San Francisco State University ECON 560 Summer Problem set 1

Size: px
Start display at page:

Download "San Francisco State University ECON 560 Summer Problem set 1"

Transcription

1 San Francisco State University Michael Bar ECON 60 Summer 2018 Due Wednesday, July 11 Problem set 1 Name Assignment Rules 1. Homework assignments must be typed. For instructions on how to type equations and math objects please see the notes Typing Math in MS Word. 2. Homework assignments must be prepared within this template. Save this file on your computer and type your answers following each section. 3. Do not delete the questions. 4. Late homework assignments will not be accepted under any circumstances. All the graphs should be fully labeled, i.e. with a title, labeled axis and labeled curves. 6. For instructions on how to plot data with Excel, see the notes Instructions for Excel. 7. In all the questions that involve calculations, you are required to show all your work. That is, you need to write the steps that you made in order to get to the solution. 8. This page must be part of the submitted homework. 1

2 The Mathematics of Growth Rates 1. Suppose that you deposit a certain amount of money in a savings account with interest rate of 2% per year. a. How long will it take your money to double? Show your calculations. You are not allowed to use any approximation formulas, such as the rule of 70. Round your answer to decimal places. Let yy 0 be the initial amount of your deposit. Doubling this amount means that after certain time you have 2yy 0. Thus, we need to solve the following equation for the unknown t: yy 0 (1.02) tt = 2yy 0 (1.02) tt = 2 Observe that yy 0 cancels out, which means that the doubling time is independent of the initial value. Solving the above: tt ln(1.02) = ln(2) tt = ln(2) = yyyyyyyyyy ln(1.02) b. Calculate the approximate doubling time using the rule of 70. tt 70 2 = 3 yyyyyyyyyy 2. Suppose that U.S. GDP is twice as large as the GDP of China. Suppose that the U.S. GDP grows on average at 2% per year, while the Chinese GDP grows at 7% per year. How many years would it take China to catch up with the U.S. in terms of GDP? Let xx be the GDP in China, so that 2xx is the U.S. GDP. If after tt years China catches up, we need to solve the following equation for the unknown tt: xx (1.07) tt = 2xx (1.02) tt Notice that xx cancels out, which means that the catchup time is independent of the actual levels, but only of the ratio and growth rates. Solving the above: tt ln(1.07) = ln(2) + tt ln(1.02) tt[ln(1.07) ln(1.02)] = ln(2) ln(2) tt = = yyyyyyyyyy ln(1.07) ln(1.02) Remark: approximately, the above is equivalent to 70 = 14 yyyyyyyyyy, as China catches up at % relative to U.S. and needs to double relative to U.S. 3. Suppose that the price of the firm s output has increased by 1.%, and the quantity sold increased by 2.%. What is the approximate growth rate of the firm s revenue? RR = PP QQ RR PP + QQ = 1.% + 2.% = 4% 2

3 4. Suppose that the GDP of some country grows at 3% per year, and its population grows at 2.% per year. What is the approximate growth rate of GDP per capita in this country? GGGGGG PPPPPP GGGGGG PPPPPP = 3% 2.% = 0.%. Suppose that some variable is growing at constant rate. a. Prove that the natural logarithm of that variable is a linear function of time. If a variable yy grows at constant rate gg, then its value at time tt is yy tt = yy 0 (1 + gg) tt Taking logs: ln(yy tt ) = ln(yy 0 ) + tt ln(1 + gg) Thus, ln(yy tt ) is a linear function of time, with intercept ln(yy 0 ) and slope ln(1 + gg). b. Find the intercept and slope of the linear function in part a. The intercept is ln(yy 0 ) and the slope is ln(1 + gg). 6. Chose the correct answer and provide a mathematical proof. a. ln(80) ln(40) > ln(10) ln () b. ln(80) ln(40) < ln(10) ln () c. ln(80) ln(40) = ln(10) ln () ln(80) ln(40) = ln 80 = ln(2) 40 ln(10) ln(0) = ln 10 = ln(2) Thus, the difference of ln() of two variables depends on the ratio of the two variables. For example, each time we double some variable, the ln of that variable increases by a constant number ln(2) 0.7, and if the variable triples, the ln of the variable increases by a constant ln(3) 1.1, etc. 7. This question illustrates that when a variable grows at constant rate, then the graph of the ln of the variable is a linear function of time, with slope that is approximately equal to the growth rate of the original variable (when that growth rate is small). Suppose that you put 100$ in a savings account at annual interest rate of 3.%. Let SS tt be the amount of savings at time t, where tt = 0,1,,20. a. Using Excel, plot the graph that shows the amount of savings that you have in each of the years tt = 0,1,,20. That is, plot SS tt against tt. 3

4 200 Savings over time S_t t b. Using Excel, plot the graph of ln (SS tt ) against tt. ln(savings) ln(s_t) t c. Describe the shape of the graph in part b. What is the exact slope of the graph in part b? The ln (SS tt ) is a linear function of time. The exact slope of the line is ln(1.03) = , which is approximately the (net) growth rate of the original variable SS tt. 4

5 8. Based on the following graph, what is the approximate growth rate of the variable y t? Circle the correct answer, and briefly explain ln(y_t) Time a. 2.3% b. 2.6% c. 10% d. 3% To see why, recall that the slope of the ln(yy tt ) is approximately equal to the growth rate of yy tt. The slope of the above line is ΔYY = = 0.3 = 0.03 = 3% ΔXX Introduction 9. Based on the graphs from the Introduction slides that displays the real GDP per capita and the ln of that variable in different countries (ARG = Argentina, CHN = China, KOR = South Korea, TCD = Chad, USA = USA). a. Are all the above countries experiencing sustained growth in real GDP per capita? 1 No. Argentina had negative growth in real GDP per capita during the 80 s. Chad experienced negative growth most of the time. 1 Sustained growth means positive and constant growth rate throughout the entire period.

6 b. What can you say about the growth rate of real GDP per capita in the USA and Argentina prior to 197? Explain how you reached your conclusion. About the same. By looking at the ln(real GDP per capita) of both countries, we observe that before the mid-seventies, the two trends were approximately parallel and straight lines. This means that the slopes of the trends were the same, and thus the growth rate was about the same. 10. This is a small research project. Visit the CIA World Factbook, ranking of countries by their real GDP per capita. a. Choose countries among the 30 poorest and countries among the 30 richest, based on GDP per capita. For each country report (1) RGDP per capita, (2) TFR (Total Fertility Rate, which is the total number of children that a woman is expected to have during her lifetime), (3) life expectancy, and (4) one more variable that you think is interesting. Present your results in two tables, one for the rich countries and one for the poor countries, with the averages for each group of countries. In other words, fill in the information in the tables below, with your choice of countries. Poor Countries: RGDP/capita TFR Life Female Expectancy Literacy Rate Zimbabwe $1, % Afghanistan $2, % Madagascar $1, % Haiti $1, % Somalia $ % Average $ % Rich Countries: RGDP/capita TFR Life Female Expectancy Literacy Rate Norway $69, % U.S. $7, % Hong Kong $8, % Australia $48, % Qatar $129, % Average $72, % b. What did you learn from this mini-research about the correlation between standard of living (real GDP per capita), and other variables in the table? I learnt that poor countries/regions tend to have higher fertility, lower life expectancy and lower female literacy rates. I was surprised by the high female literacy rate in Zimbabwe one of the poorest countries in the world today. 6

San Francisco State University ECON 560 Summer Problem set 6

San Francisco State University ECON 560 Summer Problem set 6 San Francisco State University Michael Bar ECON 560 Summer 2018 Due Wednesday, August 8 Problem set 6 Name Assignment Rules 1. Homework assignments must be typed. For instructions on how to type equations

More information

THE FACTS TO BE EXPLAINED

THE FACTS TO BE EXPLAINED Chapter 1 THE FACTS TO BE EXPLAINED 1. Differences in the Level of Income Among Countries. Country GDP per Capita (PPP $) Year Congo $300 2011 Zimbabwe 500 2011 Burundi 600 2011 Liberia 600 2011 U.S.A.

More information

Final Exam. Friday, July 7. 1 hour, 30 minutes

Final Exam. Friday, July 7. 1 hour, 30 minutes San Francisco State University Michael Bar ECON 102 Summer 2017 Final Exam Friday, July 7 1 hour, 30 minutes Name: Student ID: Instructions 1. This is closed book, closed notes exam. 2. No calculators

More information

Final Exam. Friday, July 7. 1 hour, 30 minutes

Final Exam. Friday, July 7. 1 hour, 30 minutes San Francisco State University Michael Bar ECON 102 Summer 2017 Final Exam Friday, July 7 1 hour, 30 minutes Name: Student ID: Instructions 1. This is closed book, closed notes exam. 2. No calculators

More information

MLC at Boise State Logarithms Activity 6 Week #8

MLC at Boise State Logarithms Activity 6 Week #8 Logarithms Activity 6 Week #8 In this week s activity, you will continue to look at the relationship between logarithmic functions, exponential functions and rates of return. Today you will use investing

More information

car, in years 0 (new car)

car, in years 0 (new car) Chapter 2.4: Applications of Linear Equations In this section, we discuss applications of linear equations how we can use linear equations to model situations in our lives. We already saw some examples

More information

2) Endpoints of a diameter (-1, 6), (9, -2) A) (x - 2)2 + (y - 4)2 = 41 B) (x - 4)2 + (y - 2)2 = 41 C) (x - 4)2 + y2 = 16 D) x2 + (y - 2)2 = 25

2) Endpoints of a diameter (-1, 6), (9, -2) A) (x - 2)2 + (y - 4)2 = 41 B) (x - 4)2 + (y - 2)2 = 41 C) (x - 4)2 + y2 = 16 D) x2 + (y - 2)2 = 25 Math 101 Final Exam Review Revised FA17 (through section 5.6) The following problems are provided for additional practice in preparation for the Final Exam. You should not, however, rely solely upon these

More information

ECON 256: Poverty, Growth & Inequality. Jack Rossbach

ECON 256: Poverty, Growth & Inequality. Jack Rossbach ECON 256: Poverty, Growth & Inequality Jack Rossbach Plan for Semester: Two parts (split around spring break) Part I: Measurement and background Links between Poverty, Growth & Inequality Measurement:

More information

MLC at Boise State Lines and Rates Activity 1 Week #2

MLC at Boise State Lines and Rates Activity 1 Week #2 Lines and Rates Activity 1 Week #2 This activity will use slopes to calculate marginal profit, revenue and cost of functions. What is Marginal? Marginal cost is the cost added by producing one additional

More information

3.1 Introduction. 3.2 Growth over the Very Long Run. 3.1 Introduction. Part 2: The Long Run. An Overview of Long-Run Economic Growth

3.1 Introduction. 3.2 Growth over the Very Long Run. 3.1 Introduction. Part 2: The Long Run. An Overview of Long-Run Economic Growth Part 2: The Long Run Media Slides Created By Dave Brown Penn State University 3.1 Introduction In this chapter, we learn: Some tools used to study economic growth, including how to calculate growth rates.

More information

Chapter 1. Introduction: The Facts of Economic Growth. Instructor: Dmytro Hryshko

Chapter 1. Introduction: The Facts of Economic Growth. Instructor: Dmytro Hryshko Chapter 1. Introduction: The of Economic Growth Instructor: Dmytro Hryshko New Directions in Economic Growth Why are some countries rich and other poor? Modern treatment starts with Solow (1956, 1957)

More information

Lesson Exponential Models & Logarithms

Lesson Exponential Models & Logarithms SACWAY STUDENT HANDOUT SACWAY BRAINSTORMING ALGEBRA & STATISTICS STUDENT NAME DATE INTRODUCTION Compound Interest When you invest money in a fixed- rate interest earning account, you receive interest at

More information

Econ 156 Final Exam. 2) [12 points] Coffee is primarily made from two different beans, arabica and robusta. The beans grow in different countries.

Econ 156 Final Exam. 2) [12 points] Coffee is primarily made from two different beans, arabica and robusta. The beans grow in different countries. Professor David N. Weil 5/10/07 Econ 156 Final Exam Instructions: Please answer all questions in the blue books. You may not use notes, books, or calculators. Please show your work. There are a total of

More information

Math2UU3*TEST4. Duration of Test: 60 minutes McMaster University, 27 November Last name (PLEASE PRINT): First name (PLEASE PRINT): Student No.

Math2UU3*TEST4. Duration of Test: 60 minutes McMaster University, 27 November Last name (PLEASE PRINT): First name (PLEASE PRINT): Student No. Math2UU3*TEST4 Day Class Duration of Test: 60 minutes McMaster University, 27 November 208 Dr M. Lovrić Last name (PLEASE PRINT): First name (PLEASE PRINT): This test has 8 pages. Calculators allowed:

More information

False_ The average revenue of a firm can be increasing in the firm s output.

False_ The average revenue of a firm can be increasing in the firm s output. LECTURE 12: SPECIAL COST FUNCTIONS AND PROFIT MAXIMIZATION ANSWERS AND SOLUTIONS True/False Questions False_ If the isoquants of a production function exhibit diminishing MRTS, then the input choice that

More information

Logarithmic and Exponential Functions

Logarithmic and Exponential Functions Asymptotes and Intercepts Logarithmic and exponential functions have asymptotes and intercepts. Consider the functions f(x) = log ax and f(x) = lnx. Both have an x-intercept at (1, 0) and a vertical asymptote

More information

Unit 3: Writing Equations Chapter Review

Unit 3: Writing Equations Chapter Review Unit 3: Writing Equations Chapter Review Part 1: Writing Equations in Slope Intercept Form. (Lesson 1) 1. Write an equation that represents the line on the graph. 2. Write an equation that has a slope

More information

L K Y Marginal Product of Labor (MPl) Labor Productivity (Y/L)

L K Y Marginal Product of Labor (MPl) Labor Productivity (Y/L) Economics 102 Summer 2017 Answers to Homework #4 Due 6/19/17 Directions: The homework will be collected in a box before the lecture. Please place your name, TA name and section number on top of the homework

More information

Algebra with Calculus for Business: Review (Summer of 07)

Algebra with Calculus for Business: Review (Summer of 07) Algebra with Calculus for Business: Review (Summer of 07) 1. Simplify (5 1 m 2 ) 3 (5m 2 ) 4. 2. Simplify (cd) 3 2 (c 3 ) 1 4 (d 1 4 ) 3. 3. Simplify (x 1 2 + y 1 2 )(x 1 2 y 1 2 ) 4. Solve the equation

More information

ECON Micro Foundations

ECON Micro Foundations ECON 302 - Micro Foundations Michael Bar September 13, 2016 Contents 1 Consumer s Choice 2 1.1 Preferences.................................... 2 1.2 Budget Constraint................................ 3

More information

Graph A Graph B Graph C Graph D. t g(t) h(t) k(t) f(t) Graph

Graph A Graph B Graph C Graph D. t g(t) h(t) k(t) f(t) Graph MATH 119 Chapter 1 Test (Sample B ) NAME: 1) Each of the function in the following table is increasing or decreasing in different way. Which of the graphs below best fits each function Graph A Graph B

More information

Version A. Problem 1. Let X be the continuous random variable defined by the following pdf: 1 x/2 when 0 x 2, f(x) = 0 otherwise.

Version A. Problem 1. Let X be the continuous random variable defined by the following pdf: 1 x/2 when 0 x 2, f(x) = 0 otherwise. Math 224 Q Exam 3A Fall 217 Tues Dec 12 Version A Problem 1. Let X be the continuous random variable defined by the following pdf: { 1 x/2 when x 2, f(x) otherwise. (a) Compute the mean µ E[X]. E[X] x

More information

Page Points Score Total: 100

Page Points Score Total: 100 Math 1130 Spring 2019 Sample Midterm 2b 2/28/19 Name (Print): Username.#: Lecturer: Rec. Instructor: Rec. Time: This exam contains 10 pages (including this cover page) and 9 problems. Check to see if any

More information

ECONS 301 Homework #1. Answer Key

ECONS 301 Homework #1. Answer Key ECONS 301 Homework #1 Answer Key Exercise #1 (Supply and demand). Suppose that the demand and supply for milk in the European Union (EU) is given by pp = 120 0.7QQ dd and pp = 3 + 0.2QQ ss where the quantity

More information

Economics 102 Homework #7 Due: December 7 th at the beginning of class

Economics 102 Homework #7 Due: December 7 th at the beginning of class Economics 102 Homework #7 Due: December 7 th at the beginning of class Complete all of the problems. Please do not write your answers on this sheet. Show all of your work. 1. The economy starts in long

More information

Consider the aggregate production function for Dane County:

Consider the aggregate production function for Dane County: Economics 0 Spring 08 Homework #4 Due 4/5/7 Directions: The homework will be collected in a box before the lecture. Please place your name, TA name and section number on top of the homework (legibly).

More information

Market demand is therefore given by the following equation:

Market demand is therefore given by the following equation: Econ 102 Spring 2013 Homework 2 Due February 26, 2014 1. Market Demand and Supply (Hint: this question is a review of material you should have seen and learned in Economics 101.) Suppose the market for

More information

assumption. Use these two equations and your earlier result to derive an expression for consumption per worker in steady state.

assumption. Use these two equations and your earlier result to derive an expression for consumption per worker in steady state. Tutorial sheet 2 for UBC Macroeconomics Martin Ellison, 2018 Exercise on consumption in the Solow growth model The Solow growth model is in steady-state when investment ss YY tt is exactly offset by depreciation

More information

Principles of Macroeconomics 2017 Productivity and Growth. Takeki Sunakawa

Principles of Macroeconomics 2017 Productivity and Growth. Takeki Sunakawa Principles of Macroeconomics 2017 Productivity and Growth Takeki Sunakawa What will be covered Preliminary mathematics: Growth rate, the rule of 70, and the ratio scale Data and questions Productivity,

More information

ECON 3010 Intermediate Macroeconomics Final Exam

ECON 3010 Intermediate Macroeconomics Final Exam ECON 3010 Intermediate Macroeconomics Final Exam Multiple Choice Questions. (60 points; 2 pts each) #1. Which of the following is a stock variable? a) wealth b) consumption c) investment d) income #2.

More information

QUESTIONNAIRE A I. MULTIPLE CHOICE QUESTIONS (2 points each)

QUESTIONNAIRE A I. MULTIPLE CHOICE QUESTIONS (2 points each) ECO2143 Macroeconomic Theory II First mid-term examination: July 3rd 2014 University of Ottawa Professor: Louis Hotte Time allotted: 1h 30min Attention: Not all questionnaires are the same. This is questionnaire

More information

The Role of Physical Capital

The Role of Physical Capital San Francisco State University ECO 560 The Role of Physical Capital Michael Bar As we mentioned in the introduction, the most important macroeconomic observation in the world is the huge di erences in

More information

SA2 Unit 4 Investigating Exponentials in Context Classwork A. Double Your Money. 2. Let x be the number of assignments completed. Complete the table.

SA2 Unit 4 Investigating Exponentials in Context Classwork A. Double Your Money. 2. Let x be the number of assignments completed. Complete the table. Double Your Money Your math teacher believes that doing assignments consistently will improve your understanding and success in mathematics. At the beginning of the year, your parents tried to encourage

More information

1 Income statement and cash flows

1 Income statement and cash flows The Chinese University of Hong Kong Department of Systems Engineering & Engineering Management SEG 2510 Course Notes 12 for review and discussion (2009/2010) 1 Income statement and cash flows We went through

More information

Page 1 of 10 MATH 120 Final Exam Review

Page 1 of 10 MATH 120 Final Exam Review Page 1 of 1 MATH 1 Final Exam Review Directions Part 1: Calculators will NOT be allowed on this part of the final exam. Unless the question asks for an estimate, give exact answers in completely reduced

More information

Math 122 Calculus for Business Admin. and Social Sciences

Math 122 Calculus for Business Admin. and Social Sciences Math 122 Calculus for Business Admin. and Social Sciences Instructor: Ann Clifton Name: Exam #1 A July 3, 2018 Do not turn this page until told to do so. You will have a total of 1 hour 40 minutes to complete

More information

Mathematics Success Level H

Mathematics Success Level H Mathematics Success Level H T473 [OBJECTIVE] The student will graph a line given the slope and y-intercept. [MATERIALS] Student pages S160 S169 Transparencies T484, T486, T488, T490, T492, T494, T496 Wall-size

More information

1.1. Simple Interest. INVESTIGATE the Math

1.1. Simple Interest. INVESTIGATE the Math 1.1 Simple Interest YOU WILL NEED calculator graph paper straightedge EXPLORE An amount of money was invested. Interpret the graph below to determine a) how much money was invested, b) the value of the

More information

KOÇ UNIVERSITY ECON 202 Macroeconomics Fall Problem Set VI C = (Y T) I = 380 G = 400 T = 0.20Y Y = C + I + G.

KOÇ UNIVERSITY ECON 202 Macroeconomics Fall Problem Set VI C = (Y T) I = 380 G = 400 T = 0.20Y Y = C + I + G. KOÇ UNIVERSITY ECON 202 Macroeconomics Fall 2007 Problem Set VI 1. Consider the following model of an economy: C = 20 + 0.75(Y T) I = 380 G = 400 T = 0.20Y Y = C + I + G. (a) What is the value of the MPC

More information

You may be given raw data concerning costs and revenues. In that case, you ll need to start by finding functions to represent cost and revenue.

You may be given raw data concerning costs and revenues. In that case, you ll need to start by finding functions to represent cost and revenue. Example 2: Suppose a company can model its costs according to the function 3 2 Cx ( ) 0.000003x 0.04x 200x 70, 000 where Cxis ( ) given in dollars and demand can be modeled by p 0.02x 300. a. Find the

More information

Notes on a Basic Business Problem MATH 104 and MATH 184 Mark Mac Lean (with assistance from Patrick Chan) 2011W

Notes on a Basic Business Problem MATH 104 and MATH 184 Mark Mac Lean (with assistance from Patrick Chan) 2011W Notes on a Basic Business Problem MATH 104 and MATH 184 Mark Mac Lean (with assistance from Patrick Chan) 2011W This simple problem will introduce you to the basic ideas of revenue, cost, profit, and demand.

More information

1. Consider the aggregate production functions for Wisconsin and Minnesota: Production Function for Wisconsin

1. Consider the aggregate production functions for Wisconsin and Minnesota: Production Function for Wisconsin Economics 102 Fall 2017 Homework #4 Due 11/14/2017 Directions: The homework will be collected in a box before the lecture Please place your name, TA name and section number on top of the homework (legibly)

More information

Final Exam - section 1. Thursday, December hours, 30 minutes

Final Exam - section 1. Thursday, December hours, 30 minutes Econometrics, ECON312 San Francisco State University Michael Bar Fall 2013 Final Exam - section 1 Thursday, December 19 1 hours, 30 minutes Name: Instructions 1. This is closed book, closed notes exam.

More information

1. Consider the aggregate production functions for Wisconsin and Minnesota: Production Function for Wisconsin

1. Consider the aggregate production functions for Wisconsin and Minnesota: Production Function for Wisconsin Economics 102 Fall 2017 Answers to Homework #4 Due 11/14/2017 Directions: The homework will be collected in a box before the lecture Please place your name, TA name and section number on top of the homework

More information

Algebra 1 Predicting Patterns & Examining Experiments

Algebra 1 Predicting Patterns & Examining Experiments We will explicitly define slope-intercept form. We have already examined slope, y- intercepts, and graphing from tables, now we are putting all of that together. This lesson focuses more upon the notation

More information

Linear Modeling Business 5 Supply and Demand

Linear Modeling Business 5 Supply and Demand Linear Modeling Business 5 Supply and Demand Supply and demand is a fundamental concept in business. Demand looks at the Quantity (Q) of a product that will be sold with respect to the Price (P) the product

More information

Problem Set #2. Intermediate Macroeconomics 101 Due 20/8/12

Problem Set #2. Intermediate Macroeconomics 101 Due 20/8/12 Problem Set #2 Intermediate Macroeconomics 101 Due 20/8/12 Question 1. (Ch3. Q9) The paradox of saving revisited You should be able to complete this question without doing any algebra, although you may

More information

ECON 206 Macroeconomic Analysis

ECON 206 Macroeconomic Analysis ECON 206 Macroeconomic Analysis Prof. Francesc Ortega s Class Guest Lecture by Prof. Ryan Edwards October 5, 2011 1 Our objectives today Growth: Cover the key facts about economic growth that we wish to

More information

MLC at Boise State Polynomials Activity 3 Week #5

MLC at Boise State Polynomials Activity 3 Week #5 Polynomials Activity 3 Week #5 This activity will be discuss maximums, minimums and zeros of a quadratic function and its application to business, specifically maximizing profit, minimizing cost and break-even

More information

Financial Applications Involving Exponential Functions

Financial Applications Involving Exponential Functions Section 6.5: Financial Applications Involving Exponential Functions When you invest money, your money earns interest, which means that after a period of time you will have more money than you started with.

More information

Point-Biserial and Biserial Correlations

Point-Biserial and Biserial Correlations Chapter 302 Point-Biserial and Biserial Correlations Introduction This procedure calculates estimates, confidence intervals, and hypothesis tests for both the point-biserial and the biserial correlations.

More information

Economic growth: Interesting Facts and Examples. 2Topic

Economic growth: Interesting Facts and Examples. 2Topic Economic growth: Interesting Facts and Examples 2Topic The Basics of Economic Growth U.S. real GDP per person and the standard of living tripled between 1960 and 2010. We see even more dramatic change

More information

You are responsible for upholding the University of Maryland Honor Code while taking this exam.

You are responsible for upholding the University of Maryland Honor Code while taking this exam. Econ 300 Spring 013 First Midterm Exam version W Answers This exam consists of 5 multiple choice questions. The maximum duration of the exam is 50 minutes. 1. In the spaces provided on the scantron, write

More information

Economics 102 Summer 2014 Answers to Homework #5 Due June 21, 2017

Economics 102 Summer 2014 Answers to Homework #5 Due June 21, 2017 Economics 102 Summer 2014 Answers to Homework #5 Due June 21, 2017 Directions: The homework will be collected in a box before the lecture. Please place your name, TA name and section number on top of the

More information

MATH20330: Optimization for Economics Homework 1: Solutions

MATH20330: Optimization for Economics Homework 1: Solutions MATH0330: Optimization for Economics Homework 1: Solutions 1. Sketch the graphs of the following linear and quadratic functions: f(x) = 4x 3, g(x) = 4 3x h(x) = x 6x + 8, R(q) = 400 + 30q q. y = f(x) is

More information

MATH Intuitive Calculus Spring 2011 Circle one: 8:50 5:30 Ms. Kracht. Name: Score: /100. EXAM 2: Version A NO CALCULATORS.

MATH Intuitive Calculus Spring 2011 Circle one: 8:50 5:30 Ms. Kracht. Name: Score: /100. EXAM 2: Version A NO CALCULATORS. MATH 11012 Intuitive Calculus Spring 2011 Circle one: 8:50 5:30 Ms Kracht Name: Score: /100 110 pts available) EXAM 2: Version A NO CALCULATORS Multiple Choice: 10 questions at 3 points each Circle the

More information

Introduction to Population Modeling

Introduction to Population Modeling Introduction to Population Modeling In addition to estimating the size of a population, it is often beneficial to estimate how the population size changes over time. Ecologists often uses models to create

More information

Math 1311 Final Test Review When: Wednesday, Dec. 16, 8A.M. Where: F 160 Time: 1.5 hours What is covered? Chapters 1-6 Number of questions: 20 Format: Multiple-choice What you need to bring: 1. Cougar

More information

Economics 101 Fall 2013 Homework 5 Due Thursday, November 21, 2013

Economics 101 Fall 2013 Homework 5 Due Thursday, November 21, 2013 Economics 101 Fall 2013 Homework 5 Due Thursday, November 21, 2013 Directions: The homework will be collected in a box before the lecture. Please place your name, TA name and section number on top of the

More information

Math 1526 Summer 2000 Session 1

Math 1526 Summer 2000 Session 1 Math 1526 Summer 2 Session 1 Lab #2 Part #1 Rate of Change This lab will investigate the relationship between the average rate of change, the slope of a secant line, the instantaneous rate change and the

More information

f x f x f x f x x 5 3 y-intercept: y-intercept: y-intercept: y-intercept: y-intercept of a linear function written in function notation

f x f x f x f x x 5 3 y-intercept: y-intercept: y-intercept: y-intercept: y-intercept of a linear function written in function notation Questions/ Main Ideas: Algebra Notes TOPIC: Function Translations and y-intercepts Name: Period: Date: What is the y-intercept of a graph? The four s given below are written in notation. For each one,

More information

Economics 102 Fall 2015 Answers to Homework #4 Due Monday, November 9, 2015

Economics 102 Fall 2015 Answers to Homework #4 Due Monday, November 9, 2015 Economics 12 Fall 215 Answers to Homework #4 Due Monday, November 9, 215 Directions: The homework will be collected in a box before the large lecture. Please place your name, TA name and section number

More information

International Macroeconomics

International Macroeconomics Slides for Chapter 3: Theory of Current Account Determination International Macroeconomics Schmitt-Grohé Uribe Woodford Columbia University May 1, 2016 1 Motivation Build a model of an open economy to

More information

So far in the short-run analysis we have ignored the wage and price (we assume they are fixed).

So far in the short-run analysis we have ignored the wage and price (we assume they are fixed). Chapter 7: Labor Market So far in the short-run analysis we have ignored the wage and price (we assume they are fixed). Key idea: In the medium run, rising GD will lead to lower unemployment rate (more

More information

Page Points Score Total: 100

Page Points Score Total: 100 Math 1130 Autumn 2018 Sample Midterm 2c 2/28/19 Name (Print): Username.#: Lecturer: Rec. Instructor: Rec. Time: This exam contains 8 pages (including this cover page) and 6 problems. Check to see if any

More information

Foundational Preliminaries: Answers to Within-Chapter-Exercises

Foundational Preliminaries: Answers to Within-Chapter-Exercises C H A P T E R 0 Foundational Preliminaries: Answers to Within-Chapter-Exercises 0A Answers for Section A: Graphical Preliminaries Exercise 0A.1 Consider the set [0,1) which includes the point 0, all the

More information

The Monthly Payment. ( ) ( ) n. P r M = r 12. k r. 12C, which must be rounded up to the next integer.

The Monthly Payment. ( ) ( ) n. P r M = r 12. k r. 12C, which must be rounded up to the next integer. MATH 116 Amortization One of the most useful arithmetic formulas in mathematics is the monthly payment for an amortized loan. Here are some standard questions that apply whenever you borrow money to buy

More information

Prentice Hall Connected Mathematics 2, 7th Grade Units 2009 Correlated to: Minnesota K-12 Academic Standards in Mathematics, 9/2008 (Grade 7)

Prentice Hall Connected Mathematics 2, 7th Grade Units 2009 Correlated to: Minnesota K-12 Academic Standards in Mathematics, 9/2008 (Grade 7) 7.1.1.1 Know that every rational number can be written as the ratio of two integers or as a terminating or repeating decimal. Recognize that π is not rational, but that it can be approximated by rational

More information

Economics 325 Intermediate Macroeconomic Analysis Problem Set 1 Suggested Solutions Professor Sanjay Chugh Spring 2009

Economics 325 Intermediate Macroeconomic Analysis Problem Set 1 Suggested Solutions Professor Sanjay Chugh Spring 2009 Department of Economics University of Maryland Economics 325 Intermediate Macroeconomic Analysis Problem Set Suggested Solutions Professor Sanjay Chugh Spring 2009 Instructions: Written (typed is strongly

More information

MA 162: Finite Mathematics - Chapter 1

MA 162: Finite Mathematics - Chapter 1 MA 162: Finite Mathematics - Chapter 1 Fall 2014 Ray Kremer University of Kentucky Linear Equations Linear equations are usually represented in one of three ways: 1 Slope-intercept form: y = mx + b 2 Point-Slope

More information

CH 39 CREATING THE EQUATION OF A LINE

CH 39 CREATING THE EQUATION OF A LINE 9 CH 9 CREATING THE EQUATION OF A LINE Introduction S ome chapters back we played around with straight lines. We graphed a few, and we learned how to find their intercepts and slopes. Now we re ready to

More information

Study Guide - Part 1

Study Guide - Part 1 Math 116 Spring 2015 Study Guide - Part 1 1. Find the slope of a line that goes through the points (1, 5) and ( 3, 13). The slope is (A) Less than -1 (B) Between -1 and 1 (C) Between 1 and 3 (D) More than

More information

Midterm Exam 1. Tuesday, September hour and 15 minutes. Name: Answer Key

Midterm Exam 1. Tuesday, September hour and 15 minutes. Name: Answer Key Macroeconomics ECON 302 San Francisco State niversit Michael Bar Fall 2011 Midterm Eam 1 Tuesda Setember 27 1 hour and 15 minutes Name: Answer Ke Instructions 1. This is closed book closed notes eam. 2.

More information

QUESTIONNAIRE A I. MULTIPLE CHOICE QUESTIONS (4 points each)

QUESTIONNAIRE A I. MULTIPLE CHOICE QUESTIONS (4 points each) ECO2143 Macroeconomic Theory II First mid-term examination: January 28 2013 University of Ottawa Professor: Louis Hotte Time allotted: 1h 20min Attention: Not all questionnaires are the same. This is questionnaire

More information

1 Economical Applications

1 Economical Applications WEEK 4 Reading [SB], 3.6, pp. 58-69 1 Economical Applications 1.1 Production Function A production function y f(q) assigns to amount q of input the corresponding output y. Usually f is - increasing, that

More information

BARUCH COLLEGE MATH 2003 SPRING 2006 MANUAL FOR THE UNIFORM FINAL EXAMINATION

BARUCH COLLEGE MATH 2003 SPRING 2006 MANUAL FOR THE UNIFORM FINAL EXAMINATION BARUCH COLLEGE MATH 003 SPRING 006 MANUAL FOR THE UNIFORM FINAL EXAMINATION The final examination for Math 003 will consist of two parts. Part I: Part II: This part will consist of 5 questions similar

More information

a. Fill in the following table (you will need to expand it from the truncated form provided here). Round all your answers to the nearest hundredth.

a. Fill in the following table (you will need to expand it from the truncated form provided here). Round all your answers to the nearest hundredth. Economics 102 Summer 2015 Answers to Homework #4 Due Monday, July 13, 2015 Directions: The homework will be collected in a box before the lecture. Please place your name on top of the homework (legibly).

More information

MLC at Boise State Polynomials Activity 2 Week #3

MLC at Boise State Polynomials Activity 2 Week #3 Polynomials Activity 2 Week #3 This activity will discuss rate of change from a graphical prespective. We will be building a t-chart from a function first by hand and then by using Excel. Getting Started

More information

ECON 6022B Problem Set 1 Suggested Solutions Fall 2011

ECON 6022B Problem Set 1 Suggested Solutions Fall 2011 ECON 6022B Problem Set Suggested Solutions Fall 20 September 5, 20 Shocking the Solow Model Consider the basic Solow model in Lecture 2. Suppose the economy stays at its steady state in Period 0 and there

More information

b) According to the statistics above the graph, the slope is What are the units and meaning of this value?

b) According to the statistics above the graph, the slope is What are the units and meaning of this value? ! Name: Date: Hr: LINEAR MODELS Writing Motion Equations 1) Answer the following questions using the position vs. time graph of a runner in a race shown below. Be sure to show all work (formula, substitution,

More information

LINES AND SLOPES. Required concepts for the courses : Micro economic analysis, Managerial economy.

LINES AND SLOPES. Required concepts for the courses : Micro economic analysis, Managerial economy. LINES AND SLOPES Summary 1. Elements of a line equation... 1 2. How to obtain a straight line equation... 2 3. Microeconomic applications... 3 3.1. Demand curve... 3 3.2. Elasticity problems... 7 4. Exercises...

More information

Midterm 2 Review. ECON 30020: Intermediate Macroeconomics Professor Sims University of Notre Dame, Spring 2018

Midterm 2 Review. ECON 30020: Intermediate Macroeconomics Professor Sims University of Notre Dame, Spring 2018 Midterm 2 Review ECON 30020: Intermediate Macroeconomics Professor Sims University of Notre Dame, Spring 2018 The second midterm will take place on Thursday, March 29. In terms of the order of coverage,

More information

Math1090 Midterm 2 Review Sections , Solve the system of linear equations using Gauss-Jordan elimination.

Math1090 Midterm 2 Review Sections , Solve the system of linear equations using Gauss-Jordan elimination. Math1090 Midterm 2 Review Sections 2.1-2.5, 3.1-3.3 1. Solve the system of linear equations using Gauss-Jordan elimination. 5x+20y 15z = 155 (a) 2x 7y+13z=85 3x+14y +6z= 43 x+z= 2 (b) x= 6 y+z=11 x y+

More information

Before How can lines on a graph show the effect of interest rates on savings accounts?

Before How can lines on a graph show the effect of interest rates on savings accounts? Compound Interest LAUNCH (7 MIN) Before How can lines on a graph show the effect of interest rates on savings accounts? During How can you tell what the graph of simple interest looks like? After What

More information

ECON 3010 Intermediate Macroeconomics Final Exam

ECON 3010 Intermediate Macroeconomics Final Exam ECON 3010 Intermediate Macroeconomics Final Exam Multiple Choice Questions. (60 points; 3 pts each) 1. The returns to scale in the production function YY = KK 0.5 LL 0.5 are: A) decreasing. B) constant.

More information

Sandringham School Sixth Form. AS Maths. Bridging the gap

Sandringham School Sixth Form. AS Maths. Bridging the gap Sandringham School Sixth Form AS Maths Bridging the gap Section 1 - Factorising be able to factorise simple expressions be able to factorise quadratics The expression 4x + 8 can be written in factor form,

More information

Macroeconomic Theory and Policy

Macroeconomic Theory and Policy ECO 209Y Macroeconomic Theory and Policy Lecture 3: Aggregate Expenditure and Equilibrium Income Gustavo Indart Slide 1 Assumptions We will assume that: There is no depreciation There are no indirect taxes

More information

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

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

More information

a) Calculate the value of government savings (Sg). Is the government running a budget deficit or a budget surplus? Show how you got your answer.

a) Calculate the value of government savings (Sg). Is the government running a budget deficit or a budget surplus? Show how you got your answer. Economics 102 Spring 2018 Answers to Homework #5 Due 5/3/2018 Directions: The homework will be collected in a box before the lecture. Please place your name, TA name and section number on top of the homework

More information

Ph.D. MICROECONOMICS CORE EXAM August 2018

Ph.D. MICROECONOMICS CORE EXAM August 2018 Ph.D. MICROECONOMICS CORE EXAM August 2018 This exam is designed to test your broad knowledge of microeconomics. There are three sections: one required and two choice sections. You must complete both problems

More information

ECON Drexel University Summer 2008 Assignment 2. Due date: July 29, 2008

ECON Drexel University Summer 2008 Assignment 2. Due date: July 29, 2008 ECON 202-001 Drexel University Summer 2008 Assignment 2 Due date: July 29, 2008 Instructor: Yuan Yuan Name This homework has up to 10 points bonus. Question 1 (40 points, 2 points each): MULTIPLE CHOICE.

More information

35 38 point slope day 2.notebook February 26, a) Write an equation in point slope form of the line.

35 38 point slope day 2.notebook February 26, a) Write an equation in point slope form of the line. LT 6: I can write and graph equations in point slope form. p.35 What is point slope form? What is slope intercept form? Let's Practice: There is a line that passes through the point (4, 3) and has a slope

More information

a. What is your interpretation of the slope of the consumption function?

a. What is your interpretation of the slope of the consumption function? Economics 102 Spring 2017 Homework #5 Due May 4, 2017 Directions: The homework will be collected in a box before the lecture. Please place your name, TA name and section number on top of the homework (legibly).

More information

Chapter 6 Analyzing Accumulated Change: Integrals in Action

Chapter 6 Analyzing Accumulated Change: Integrals in Action Chapter 6 Analyzing Accumulated Change: Integrals in Action 6. Streams in Business and Biology You will find Excel very helpful when dealing with streams that are accumulated over finite intervals. Finding

More information

(i.e. the rate of change of y with respect to x)

(i.e. the rate of change of y with respect to x) Section 1.3 - Linear Functions and Math Models Example 1: Questions we d like to answer: 1. What is the slope of the line? 2. What is the equation of the line? 3. What is the y-intercept? 4. What is the

More information

CHAPTER 4 APPENDIX DEMAND THEORY A MATHEMATICAL TREATMENT

CHAPTER 4 APPENDIX DEMAND THEORY A MATHEMATICAL TREATMENT CHAPTER 4 APPENDI DEMAND THEOR A MATHEMATICAL TREATMENT EERCISES. Which of the following utility functions are consistent with convex indifference curves, and which are not? a. U(, ) = + b. U(, ) = ()

More information

Economics 201 Fall 2010 Introduction to Economic Analysis Problem Set #1 Due: Wednesday, September 8

Economics 201 Fall 2010 Introduction to Economic Analysis Problem Set #1 Due: Wednesday, September 8 Economics 201 Fall 2010 Introduction to Economic Analysis Jeffrey Parker Problem Set #1 Due: Wednesday, September 8 Instructions: This problem set is due in class on Wednesday, September 8. Each student

More information

3.3 rates and slope intercept form ink.notebook. October 23, page 103. page 104. page Rates and Slope Intercept Form

3.3 rates and slope intercept form ink.notebook. October 23, page 103. page 104. page Rates and Slope Intercept Form 3.3 rates and slope intercept form ink.notebook page 103 page 104 page 102 3.3 Rates and Slope Intercept Form Lesson Objectives 3.3 Rates and Slope-Intercept Form Press the tabs to view details. Standards

More information

Math 116: Business Calculus

Math 116: Business Calculus Math 116: Business Calculus Instructor: Colin Clark Spring 2017 Exam 1 - Thursday February 9. 1.1 Slopes and Equations of Lines. 1.2 Linear Functions and Applications. 2.1 Properties of Functions. 2.2

More information

Label the section where the total demand is the same as one demand and where total demand is different from both individual demand curves.

Label the section where the total demand is the same as one demand and where total demand is different from both individual demand curves. UVic Econ 103C with Peter Bell Technical Practice Exam #1 Markets Assigned: Monday May 12. Due: 5PM Friday May 23. Please submit a computer and/or handwritten response to each question. Please submit your

More information