chapter 4 Online Appendix: The Mathematics of Utility Functions

Chapter 4 Online Appendix: The Mathematics of Utility Functions Chapter 4 Online Appendix: The Mathematics of Utility Functions We saw in the text that utility functions and indifference curves are different ways to represent a consumer s preferences. Calculus can

More information

Economics 121b: Intermediate Microeconomics Problem Set 2 1/20/10

Economics 121b: Intermediate Microeconomics Problem Set 2 1/20/10 Dirk Bergemann Department of Economics Yale University s by Olga Timoshenko Economics 121b: Intermediate Microeconomics Problem Set 2 1/20/10 This problem set is due on Wednesday, 1/27/10. Preliminary

More information

4.1 Ordinal versus cardinal utility

4.1 Ordinal versus cardinal utility Microeconomics I. Antonio Zabalza. Universit of Valencia 1 Micro I. Lesson 4. Utilit In the previous lesson we have developed a method to rank consistentl all bundles in the (,) space and we have introduced

More information

Constrained Optimization: The Method of Lagrange Multipliers:

Constrained Optimization: The Method of Lagrange Multipliers: Constrained Optimization: The Method of Lagrange Multipliers: Suppose the equation p(x,) x 60x 7 00 models profit when x represents the number of handmade chairs and is the number of handmade rockers produced

More information

A Utility Maximization Example

A Utility Maximization Example A Utilit Maximization Example Charlie Gibbons Universit of California, Berkele September 17, 2007 Since we couldn t finish the utilit maximization problem in section, here it is solved from the beginning.

More information

Name. Final Exam, Economics 210A, December 2011 Here are some remarks to help you with answering the questions.

Name. Final Exam, Economics 210A, December 2011 Here are some remarks to help you with answering the questions. Name Final Exam, Economics 210A, December 2011 Here are some remarks to help you with answering the questions. Question 1. A firm has a production function F (x 1, x 2 ) = ( x 1 + x 2 ) 2. It is a price

More information

Econ 100A: Intermediate Microeconomics Notes on Consumer Theory

Econ 100A: Intermediate Microeconomics Notes on Consumer Theory Econ 100A: Interediate Microeconoics Notes on Consuer Theory Linh Bun Winter 2012 (UCSC 1. Consuer Theory Utility Functions 1.1. Types of Utility Functions The following are soe of the type of the utility

More information

1 Maximizing pro ts when marginal costs are increasing

1 Maximizing pro ts when marginal costs are increasing BEE12 Basic Mathematical Economics Week 1, Lecture Tuesda 12.1. Pro t maimization 1 Maimizing pro ts when marginal costs are increasing We consider in this section a rm in a perfectl competitive market

More information

Utility Maximization

Utility Maximization Utility Maimization Given the consumer's income, M, and prices, p and p y, the consumer's problem is to choose the a ordable bundle that maimizes her utility. The feasible set (budget set): total ependiture

More information

Lecture 2: Consumer Theory

Lecture 2: Consumer Theory Lecture 2: Consumer Theory Preferences and Utility Utility Maximization (the primal problem) Expenditure Minimization (the dual) First we explore how consumers preferences give rise to a utility fct which

More information

ANSWER KEY 3 UTILITY FUNCTIONS, THE CONSUMER S PROBLEM, DEMAND CURVES

ANSWER KEY 3 UTILITY FUNCTIONS, THE CONSUMER S PROBLEM, DEMAND CURVES ANSWER KEY 3 UTILITY FUNCTIONS, THE CONSUMER S PROBLEM, DEMAND CURVES ECON 210 (1) Perfect Substitutes. Suppose that Jack s utility is entirely based on number of hours spent camping (c) and skiing (s).

More information

The Real Business Cycle Model

The Real Business Cycle Model The Real Business Cycle Model Ester Faia Goethe University Frankfurt Nov 2015 Ester Faia (Goethe University Frankfurt) RBC Nov 2015 1 / 27 Introduction The RBC model explains the co-movements in the uctuations

More information

CHAPTER 4 Consumer Choice

CHAPTER 4 Consumer Choice CHAPTER 4 Consumer Choice CHAPTER OUTLINE 4.1 Preferences Properties of Consumer Preferences Preference Maps 4.2 Utility Utility Function Ordinal Preference Utility and Indifference Curves Utility and

More information

2.6. The Circle. Introduction. Prerequisites. Learning Outcomes

2.6. The Circle. Introduction. Prerequisites. Learning Outcomes The Circle 2.6 Introduction A circle is one of the most familiar geometrical figures and has been around a long time! In this brief Section we discuss the basic coordinate geometr of a circle - in particular

More information

Constrained Optimisation

Constrained Optimisation CHAPTER 9 Constrained Optimisation Rational economic agents are assumed to make choices that maximise their utility or profit But their choices are usually constrained for example the consumer s choice

More information

REVIEW OF MICROECONOMICS

REVIEW OF MICROECONOMICS ECO 352 Spring 2010 Precepts Weeks 1, 2 Feb. 1, 8 REVIEW OF MICROECONOMICS Concepts to be reviewed Budget constraint: graphical and algebraic representation Preferences, indifference curves. Utility function

More information

36 CHAPTER 1. LIMITS AND CONTINUITY. Figure 1.17: At which points is f not continuous?

36 CHAPTER 1. LIMITS AND CONTINUITY. Figure 1.17: At which points is f not continuous? 36 CHAPTER 1. LIMITS AND CONTINUITY 1.3 Continuity Before Calculus became clearly de ned, continuity meant that one could draw the graph of a function without having to lift the pen and pencil. While this

More information

Deriving Demand Functions - Examples 1

Deriving Demand Functions - Examples 1 Deriving Demand Functions - Examples 1 What follows are some examples of different preference relations and their respective demand functions. In all the following examples, assume we have two goods x

More information

Choices. Preferences. Indifference Curves. Preference Relations. ECON 370: Microeconomic Theory Summer 2004 Rice University Stanley Gilbert

Choices. Preferences. Indifference Curves. Preference Relations. ECON 370: Microeconomic Theory Summer 2004 Rice University Stanley Gilbert Choices Preferences ECON 370: Microeconomic Theor Summer 2004 Rice Universit Stanle Gilbert The theor of consumer preferences is based fundamentall on choices The steak dinner or the salad bar Major in

More information

Practice with Proofs

Practice with Proofs Practice with Proofs October 6, 2014 Recall the following Definition 0.1. A function f is increasing if for every x, y in the domain of f, x < y = f(x) < f(y) 1. Prove that h(x) = x 3 is increasing, using

More information

Representation of functions as power series

Representation of functions as power series Representation of functions as power series Dr. Philippe B. Laval Kennesaw State University November 9, 008 Abstract This document is a summary of the theory and techniques used to represent functions

More information

1. Then f has a relative maximum at x = c if f(c) f(x) for all values of x in some

1. Then f has a relative maximum at x = c if f(c) f(x) for all values of x in some Section 3.1: First Derivative Test Definition. Let f be a function with domain D. 1. Then f has a relative maximum at x = c if f(c) f(x) for all values of x in some open interval containing c. The number

More information

Review of Fundamental Mathematics

Review of Fundamental Mathematics Review of Fundamental Mathematics As explained in the Preface and in Chapter 1 of your textbook, managerial economics applies microeconomic theory to business decision making. The decision-making tools

More information

Common sense, and the model that we have used, suggest that an increase in p means a decrease in demand, but this is not the only possibility.

Common sense, and the model that we have used, suggest that an increase in p means a decrease in demand, but this is not the only possibility. Lecture 6: Income and Substitution E ects c 2009 Je rey A. Miron Outline 1. Introduction 2. The Substitution E ect 3. The Income E ect 4. The Sign of the Substitution E ect 5. The Total Change in Demand

More information

2.6. The Circle. Introduction. Prerequisites. Learning Outcomes

2.6. The Circle. Introduction. Prerequisites. Learning Outcomes The Circle 2.6 Introduction A circle is one of the most familiar geometrical figures. In this brief Section we discuss the basic coordinate geometr of a circle - in particular the basic equation representing

More information

LESSON EIII.E EXPONENTS AND LOGARITHMS

LESSON EIII.E EXPONENTS AND LOGARITHMS LESSON EIII.E EXPONENTS AND LOGARITHMS LESSON EIII.E EXPONENTS AND LOGARITHMS OVERVIEW Here s what ou ll learn in this lesson: Eponential Functions a. Graphing eponential functions b. Applications of eponential

More information

Problem Set #5-Key. Economics 305-Intermediate Microeconomic Theory

Problem Set #5-Key. Economics 305-Intermediate Microeconomic Theory Problem Set #5-Key Sonoma State University Economics 305-Intermediate Microeconomic Theory Dr Cuellar (1) Suppose that you are paying your for your own education and that your college tuition is $200 per

More information

TOPIC 4: DERIVATIVES

TOPIC 4: DERIVATIVES TOPIC 4: DERIVATIVES 1. The derivative of a function. Differentiation rules 1.1. The slope of a curve. The slope of a curve at a point P is a measure of the steepness of the curve. If Q is a point on the

More information

Consumer Theory. The consumer s problem

Consumer Theory. The consumer s problem Consumer Theory The consumer s problem 1 The Marginal Rate of Substitution (MRS) We define the MRS(x,y) as the absolute value of the slope of the line tangent to the indifference curve at point point (x,y).

More information

A Detailed Price Discrimination Example

A Detailed Price Discrimination Example A Detailed Price Discrimination Example Suppose that there are two different types of customers for a monopolist s product. Customers of type 1 have demand curves as follows. These demand curves include

More information

Preferences. M. Utku Ünver Micro Theory. Boston College. M. Utku Ünver Micro Theory (BC) Preferences 1 / 20

Preferences. M. Utku Ünver Micro Theory. Boston College. M. Utku Ünver Micro Theory (BC) Preferences 1 / 20 Preferences M. Utku Ünver Micro Theory Boston College M. Utku Ünver Micro Theory (BC) Preferences 1 / 20 Preference Relations Given any two consumption bundles x = (x 1, x 2 ) and y = (y 1, y 2 ), the

More information

Exponential and Logarithmic Functions

Exponential and Logarithmic Functions Chapter 6 Eponential and Logarithmic Functions Section summaries Section 6.1 Composite Functions Some functions are constructed in several steps, where each of the individual steps is a function. For eample,

More information

UC Berkeley Haas School of Business Economic Analysis for Business Decisions (EWMBA 201A)

UC Berkeley Haas School of Business Economic Analysis for Business Decisions (EWMBA 201A) UC Berkeley Haas School of Business Economic Analysis for Business Decisions (EWMBA 201A) The economic agent (PR 3.1-3.4) Standard economics vs. behavioral economics Lectures 1-2 Aug. 15, 2009 Prologue

More information

Examples on Monopoly and Third Degree Price Discrimination

Examples on Monopoly and Third Degree Price Discrimination 1 Examples on Monopoly and Third Degree Price Discrimination This hand out contains two different parts. In the first, there are examples concerning the profit maximizing strategy for a firm with market

More information

Walrasian Demand. u(x) where B(p, w) = {x R n + : p x w}.

Walrasian Demand. u(x) where B(p, w) = {x R n + : p x w}. Walrasian Demand Econ 2100 Fall 2015 Lecture 5, September 16 Outline 1 Walrasian Demand 2 Properties of Walrasian Demand 3 An Optimization Recipe 4 First and Second Order Conditions Definition Walrasian

More information

Our development of economic theory has two main parts, consumers and producers. We will start with the consumers.

Our development of economic theory has two main parts, consumers and producers. We will start with the consumers. Lecture 1: Budget Constraints c 2008 Je rey A. Miron Outline 1. Introduction 2. Two Goods are Often Enough 3. Properties of the Budget Set 4. How the Budget Line Changes 5. The Numeraire 6. Taxes, Subsidies,

More information

1. a. standard form of a parabola with. 2 b 1 2 horizontal axis of symmetry 2. x 2 y 2 r 2 o. standard form of an ellipse centered

1. a. standard form of a parabola with. 2 b 1 2 horizontal axis of symmetry 2. x 2 y 2 r 2 o. standard form of an ellipse centered Conic Sections. Distance Formula and Circles. More on the Parabola. The Ellipse and Hperbola. Nonlinear Sstems of Equations in Two Variables. Nonlinear Inequalities and Sstems of Inequalities In Chapter,

More information

Price Elasticity of Supply; Consumer Preferences

Price Elasticity of Supply; Consumer Preferences 1 Price Elasticity of Supply 1 14.01 Principles of Microeconomics, Fall 2007 Chia-Hui Chen September 12, 2007 Lecture 4 Price Elasticity of Supply; Consumer Preferences Outline 1. Chap 2: Elasticity -

More information

Choice under Uncertainty

Choice under Uncertainty Choice under Uncertainty Part 1: Expected Utility Function, Attitudes towards Risk, Demand for Insurance Slide 1 Choice under Uncertainty We ll analyze the underlying assumptions of expected utility theory

More information

UCLA. Department of Economics Ph. D. Preliminary Exam Micro-Economic Theory

UCLA. Department of Economics Ph. D. Preliminary Exam Micro-Economic Theory UCLA Department of Economics Ph. D. Preliminary Exam Micro-Economic Theory (SPRING 2011) Instructions: You have 4 hours for the exam Answer any 5 out of the 6 questions. All questions are weighted equally.

More information

Alternative proof for claim in [1]

Alternative proof for claim in [1] Alternative proof for claim in [1] Ritesh Kolte and Ayfer Özgür Aydin The problem addressed in [1] is described in Section 1 and the solution is given in Section. In the proof in [1], it seems that obtaining

More information

Homework # 3 Solutions

Homework # 3 Solutions Homework # 3 Solutions February, 200 Solution (2.3.5). Noting that and ( + 3 x) x 8 = + 3 x) by Equation (2.3.) x 8 x 8 = + 3 8 by Equations (2.3.7) and (2.3.0) =3 x 8 6x2 + x 3 ) = 2 + 6x 2 + x 3 x 8

More information

Section 2.4: Equations of Lines and Planes

Section 2.4: Equations of Lines and Planes Section.4: Equations of Lines and Planes An equation of three variable F (x, y, z) 0 is called an equation of a surface S if For instance, (x 1, y 1, z 1 ) S if and only if F (x 1, y 1, z 1 ) 0. x + y

More information

Price Theory Lecture 3: Theory of the Consumer

Price Theory Lecture 3: Theory of the Consumer Price Theor Lecture 3: Theor of the Consumer I. Introduction The purpose of this section is to delve deeper into the roots of the demand curve, to see eactl how it results from people s tastes, income,

More information

Tastes and Indifference Curves

Tastes and Indifference Curves C H A P T E R 4 Tastes and Indifference Curves This chapter begins a -chapter treatment of tastes or what we also call preferences. In the first of these chapters, we simply investigate the basic logic

More information

More Equations and Inequalities

More Equations and Inequalities Section. Sets of Numbers and Interval Notation 9 More Equations and Inequalities 9 9. Compound Inequalities 9. Polnomial and Rational Inequalities 9. Absolute Value Equations 9. Absolute Value Inequalities

More information

Solution of the System of Linear Equations: any ordered pair in a system that makes all equations true.

Solution of the System of Linear Equations: any ordered pair in a system that makes all equations true. Definitions: Sstem of Linear Equations: or more linear equations Sstem of Linear Inequalities: or more linear inequalities Solution of the Sstem of Linear Equations: an ordered pair in a sstem that makes

More information

Critical points of once continuously differentiable functions are important because they are the only points that can be local maxima or minima.

Critical points of once continuously differentiable functions are important because they are the only points that can be local maxima or minima. Lecture 0: Convexity and Optimization We say that if f is a once continuously differentiable function on an interval I, and x is a point in the interior of I that x is a critical point of f if f (x) =

More information

Problem Set 2: Solutions ECON 301: Intermediate Microeconomics Prof. Marek Weretka. Problem 1 (Marginal Rate of Substitution)

Problem Set 2: Solutions ECON 301: Intermediate Microeconomics Prof. Marek Weretka. Problem 1 (Marginal Rate of Substitution) Proble Set 2: Solutions ECON 30: Interediate Microeconoics Prof. Marek Weretka Proble (Marginal Rate of Substitution) (a) For the third colun, recall that by definition MRS(x, x 2 ) = ( ) U x ( U ). x

More information

Simple Model Economy. Business Economics Theory of Consumer Behavior Thomas & Maurice, Chapter 5. Circular Flow Model. Modeling Household Decisions

Simple Model Economy. Business Economics Theory of Consumer Behavior Thomas & Maurice, Chapter 5. Circular Flow Model. Modeling Household Decisions Business Economics Theory of Consumer Behavior Thomas & Maurice, Chapter 5 Herbert Stocker herbert.stocker@uibk.ac.at Institute of International Studies University of Ramkhamhaeng & Department of Economics

More information

Midterm March 2015. (a) Consumer i s budget constraint is. c i 0 12 + b i c i H 12 (1 + r)b i c i L 12 (1 + r)b i ;

Midterm March 2015. (a) Consumer i s budget constraint is. c i 0 12 + b i c i H 12 (1 + r)b i c i L 12 (1 + r)b i ; Masters in Economics-UC3M Microeconomics II Midterm March 015 Exercise 1. In an economy that extends over two periods, today and tomorrow, there are two consumers, A and B; and a single perishable good,

More information

U = x 1 2. 1 x 1 4. 2 x 1 4. What are the equilibrium relative prices of the three goods? traders has members who are best off?

U = x 1 2. 1 x 1 4. 2 x 1 4. What are the equilibrium relative prices of the three goods? traders has members who are best off? Chapter 7 General Equilibrium Exercise 7. Suppose there are 00 traders in a market all of whom behave as price takers. Suppose there are three goods and the traders own initially the following quantities:

More information

FINAL EXAM REVIEW MULTIPLE CHOICE. Choose the one alternative that best completes the statement or answers the question.

FINAL EXAM REVIEW MULTIPLE CHOICE. Choose the one alternative that best completes the statement or answers the question. FINAL EXAM REVIEW MULTIPLE CHOICE. Choose the one alternative that best completes the statement or answers the question. Determine whether or not the relationship shown in the table is a function. 1) -

More information

Multi-variable Calculus and Optimization

Multi-variable Calculus and Optimization Multi-variable Calculus and Optimization Dudley Cooke Trinity College Dublin Dudley Cooke (Trinity College Dublin) Multi-variable Calculus and Optimization 1 / 51 EC2040 Topic 3 - Multi-variable Calculus

More information

SOLVING EQUATIONS WITH EXCEL

SOLVING EQUATIONS WITH EXCEL SOLVING EQUATIONS WITH EXCEL Excel and Lotus software are equipped with functions that allow the user to identify the root of an equation. By root, we mean the values of x such that a given equation cancels

More information

Chapter 4 NAME. Utility

Chapter 4 NAME. Utility Chapter 4 Utility NAME Introduction. In the previous chapter, you learned about preferences and indifference curves. Here we study another way of describing preferences, the utility function. A utility

More information

Linear Inequality in Two Variables

Linear Inequality in Two Variables 90 (7-) Chapter 7 Sstems of Linear Equations and Inequalities In this section 7.4 GRAPHING LINEAR INEQUALITIES IN TWO VARIABLES You studied linear equations and inequalities in one variable in Chapter.

More information

MA107 Precalculus Algebra Exam 2 Review Solutions

MA107 Precalculus Algebra Exam 2 Review Solutions MA107 Precalculus Algebra Exam 2 Review Solutions February 24, 2008 1. The following demand equation models the number of units sold, x, of a product as a function of price, p. x = 4p + 200 a. Please write

More information

Microeconomic Theory: Basic Math Concepts

Microeconomic Theory: Basic Math Concepts Microeconomic Theory: Basic Math Concepts Matt Van Essen University of Alabama Van Essen (U of A) Basic Math Concepts 1 / 66 Basic Math Concepts In this lecture we will review some basic mathematical concepts

More information

The Cobb-Douglas Production Function

The Cobb-Douglas Production Function 171 10 The Cobb-Douglas Production Function This chapter describes in detail the most famous of all production functions used to represent production processes both in and out of agriculture. First used

More information

14.451 Lecture Notes 10

14.451 Lecture Notes 10 14.451 Lecture Notes 1 Guido Lorenzoni Fall 29 1 Continuous time: nite horizon Time goes from to T. Instantaneous payo : f (t; x (t) ; y (t)) ; (the time dependence includes discounting), where x (t) 2

More information

Problem Set #3 Answer Key

Problem Set #3 Answer Key Problem Set #3 Answer Key Economics 305: Macroeconomic Theory Spring 2007 1 Chapter 4, Problem #2 a) To specify an indifference curve, we hold utility constant at ū. Next, rearrange in the form: C = ū

More information

Increasing for all. Convex for all. ( ) Increasing for all (remember that the log function is only defined for ). ( ) Concave for all.

Increasing for all. Convex for all. ( ) Increasing for all (remember that the log function is only defined for ). ( ) Concave for all. 1. Differentiation The first derivative of a function measures by how much changes in reaction to an infinitesimal shift in its argument. The largest the derivative (in absolute value), the faster is evolving.

More information

Autonomous Equations / Stability of Equilibrium Solutions. y = f (y).

Autonomous Equations / Stability of Equilibrium Solutions. y = f (y). Autonomous Equations / Stabilit of Equilibrium Solutions First order autonomous equations, Equilibrium solutions, Stabilit, Longterm behavior of solutions, direction fields, Population dnamics and logistic

More information

CAPM, Arbitrage, and Linear Factor Models

CAPM, Arbitrage, and Linear Factor Models CAPM, Arbitrage, and Linear Factor Models CAPM, Arbitrage, Linear Factor Models 1/ 41 Introduction We now assume all investors actually choose mean-variance e cient portfolios. By equating these investors

More information

This means there are two equilibrium solutions 0 and K. dx = rx(1 x). x(1 x) dt = r

This means there are two equilibrium solutions 0 and K. dx = rx(1 x). x(1 x) dt = r Verhulst Model For Population Growth The first model (t) = r is not that realistic as it either led to a population eplosion or to etinction. This simple model was improved on by building into this differential

More information

CONSUMER PREFERENCES THE THEORY OF THE CONSUMER

CONSUMER PREFERENCES THE THEORY OF THE CONSUMER CONSUMER PREFERENCES The underlying foundation of demand, therefore, is a model of how consumers behave. The individual consumer has a set of preferences and values whose determination are outside the

More information

CHAPTER 3 CONSUMER BEHAVIOR

CHAPTER 3 CONSUMER BEHAVIOR CHAPTER 3 CONSUMER BEHAVIOR EXERCISES 2. Draw the indifference curves for the following individuals preferences for two goods: hamburgers and beer. a. Al likes beer but hates hamburgers. He always prefers

More information

Sample Midterm Solutions

Sample Midterm Solutions Sample Midterm Solutions Instructions: Please answer both questions. You should show your working and calculations for each applicable problem. Correct answers without working will get you relatively few

More information

MA261-A Calculus III 2006 Fall Homework 3 Solutions Due 9/22/2006 8:00AM

MA261-A Calculus III 2006 Fall Homework 3 Solutions Due 9/22/2006 8:00AM MA6-A Calculus III 6 Fall Homework Solutions Due 9//6 :AM 9. # Find the parametric euation and smmetric euation for the line of intersection of the planes + + z = and + z =. To write down a line euation,

More information

5.1 Derivatives and Graphs

5.1 Derivatives and Graphs 5.1 Derivatives and Graphs What does f say about f? If f (x) > 0 on an interval, then f is INCREASING on that interval. If f (x) < 0 on an interval, then f is DECREASING on that interval. A function has

More information

In ation Tax and In ation Subsidies: Working Capital in a Cash-in-advance model

In ation Tax and In ation Subsidies: Working Capital in a Cash-in-advance model In ation Tax and In ation Subsidies: Working Capital in a Cash-in-advance model George T. McCandless March 3, 006 Abstract This paper studies the nature of monetary policy with nancial intermediaries that

More information

D.2. The Cartesian Plane. The Cartesian Plane The Distance and Midpoint Formulas Equations of Circles. D10 APPENDIX D Precalculus Review

D.2. The Cartesian Plane. The Cartesian Plane The Distance and Midpoint Formulas Equations of Circles. D10 APPENDIX D Precalculus Review D0 APPENDIX D Precalculus Review SECTION D. The Cartesian Plane The Cartesian Plane The Distance and Midpoint Formulas Equations of Circles The Cartesian Plane An ordered pair, of real numbers has as its

More information

15.1. Exact Differential Equations. Exact First-Order Equations. Exact Differential Equations Integrating Factors

15.1. Exact Differential Equations. Exact First-Order Equations. Exact Differential Equations Integrating Factors SECTION 5. Eact First-Order Equations 09 SECTION 5. Eact First-Order Equations Eact Differential Equations Integrating Factors Eact Differential Equations In Section 5.6, ou studied applications of differential

More information

Relative prices and Balassa Samuleson e ect

Relative prices and Balassa Samuleson e ect Relative prices and Balassa Samuleson e ect Prof. Ester Faia, Ph.D. Johann Wolfgang Goethe Universität Frankfurt a.m. March 2009 rof. Ester Faia, Ph.D. (Johann Wolfgang Goethe Relative Universität prices

More information

Lecture Notes on Elasticity of Substitution

Lecture Notes on Elasticity of Substitution Lecture Notes on Elasticity of Substitution Ted Bergstrom, UCSB Economics 210A March 3, 2011 Today s featured guest is the elasticity of substitution. Elasticity of a function of a single variable Before

More information

A power series about x = a is the series of the form

A power series about x = a is the series of the form POWER SERIES AND THE USES OF POWER SERIES Elizabeth Wood Now we are finally going to start working with a topic that uses all of the information from the previous topics. The topic that we are going to

More information

Monopoly and Monopsony Labor Market Behavior

Monopoly and Monopsony Labor Market Behavior Monopoly and Monopsony abor Market Behavior 1 Introduction For the purposes of this handout, let s assume that firms operate in just two markets: the market for their product where they are a seller) and

More information

SYSTEMS OF LINEAR EQUATIONS

SYSTEMS OF LINEAR EQUATIONS SYSTEMS OF LINEAR EQUATIONS Sstems of linear equations refer to a set of two or more linear equations used to find the value of the unknown variables. If the set of linear equations consist of two equations

More information

Real Business Cycle Models

Real Business Cycle Models Real Business Cycle Models Lecture 2 Nicola Viegi April 2015 Basic RBC Model Claim: Stochastic General Equlibrium Model Is Enough to Explain The Business cycle Behaviour of the Economy Money is of little

More information

8. Average product reaches a maximum when labor equals A) 100 B) 200 C) 300 D) 400

8. Average product reaches a maximum when labor equals A) 100 B) 200 C) 300 D) 400 Ch. 6 1. The production function represents A) the quantity of inputs necessary to produce a given level of output. B) the various recipes for producing a given level of output. C) the minimum amounts

More information

1.6. Piecewise Functions. LEARN ABOUT the Math. Representing the problem using a graphical model

1.6. Piecewise Functions. LEARN ABOUT the Math. Representing the problem using a graphical model . Piecewise Functions YOU WILL NEED graph paper graphing calculator GOAL Understand, interpret, and graph situations that are described b piecewise functions. LEARN ABOUT the Math A cit parking lot uses

More information

( ) = ( ) = {,,, } β ( ), < 1 ( ) + ( ) = ( ) + ( )

( ) = ( ) = {,,, } β ( ), < 1 ( ) + ( ) = ( ) + ( ) { } ( ) = ( ) = {,,, } ( ) β ( ), < 1 ( ) + ( ) = ( ) + ( ) max, ( ) [ ( )] + ( ) [ ( )], [ ( )] [ ( )] = =, ( ) = ( ) = 0 ( ) = ( ) ( ) ( ) =, ( ), ( ) =, ( ), ( ). ln ( ) = ln ( ). + 1 ( ) = ( ) Ω[ (

More information

MERSİN UNIVERSITY FACULTY OF ECONOMICS AND ADMINISTRATIVE SCİENCES DEPARTMENT OF ECONOMICS MICROECONOMICS MIDTERM EXAM DATE 18.11.

MERSİN UNIVERSITY FACULTY OF ECONOMICS AND ADMINISTRATIVE SCİENCES DEPARTMENT OF ECONOMICS MICROECONOMICS MIDTERM EXAM DATE 18.11. MERSİN UNIVERSITY FACULTY OF ECONOMICS AND ADMINISTRATIVE SCİENCES DEPARTMENT OF ECONOMICS MICROECONOMICS MIDTERM EXAM DATE 18.11.2011 TİIE 12:30 STUDENT NAME AND NUMBER MULTIPLE CHOICE. Choose the one

More information

LINEAR FUNCTIONS OF 2 VARIABLES

LINEAR FUNCTIONS OF 2 VARIABLES CHAPTER 4: LINEAR FUNCTIONS OF 2 VARIABLES 4.1 RATES OF CHANGES IN DIFFERENT DIRECTIONS From Precalculus, we know that is a linear function if the rate of change of the function is constant. I.e., for

More information

Math 120 Final Exam Practice Problems, Form: A

Math 120 Final Exam Practice Problems, Form: A Math 120 Final Exam Practice Problems, Form: A Name: While every attempt was made to be complete in the types of problems given below, we make no guarantees about the completeness of the problems. Specifically,

More information

Chapter 4 One Dimensional Kinematics

Chapter 4 One Dimensional Kinematics Chapter 4 One Dimensional Kinematics 41 Introduction 1 4 Position, Time Interval, Displacement 41 Position 4 Time Interval 43 Displacement 43 Velocity 3 431 Average Velocity 3 433 Instantaneous Velocity

More information

Section 7.2 Linear Programming: The Graphical Method

Section 7.2 Linear Programming: The Graphical Method Section 7.2 Linear Programming: The Graphical Method Man problems in business, science, and economics involve finding the optimal value of a function (for instance, the maimum value of the profit function

More information

Discrete Dynamic Optimization: Six Examples

Discrete Dynamic Optimization: Six Examples Discrete Dynamic Optimization: Six Examples Dr. Tai-kuang Ho Associate Professor. Department of Quantitative Finance, National Tsing Hua University, No. 101, Section 2, Kuang-Fu Road, Hsinchu, Taiwan 30013,

More information

5.2 Inverse Functions

5.2 Inverse Functions 78 Further Topics in Functions. Inverse Functions Thinking of a function as a process like we did in Section., in this section we seek another function which might reverse that process. As in real life,

More information

135 Final Review. Determine whether the graph is symmetric with respect to the x-axis, the y-axis, and/or the origin.

135 Final Review. Determine whether the graph is symmetric with respect to the x-axis, the y-axis, and/or the origin. 13 Final Review Find the distance d(p1, P2) between the points P1 and P2. 1) P1 = (, -6); P2 = (7, -2) 2 12 2 12 3 Determine whether the graph is smmetric with respect to the -ais, the -ais, and/or the

More information

C3: Functions. Learning objectives

C3: Functions. Learning objectives CHAPTER C3: Functions Learning objectives After studing this chapter ou should: be familiar with the terms one-one and man-one mappings understand the terms domain and range for a mapping understand the

More information

constraint. Let us penalize ourselves for making the constraint too big. We end up with a

constraint. Let us penalize ourselves for making the constraint too big. We end up with a Chapter 4 Constrained Optimization 4.1 Equality Constraints (Lagrangians) Suppose we have a problem: Maximize 5, (x 1, 2) 2, 2(x 2, 1) 2 subject to x 1 +4x 2 =3 If we ignore the constraint, we get the

More information