99 Pages

ECO101

Course: BIOL 2107, Spring 2012
School: SPSU
Rating:
 
 
 
 
 

Word Count: 4849

Document Preview

should ECONOMICS why we study it? Economic development = quality of life Life expectancy is strongly correlated with economic activity (GDP per capita, based on PPP) Using WDI data for 2004, the correlation coefficient between the life expectancy at birth and the GDP per capita, PPP method: 0.63 The statistical relationship can be approximated by the following expression (click here for the source file): Life...

Register Now

Unformatted Document Excerpt

Coursehero >> Georgia >> SPSU >> BIOL 2107

Course Hero has millions of student submitted documents similar to the one
below including study guides, practice problems, reference materials, practice exams, textbook help and tutor support.

Course Hero has millions of student submitted documents similar to the one below including study guides, practice problems, reference materials, practice exams, textbook help and tutor support.
should ECONOMICS why we study it? Economic development = quality of life Life expectancy is strongly correlated with economic activity (GDP per capita, based on PPP) Using WDI data for 2004, the correlation coefficient between the life expectancy at birth and the GDP per capita, PPP method: 0.63 The statistical relationship can be approximated by the following expression (click here for the source file): Life Expectancy = 58.829 + 0.000758 * GDP per capita This suggests that $1319 in GDP per capita translates into 1 year difference in expected lifespan Economics Defining Economics Social Science Unlimited Wants Scarce Resources Efficiency What to Produce (allocative efficiency) How to Produce (productive efficiency) For Whom to Produce (allocative efficiency) Economic Resources Agricultural Economy (Feudalism) Labor Immigration, population growth Land Inclusive of natural resources Industrialization (Capitalism) Capital Encouragement of saving and capital formation (IRA) Advanced Industrialization and Post Industrial Human Capital Subsidized education Entrepreneurship Establishing favorable business environment Economic systems Capitalism Socialism Communism These systems differ in the allocation of the ownership of productive resources The differences in these systems can also be formulated in terms of how they address the fundamental questions (e.g. command economy versus market economy) Feudalism Mercantilism Capitalism Natural emergence Adam Smiths invisible hand concept Simplified role of the government Institutional support for economic activity Property rights laws Stable political system Well defined legal system Transparent business regulations System of checks and balances for govt officials Socialism Philosophical Foundation Socialist Movement of the mid XIX century Role of the government Includes economic decisions in terms of allocation of resources and output, and possibly production Modern Economies Mixed system (capitalism + socialism) EU versus US versus RU versus China General government final consumption expenditure (% of GDP) in 2001 Switzerland 13.31 China 13.69 United States 14.23 Russian Federation 14.32 Italy 18.47 Germany 19.06 France 23.27 Sweden 26.66 Source: World Bank, WDI 2003 Unemployment rate comparison Unemployment, total (% of total labor force), 2000 Switzerland 2.7 China 3.1 United States 4.1 Sweden 5.1 Germany 8.1 France 10.0 Italy 10.8 Russian Federation 11.4 Source: World Bank, WDI 2003 The Concept of Cost in Economics Every undertaken activity has a foregone sacrifice associated with it Opportunity Cost The value of the next BEST (highest valued) alternative (the value of the sacrifice that would have become the next choice) E.g. opportunity cost of this class E.g. Opportunity cost of the Colanders book (relative price) E.g. Opportunity cost of physical capital The world of trade-offs Budget Constraint and Relative Price Production Possibilities Frontier Gains from Trade Specialization and increased output Two-country two-product world Absolute advantage principle Why specialize in the production of something that is cheaper to purchase from abroad? Comparative advantage principle Specialize in the production of those products in which you have the lowest relative (opportunity) cost of production Shape of PPF and lack of complete specialization US trade data available on BEA website at: http://www.bea.gov/bea/di/home/trade.htm Trade (% of GDP) 2003 World 47.84 Upper middle income 68.53 Middle income 61.98 High income 45.29 Lower middle income 57.10 Low income 44.61 Sub-Saharan Africa 64.28 South Asia 33.33 Middle East & North Africa 58.16 Latin America & Caribbean 45.53 European Monetary Union 68.25 East Asia & Pacific 74.17 United States 23.66 Definition: Trade is the sum of exports and imports of goods and services measured as a share of gross domestic product. For the US see BEA Globalization and International Risks Globalization = economic integration Trade Investment Labor mobility Economic union (EU) Globalization and spread of economic recessions Correlation in economic growth (GDP growth rates: 1990-2005) between the US and some of its major trading partners) China China Canada United States Mexico 1 Canada 0.038296 1 Mexico -0.21368 0.126047 1 United States 0.174459 0.759405 0.391163 1 Markets Defining a market Product definition (and competition) Geographical boundaries (internet, shipping cost reduction globalization and outsourcing) Market forces: Buyers (demand) versus Sellers (supply) Price and quantity as the outcome demand Quantity = f (price, other factors) Price and the LawofDemand Other factors Income (normal versus inferior) Related in consumption goods Substitutes Complements Expectations about the future OTHER FACTORS supply Quantity = f ( price, other factors) Price and the LawofSupply Other factors Costs of Production (MC, and price as MB) Goods related in production Substitutes: (agricultural products) Note, identical to costs of production since is based on opportunity cost concept Complements: (like gold and silver) Producer expectations of future prices Other factors Market equilibrium Qs = Qd Shortage and surplus as unstable states and the stability property of the equilibrium Market efficiency Shifts in demand and supply Is the equilibrium really efficient? Productive and allocative efficiency Market example: ForEx How can the US run a trade deficit consistently? Or, differently put, can one live on credit forever? 3 /2 /0 5 1/2 /0 5 11 /2 /04 9 /2/04 7/2 /0 4 5/2/04 3 /2 /04 1 /2 /0 4 11 /2 /03 9/2/03 7/2 /0 3 5/2/0 3 3 /2/03 1 /2/03 11 /2/02 9/2/0 2 7 /2 /0 2 5 /2 /0 2 3/2/02 1/2/0 2 1 1/2 /0 1 9/2/0 1 7 /2/01 5/2 /0 1 3/2 /0 1 1/2/0 1 Does Dollar Matter? EURO/USD 1.6 1.4 1.2 1 0.8 0.6 0.4 0.2 0 Should We Be Concerned With The Fluctuating Dollar? TRADE and Currency Fluctuations Price Changes Standard of Living Commodity Prices Date USD per EURO USD Price of OIL Euro Price of OIL March 1, 2002 0.8652 22.40 25.89 March 3, 2003 1.0835 35.88 33.11 March 1, 2004 1.2431 36.86 29.65 March 1, 2005 1.3189 51.68 39.18 % change over the period 52.44 130.71 51.35 The ForEx market Supply of the USD Imports to the US Goods (trade) Services (tourism) US investment abroad Foreign Financial Markets Direct investment abroad Central Banks Speculation Demand for the USD US Exports Goods Services (tourism) Foreign Investment into US US Financial markets Direct investment Central Banks Speculation The Interesting 90s 1991-92: Collapse of the USSR Block, beginning of the Transitional Recession in Eastern Europe 1994 Mexican Currency Crisis 1991(2)-95 The Balkan Wars 1998 Recession in Japan 1997 (July) Beginning of the Asian Financial Crisis 1998 major Rouble Crisis US ECONOMY average % rates 19922000 20012004 Real GDP 3.7 2.5 Gross Domestic Private Investment 8.7 1.8 Non-Residential Investment 9.1 0.2 The market for USD in the 90s P of USD Influx of investment stimulated Demand D S Increase in imports stimulated Supply Demand Effect Dominated (thus positively effecting consumers standard of living) The post 90s era United Europe 10 New Countries Entered the Union on May 1st of 2004, bringing the total number of member states to 25, with combined population of over 430 million (US population is 293 million). Strong Growth in Russia and China Emerging Economies of Brazil and India Threat of Terrorism to the US Continuous Growth in US Trade Deficit More Recently, the French and Dutch Referendums on the EU Constitution The BIG picture Rise in Imports Increase in Supply Depreciation Rise in Exports Increase in Demand Appreciation Influx of Investment Increase in Demand Appreciation Outflow of Investment Increase in Supply Depreciation BALANCE OF PAYMENTS An Economys International Balance Sheet (www.bea.gov) Demand for the dollar different economic agents that purchase the dollar: Foreigners who wish to purchase US goods or services, foreign tourists who wish to travel to the US (US exports) Foreigners who wish to invest in the US (higher US interest rate, attractive US stock market returns) Supply of the dollar different economic agents that sell the dollar: US consumers/firms that want to purchase foreign goods or services, US tourists who wish to travel abroad (US imports) US residents who wish to invest abroad (higher interest rates abroad, etc.) The dollar will appreciate if demand exceeds supply at the current exchange rate. The increase in the demand creates a temporary shortage, but that shortage disappears due to the increase in the price. The price adjustment is the markets correction mechanism to the changing conditions. Note that when you purchase a foreign made product, the cost of the production of that product is paid in foreign currency, hence somewhere between the production process and your purchase someone would have to convert your currency into that foreign currency in order to pay for the production. Measuring Economic Activity OUTPUT EMPLOYMENT INFLATION Gross Domestic Product the total market value of all final goods and services produced by factors of production located within a nations borders over a period of time (usually one year) Gross National Product the total market value of all final goods and services produced by factors of production owned by a nation over a period of time (usually one year) Output Measuring production Time period Final goods and services (value added) Market prices Defining an economy (geographical boundaries versus resource ownership) Gross Domestic Product Gross National Product www.bea.gov Table 1.7.5 http://www.bea.gov/bea/dn/nipaweb/TableView.asp?SelectedTable=43&FirstYear=2003&LastYear=2005&Freq=Qtr Net income from abroad in 2001 (current US$) (mill) United States United Kingdom Switzerland Russian Federation Pakistan India France Mexico Japan China European Monetary Union High income Low income -12,100.00 10,907.59 25,209.39 -9,793.48 -872.918 -2,698.42 4,911.81 -13,741.58 68,421.59 -19,173.22 -33,802.12 41,967.63 -23,770.11 GDP per capita in 2005 (using 2000 USD) Greater than $9910 (2445, 9910) (1172, 2445) less than $430 no data available (430, 1172) The World Economy in 2004 GDP (constant 2000 USD) % of World GDP in billions World High income Upper middle income Middle income Lower middle income Low income Sub-Saharan Africa South Asia Middle East & North Africa Latin America & Caribbean East Asia & Pacific European Monetary Union United States 35111 27820 2490 6244 3754 1052 390 755 521 2132 2344 6476 10764 Source: WDI: 2006, World Bank Population % of World Population GDP per capita (constant 2000 USD) GDP per capita, PPP (constant 2000 USD) 100 16 9 47 38 37 11 23 5 9 29 5 5 5516 27705 4322 2069 1538 449 537 522 1736 3906 1254 20934 36655 8187 28482 9614 6210 5422 2111 1781 2635 5346 7314 4920 25847 36465 in millions 100 79 7 18 11 3 1 2 1 6 7 18 31 6365 1004 576 3018 2442 2343 726 1447 300 546 1870 309 294 2003: Health expendit ures per capita (current USD) 2004: cases of TB per 100,000 2004: Internet Users per 1000 World 587.79 139.47 139.93 Upper middle income 279.96 112.15 Middle income 116.29 High income Mobile phone subscrib ers per 1000 Infant mortality rate per 1000 PCs per 1000 people 67.32 279.34 54.09 129.77 159.33 69.15 484.18 23.36 121.75 113.63 91.83 70.22 293.61 30.02 60.86 3449.40 17.11 544.93 78.74 771.72 6.12 574.14 Lower middle income 77.49 113.97 75.91 70.47 248.86 31.58 46.20 Low income 29.62 223.99 24.34 58.68 42.15 79.45 11.29 Sub-Saharan Africa 36.42 363.14 19.44 46.22 74.08 100.47 15.05 South Asia 23.78 177.21 26.14 63.41 41.31 66.41 12.14 Middle East & North Africa 92.41 53.91 58.00 69.35 128.61 44.09 48.55 Latin America & Caribbean 221.68 63.51 114.53 72.19 318.36 26.52 92.40 European Monetary Union 2552.10 13.00 443.22 79.38 904.19 4.11 420.84 64.11 137.75 73.79 70.28 243.47 29.16 38.19 5711.00 4.70 629.99 77.43 616.73 6.70 749.18 East Asia & Pacific United States Life expectan cy at birth Correlation between life expectancy and the standard of living as measured by the GDP per capita (PPP) is positive 0.65, see the stats table; correlation between GDP per capita and life expectancy is 0.57 (based on the 2005 data from WDI of 2007 The planet Earth in the darkness of the night* * Image source: NASA (http://antwrp.gsfc.nasa.gov/apod/ap001127.html) Issues in GDP computation/comparison Survey of economic activity Self-employed/small businesses Market prices and the government sector Illegal activities Underground economy (shadow sector) Tax compliance Defining legal vs illegal Labor force participation/wages Household vs market setting Equivalence between expenditure and income approaches in GDP computation Circular flaw concept Production of output creates income Income finances consumption of output Labor,capital Input markets Wages,interest,profits Businesses Households prices Output markets output Income = output GDP = GNP NET FOREIGN INCOME NI = GNP depreciation indirect business taxes PI = NI - (Transfer payments from Govt, net nonbusiness interest income) + (Social Insurance tax, corporate retained earnings) DI = PI Personal Taxes See Table 1.7.5 (www.bea.gov) Income approach Disposable Income (in 2004: 8,646.9 billion $) Income that households actually receive Available for consumption and saving Personal Income (in 2004: 9,689.6 billion $) Household income prior to personal taxes and transfers PI= DI + Personal Taxes National Income Summation of factor payments Employment compensation Interest received from private business Profits Rental income NI = PI + (Transfer payments from Govt, net non-business interest income) (Social Insurance tax, corporate retained earnings) Gross National Product GNP = NI + Dep.Allowance + Indirect Business Taxes GDP = GNP - Net Foreign Income Expenditures Approach Personal Consumption Goods Durable Non-durable Services Gross Private Domestic Investment Fixed Investment Non-residential Structure Equipment and software Residential Business Government Spending (all levels) Exports of goods and services Imports of goods and services http://www.bea.gov/bea/dn/nipaweb/TableView.asp?SelectedTable=35&FirstYear=2003&LastYear=2005&Freq=Qtr Table 1.5.5 employment Labor force Labor force participation rate Unemployment Unemployment rate BLS www.bls.gov US statistics Industrydata:ftp://ftp.bls.gov/pub/suppl/empsit.ceseeb3.txt Categorizing unemployment Cyclical Structural Seasonal Frictional More on unemployment Accuracy of unemployment statistics Discouraged worker phenomenon Two surveys Statistics for the US economy For March-July 2003 (seasonally adjusted). Source: BLS Emploment values are in 000's Total nonfarm Employment in 000's Total Employment Total Unemployed Civilian Labor Force Labor Force Participation Rate Unemployment Rate % Labor Force Participation Rate March 130084 1 37348 8445 145793 66. 2 April May June July 130062 137687 8786 146473 66. 4 129986 137487 8998 146485 66. 4 129914 137738 9358 147096 66. 6 129870 137478 9062 146540 66. 2 0.05792459 0.05998375 0.06142608 0.06361832 0.06183977 Discouraged Worker Phenomenon For the month of January 1997 1998 1999 2000 2001 67 67.1 67.3 67.3 67.2 2002 2003 66.4 66.3 Historical unemployment rate in the US inflation Rate of growth of the average of all prices Average price: weighted price Weight represents relative importance of the good Average price converted into index: price index Measuring inflation Consumer Price Index (CPI) www.bls.gov (http://www.bls.gov/news.release/cpi.t01.htm) Producer Price Index (PPI) www.bls.gov Real versus Nominal Measures i= N GDP = i =1 PiQi US Real and Nominal GDP. Source: BEA Real GDP Nominal GDP 1992 6,880.00 6,318.90 1998 8,508.90 8,781.50 1999 8,859.00 9,274.30 2000 2001 2002 9,191.40 9,214.50 9,440.20 9,824.60 10,082.20 10,445.60 Costs of (unanticipated) Inflation Menu Cost Redistribution of Wealth Changes in Standard of Living Inflation and relative prices High inflation tends to be more volatile Increased Uncertainty in Forward Looking Financial Arraignments ImpactontheExchangeRate(PurchasingPrice Parityforinternationallytradedgoods) Growth in Real GDP Recessions in Recent US history: 20 2000-2001: QIII:00 QI:01 QIII:01 15 10 1990-1991: QIV:90 QI:91 5 1981-1982: QIV:81 QI:82 (QIII:82) 0 -5 -10 1974 1980: QII & QIII 1974-1975 1977 1981 1984 1988 1991 1995 1998 2002 2005 QIII:74 QIV74 QI:75 Real Business Cycle - USRealGDP:1974-2006 14,000.00 12,000.00 10,000.00 8,000.00 6,000.00 4,000.00 2,000.00 2006 2004 2002 2000 1998 1996 1994 1992 1990 1988 1986 1984 1982 1980 1978 1976 1974 0.00 Unemployment Rate: 1974-2006 Source: BLS Core Consumer Prices Source: BLS The Business Cycle Glut of goods and subsequent reduction in production Real GDP (per capita) time Recession a period of two or more consecutive quarters of decline in real output Business Cycle Relationship between Output, Employment, and Inflation Causes of inflation Natural unemployment Other sources: monetary policy, currency depreciation, decreases in the supply of resources [oil] . Business Inventories and start of recession Deflation in the costs of production Foreign economy effect Change in confidence This slide merely provides you with some definitions and a basic discussion (for your reading) business cycle, unemployment and inflation Inflation and unemployment are related. Inflation will decline, and even deflation may begin when unemployment rate is above the natural rate of unemployment. In fact, the natural rate of unemployment is defined as the rate of unemployment at which the inflation rate remains constant. Another way of defining the natural rate of unemployment is to simply tie it to the level of real GDP. Natural rate of unemployment is the rate of unemployment that occurs when the real GDP is at its long term trend. Note that at the start of a recession the unemployment rate may still be above the natural rate of unemployment and hence the rate of inflation may continue to increase. Similarly, early in the recovery, unemployment rate remains higher than the natural rate of unemployment which may further reduce inflation. Inflation is dependent on unemployment. If unemployment is high then there is little pressure on prices to go up, but if unemployment is low, then people can bid up prices because they have disposable incomes. There are some additional factors that can change inflation, including currency fluctuations, but that topic will be covered later in the semester when we get to the international finance section. Can future be predicted? Magical art of forecasting Examples of Leading Indicators Average hours work in manufacturing Business inventories New orders for non-defense capital goods Sales tax receipts Stock index (index futures) Construction Employment Residential permits Examples of Coincident Indicators Total Tax Receipts Corporate Income Tax Receipts Average weekly claims for unemployment insurance Examples of Lagging Indicators Unemployment Rate 19 90 19 91 19 92 19 93 19 94 19 95 19 96 19 97 19 98 19 99 20 00 20 01 20 02 20 03 20 04 Real GDP Growth 5 4 3 2 1 0 -1 GDP Grow th in US 1992-2002 7.0 6.5 6.2 6.0 5.9 5.6 5.6 5.1 5.6 5.6 4.9 5.0 4.4 4.3 4.0 4.0 4.1 3.8 3.6 3.6 3.0 3.0 2.7 2.7 2.6 2.4 2.0 1.0 0.3 0.0 1992 1993 1994 1995 1996 1997 Nom inal 1994 Mexican currency crisis Recession in Japan 1998 1999 2000 2001 2002 Real 1997 - Asian financial crisis 1998 Russian currency crisis Slow Growth in Europe 90 19 91 19 92 19 93 19 94 19 95 19 96 19 97 19 98 19 99 20 00 20 01 20 02 20 03 20 04 19 Consumption Spending Growth 6 5 4 3 2 1 0 19 90 19 91 19 92 19 93 19 94 19 95 19 96 19 97 19 98 19 99 20 00 20 01 20 02 20 03 20 04 Gross Domestic Investment Growth 15 10 5 0 -5 -10 Average Growth Rates by Component, 1996-2000 8% 4 Grow th of Components of GDP, 1995-2002 15 10 5 0 1995 1996 1997 1998 1999 2000 2001 -5 -10 -15 Personal Consumption P rivate Investment Exports Imports Government Expenditures 2002 Growth in components of Real GDP, 2000-2003 Seasonally adjusted at annual rates 2 000 2 000 2 000 II I 2 000 III IV 2 001 2 001 2 001 2 001 I II III IV 2 002 2 002 2 002 II I 2 002 III IV 2 003 I 2 003 II GDP 2.6 4.8 0.6 1.1 -0.6 -1.6 -0.3 2.7 5 1.3 4 1.4 1.4 2.4 Consumption 5.3 3 3.8 2.1 2.4 1.4 1.5 6 3.1 1.8 4.2 1.7 2 3.3 17.8 -3.7 8.1 -5.3 11.5 5.3 4.6 33.6 -6.3 2 22.8 -8.2 -2 22.6 Nondurable goods 2.2 4.9 2 2.7 2.3 -0.3 1.3 3.6 7.9 -0.1 1 5.1 6.1 0.1 Services 4.4 3.6 3.9 3.3 0.6 1.5 0.9 2.1 2.9 2.7 2.3 2.2 0.9 1.5 2.3 17.3 -6 -3.4 -19.7 -17.6 -5.2 -17.3 18.2 7.9 3.6 6.3 -5.3 1.3 Fixed investment 13.3 6.7 0.2 -2.4 -2.2 -11.1 -4.3 -8.9 -0.5 -1 -0.3 4.4 -0.1 6.6 Nonresidential 15 10.2 3.5 -3.2 -5.4 -14.5 -6 -10.9 -5.8 -2.4 -0.8 2.3 -4.4 6.9 Structures 13.8 8.2 12.1 3.6 -3.1 -8.4 2.9 -30.1 -14.2 -17.6 -21.4 -9.9 -2.9 4.8 Equipment and soft 15.5 10.9 0.9 -5.4 -6.3 -16.7 -9.2 -2.5 -2.7 3.3 6.7 6.2 -4.8 7.5 8.3 -3 -9.3 0 8.2 -0.5 0.4 -3.5 14.2 2.7 1.1 9.4 10.1 6 Exports 7.7 14.6 11.6 -4 -6 -12.4 -17.3 -9.6 3.5 14.3 4.6 -5.8 -1.3 -3.1 Goods 6.7 16.1 19.5 -7.1 -6.1 -16.1 -18.6 -7.9 -3.4 15.9 4.1 -11.5 1.9 -2.6 10.2 11.2 -5.9 4.4 -6 -2.5 -13.9 -13.8 21.7 10.7 5.9 8 -8 -4.2 I mports 14.7 18.6 13.8 -1.6 -7.9 -6.8 -11.8 -5.3 8.5 22.2 3.3 7.4 -6.2 9.2 Goods 13.7 20.3 13.6 -1.8 -9.2 -9.4 -9.6 -3.3 3.7 27.9 3.4 6.2 -6.7 15.7 Services 20.6 9.6 15.1 -0.5 0.3 8.5 -23.2 -16.5 35.7 -2.1 3.1 13 -4 -17.6 -1.2 4.6 -1 2.9 5.7 5.6 -1.1 10.5 5.6 1.4 2.9 4.6 0.4 7.5 -13.2 16 -7.2 2 9.5 6 1.2 13.5 7.4 7.5 4.3 11 0.7 25.1 -19.9 15 -6.1 4.7 8.3 2.7 4.6 14.3 11.6 7.8 6.9 11 -3.3 44.1 0.3 17.9 -9.2 -2.6 11.8 12 -4.5 12.1 0.4 6.9 -0.3 11.1 8.4 -4.1 Durable goods Gross Priv. Investment Residential Services Gov't expenditures Federal National defense Nondefense Jobless Recovery Seasonally adjusted US unemployment rate Source: BEA Economy of Atlanta in the recession and jobless recovery Source: BLS A side-note: Job recovery in Atlanta Employment changes in 000's in Atlanta and the US during the 18 month period following the recession Source: GSU Economic Forecasting Center Atlanta US weekly Sector w ages 1990-91 2001 1990-91 2001 Manufacturing Local Government Professional and Business services B usiness services Mgmt/Sci/Tech Construction Trade Hospitality Education and Health Transportation Information Other Services 883 672 907 508 1304 818 460 324 704 739 1097 479 11 -3 20 10 1 0 7 8 11 7 8 3 -12 6 21 22 -1 2 0 6 9 -9 -6 18 -274 255 516 396 38 -152 -39 303 567 45 -25 42 -1011 25 -102 81 -3 17 -110 117 607 -97 -240 -10 total 739 79 33 1135 -699 Aggregate Framework GDP = C + I + G + X M Relationship between income (GDP), expenditures and saving Y =C + S Consumption function: C = a + mpc (Y) Autonomous versus induced expenditures a = f (wealth, expectations, real interest, subsistence needs..) Incorporating income and non-income taxes into consumption function Solving for the GDP Multiplier and its role 1 { a mpc(TAX ) + I + G + x m} Y= (1 mpc) Autonomous Expenditures Independent of current income AutonomousConsumption DomesticInvestment Is not a function of current income, but may be a function of future income, expected profitability, relative profitability, interest rate GovernmentSpending Consumption that does not depend on current income but depends on other factors (like future income, confidence, subsistence needs) Function of policy, and hence should not be considered as induced spending Exports Exports tend to be a function of economic condition of the importing country. The wealthier it is, the more likely it is to purchase more Induced Expenditures Function of current income InducedConsumption Consumption that is driven by current income Imports note that imports do depend on the current income level. We will buy more of all goods, domestic or foreign in our incomes increase. Thus, it is an induced expenditure, but we will ignore this in our class and treat it as autonomous! There are also other factors (other than income) that influence imports: relative prices, and hence the exchange rate, preferences) More on the multiplier simple example Consider the following case The level of private consumption spending is 500 million The level of investment is 100 million Current government spending is 100 million Exports: 100 million; Imports: 50 million Given this information we can conclude that the level of the GDP is 750 million. Now imagine that the government wants to increase that level to 800 million. What can the government do? Natural conclusion is to increase the government spending by 50 million to close the gap between the actual and targeted GDP, but that actually is wrong. This ignores the multiplier effect. Assume that the MPC is 0.8, in other words, 80% of the marginal dollar earned is directed into consumption, and hence becomes an income to someone else. In this case, using the math from our previous slides, the multiplier is 1/0.2=5. Thus, an increase in government spending (autonomous expenditures component) will increase the GDP by 5 times the initial change through the multiplication effect. In this case, an increase in government spending of only 10 million to 110 million would suffice. More on the previous example Now consider the example from the previous slide, but assume that the investment level declines by 5 million what will the implication to the GDP will be and what should the government do? Note that investment is an autonomous component, and hence its decline will create a multiplication effect. The total decline will be 25 million, hence the GDP declines to 725 million If the government selects to offset this change in investment spending through government spending, the change would have to be exactly equal to the drop in investment, i.e. 5 million. Note that although this policy will cure the recession caused by the investment decline, it will create another problem, the size of the government sector relative to the private sector has just increased Further complication notethisslidewillnotappearonthe exam Now, lets introduce income taxes. C = a + mpc (Y t Y) Here t represents the income tax rate, the rest of the function is the same The new multiplier is: 1/(1-mpc[1-t]) Note that income tax tends to reduce the multiplier effect as it increases the flow out of the consumption cycle. Income taxes also present a second fiscal policy instrument: change in taxes More complications can be introduced into the model, but as you can see their introduction does not complicate the math of the model Multiplier Dollar spent on domestic consumption becomes an income of domestic workers/capital owners Marginal propensity to consume fraction of the next dollar earned that will be directed into consumption Multiplier = 1 / marginal leakage rate from the consumption stream Extending the demand-supply framework to the economy as a whole: Aggregate Demand Aggregate Supply Model Through the so called wealth effect, recent stock market gains have tended to foster increases in aggregate demand beyond the increases in supply. It is this imbalance that contains the potential seeds of rising inflationary pressures that could undermine the current expansion. Our goal is to extend the expansion by containing its imbalances and avoiding the very recession that would complete the business cycle. -Alan Greenspan, January 13, 2000 Last two US recessions: Recession of 2001: Decline in the Aggregate Demand Recession of 2007-2010: Decline in the Aggregate Demand Stock Market and the Wealth Effect WFE - YTD Monthly 2008 Exchange Americas NASDAQ OMX NYSE Euronext (US) Total May 3,483,629.7 15,071,483.3 56,911,591.1 June 3,174,512.3 14,413,303.1 52,519,954.9 July 3,230,774.5 13,418,169.4 50,338,918.6 August 3,300,155.9 13,567,084.6 48,634,575.2 September 2,903,915.5 13,045,902.7 42,559,050.2 How do such fluctuations in wealth effect the economy? Can the effects be modeled and understood? October 2,453,577.8 10,312,695.0 33,528,240.4 November 2,180,838.4 9,169,946.8 31,131,277.9 December 2,248,976.5 9,208,934.1 32,400,134.7 Aggregate Demand Demand for domestically produced goods and services aggregate across all sectors of the economy (the demand for the Real GDP) AD = C + I + G + x m U.S. Department of Commerce. Bureau of Economic Analysis - Real GDP Constructing AD Framework: Any Demand Aggregate Demand Quantity = f (price, other factors) Quantity of the product Real Output (Real GDP) Price of the product Price Level U.S. Department of Commerce. Bureau of Economic Analysis - Price Level Constructing AD continued Slope: Any Demand Aggregate Demand Income Effect Real Balances Effect Price level changes effect the real value of accumulated savings > changes in Consumption Substitution Effect Open Economy Effect Domestic price level changes change the competitive position of our export/import firms >changes in exports/imports Interest Rate Effect Price level changes cause changes in the interest rate (money supply is assumed to be fixed) > changes consumption/investment Multiplier Effect marginal propensity to consume Determinants of AD factors that shift AD Anything (other than the price level) that will cause changes in the expenditure components of the GDP Examples of Determinants of AD Consumption Confidence (expectations) Wealth tax policy (current stimulus packages) monetary policy don't panic! importance of housing and stock markets give me money! (actually, let me keep my money) make consumption cheaper Investment Expectations monetary policy improve future expected rate of return (stability, tech) reduce the cost of capital Government fiscal policy spend, spend, spend, who cares about tomorrow Exports exchange rate foreign economic conditions (recessions are contagious) do we really need a strong currency? can they afford our goods? Canada and the US Imports exchange rate trade policy Why do we have a jobless recovery today? Need for non-residential investment in job creation U.S. Department of Commerce. Bureau of Economic Analysis - GDP growth How can you explain what is going on with the investment function? How would you incorporate the minimum wage increase into the model at this point? Supply Side Profit Function of a small perfectly competitive firm (self-employed) versus a large firm with labor contracts. Profit = Price x Output Wage x Labor What is the real wage? How does it change? P=10 3 1 2 P=2 4 hr = 8 output 8 hr = 16 output Short - Run Long - Run Nominal Wages move slowly; changes in Nominal Wages fully match output price output prices cause changes in real wages adjustments > Output price changes cause changes in >Output price changes keep real wages real wages constant >>Reductions in demand make workers more expensive, and therefore not profitable to keep Wage rigidity may be due to labor contracts (my wage is independent of your enrollment!) >Input Prices are sticky >>changes in output prices matter > Input Prices are fully flexible >> changes in output prices are irrelevant Inflation does not matter in the long run (do we take into consideration the inflation rates of the 70s and 80s in our decisions today?) In the long term, recessionary pressure translates into deflation In the short term CPI inflation/deflation causes real output changes Long-Run Aggregate Supply Capacity Based Full employment (cyclical = zero) Long Run Equilibrium Corresponds to the expansion path in the business cycle Shifts: Economic development Short-Run Aggregate Supply Fixed input prices Short Run Equilibrium Corresponds to the actual business cycle We are always in the short run equilibrium Shift factors Changes in input costs Changes in input productivities Supply Driven Recession The Oil Crisis of the 1970s Supply side threat with the rising oil prices in 2008 Supply driven recessions are induced by rising input costs or reduced productivity Consequences: Stagflation Correction Time cures all Will redistribute wealth: shares of output value will shift between the input suppliers Rising price of fuel and Deltas labor negotiations in 2007. Government Stabilization Policy Demand Driven Recession Recession of 2001: pull back in investment spending Recession of 2007-2010: pull back in investment/consumption spending The recessions of 2001 and 2007-2010 underscore the importance of asset bubbles The wealth effect of a bubble burst 2008 Exchange Americas NASDAQ OMX NYSE Euronext (US) Total May 3,483,629.7 15,071,483.3 56,911,591.1 June 3,174,512.3 14,413,303.1 52,519,954.9 July 3,230,774.5 13,418,169.4 50,338,918.6 August 3,300,155.9 13,567,084.6 48,634,575.2 September 2,903,915.5 13,045,902.7 42,559,050.2 October 2,453,577.8 10,312,695.0 33,528,240.4 November 2,180,838.4 9,169,946.8 31,131,277.9 December 2,248,976.5 9,208,934.1 32,400,134.7 WFE - YTD Monthly Recessions can be contagious: Canada tends to follow the US business cycle 2000 2009: Correlation between the US and Canadian GDP is 0.55 Consequences: Deflation Real GDP growth rate in 2000 World Bank Development Indicators 2003 Less than 0.6 -0.6 < . < 0.8 0.8 < / <2.1 2.1 < . < 4.2 Over 4.2 No data available Real GDP growth rate in 2001 World Bank Development Indicators 2003 Less than 0.6 -0.6 < . < 0.8 0.8 < / <2.1 2.1 < . < 4.2 Over 4.2 No data available Overheating Short-run equilibrium above the capacity level Demand rise Usually induced by a bubble Aggregate Demand rise in 2000 Through the so called wealth effect, recent stock market gains have tended to foster increases in aggregate demand beyond the increases in supply. It is this imbalance that contains the potential seeds of rising inflationary pressures that could undermine the current expansion. Our goal is to extend the expansion by containing its imbalances and avoiding the very recession that would complete the business cycle. -Alan Greenspan, January 13, 2000 How will each of the following affect the AD-AS diagram? Stock market growth Fiscal expansionary policy Increase in taxes Capital investment Classical View The InvisibleHand logic Flexible Economy Dominated by small firms Recessionary pressure translates into deflation Price mechanism as a corrective tool Rapid price adjustments Says Law: SupplyCreatesItsOwnDemand Keynesian Points Price flexibility is too strong of an assumption Non-flexible input prices in the short-run leading to output adjustments Decline in Expenditures Components of the GDP (Aggregate Demand) The Thrift Paradox Consumption spending and other factors Under-Production as an equilibrium in the shortrun Aggregate Supply Long-Run Classical view Capacity level Long-term Growth Short-Run Fixed input prices Relationship between the price level and the output: CPI and Q equilibrium Long-Run and Short-Run Demand Driven Recession Deflationary pressure Long-run input cost adjustment Possible need for government intervention in the short-run Supply Driven Recession Input cost rise Inflationary pressure Eliminating Recession through Demand Side Policy Fiscal Stabilization Policy Instruments Government Spending Taxes Transfers Budget Ability to be targeted State level Municipality level Drawbacks of Fiscal Expansion note that this is in chapter 30 crowding-out effects [these refer to the replacement of one sector by another, in the case of expansionary fiscal policy, the public sector displaces the private sector] direct [direct provision. GSU reduces the demand for Emory] indirect [this works through the interest rate mechanism, expansionary fiscal policy results in government borrowing, the current tax cut and budget deficit is a perfect example of that, government borrowing may lead to an increase in the interest rates and hence higher costs for private sector investment] open-economy effect [an increase in the interest rate due to government borrowing may cause an influx of foreign investment and therefore drive up the value of domestic currency] Time lags (decision, recognition, effect) Ideally the second exam will be here Monetary Side MONEY Functions of money Medium of exchange Unit of account Store of value Measuring the supply of money (liquidity and transaction principles) M1 Cash, checking accounts, travelers checks M2 M1+savings accounts, CD accounts, money market accounts Money Creation by Banks Creation of money balances by banks Fractional reserve system and lending Money multiplier Potential Actual Regulatory institutions Federal Reserve Bank FDIC Monetary Policy Federal Reserve Bank of the US (Central Bank) Goal of the Policy Influence consumption and investment spending Changetheexchangeratesideeffectmorethanagoal Policy Instruments Open Market Operations Discount Rate Reserve Requirements Policy Operating Targets Federal Funds Rate Weaknesses of the Policy Liquidity trap Recognition/time lags Economic Policy and the Exchange Rate Regime Float Monetary Fiscal Fixed Monetary Fiscal Currency Trade and Exchange Regime (History optional) Floating Exchange Rate Regime Currency Trade by Central Banks (Forward looking instruments optional) Fixed Exchange Rate Regime Does Recent Dollar Depreciation Impact the Trade Deficit with CHINA? Price Stabilization and Fixed Exchange Rate Regime Risk to CB
Find millions of documents on Course Hero - Study Guides, Lecture Notes, Reference Materials, Practice Exams and more. Course Hero has millions of course specific materials providing students with the best way to expand their education.

Below is a small sample set of documents:

SPSU - BIOL - 2107
ECONOMICSwhat is it andwhy study it?Social ScienceEfficiencyHow to increase outputOutput = f (resources, state of production technology)Standard of Living = Income = Output Economic Resources Anything that can be used to produce output can bevie
SPSU - BIOL - 2107
ECON 2105 EXAM INAME (print): _For the following six questions below please state whether the change will cause the US dollara)appreciation (A)b)depreciation (B)c)leave the dollar unaffected (C)Assume that all else is held constant1)Over the co
SPSU - BIOL - 2107
ECO 101EXAM INAME (print): _Some general recommendations. One, please read all answer choices before selecting your answer. Two,when answering supply/demand questions assume that both, the law of demand and the law of supply hold,unless otherwise sta
SPSU - BIOL - 2107
Exam II ECON 2105 Fall 20081)2)3)4)5)6)Consider the following scenario: an individual makes 50,000/year in disposableincome and saves 5,000 of it each year. If next year the income of this individualincreases to 60,000/year and his saving increas
SPSU - BIOL - 2107
Name: _ Class: _ Date: _ID: AExam 1 Study GuideMultiple Choice Identify the choice that best completes the statement or answers the question. _ 1. Which of the following questions is not answered by the decisions that every society must make? a. What d
SPSU - BIOL - 2107
Homework (Extra Credit)NAME: _MIM_Due at the start of the class period on Friday, October 6.Each question will count for 1% of the exam grade and be added to your Exam I grade.1)What was the unemployment rate in the BuffaloNiagaraFallsareain2005?5.3
SPSU - BIOL - 2107
Econ 4401 International EconomicsDeniz CicekUniversity of MinnesotaFall 2009Assignment 1-Answer Key(Maximum Points: 100)Multiple-Choice Questions(Each question is worth 3 points. Explanation is not required)1.The difference between a country's Gr
SPSU - BIOL - 2107
Exam INAME (please PRINT):_MIM_In Questions 1-7: indicate whether the stated event, all else held constant, is expected to lead toappreciation (A), depreciation (B), or no change in the value (C) of the USD1)Increased US tourism to overseas destinati
SPSU - BIOL - 2107
Exam IIPlease mark your answers clearlyNAME (PRINT): _1)Which of the following statements about the US inflation in the 1990s isincorrect?a)broadly defined inflation was relatively low (under 5% in each of theyears)b)inflation was felt at the sa
SPSU - BIOL - 2107
Final Exam ReviewNote these sample questions relate to the material covered since the second exam only.Your final exam will be comprehensive, and you should use both of the exams to reviewthe previously covered material.1)If the marginal propensity t
SPSU - BIOL - 2107
WorldAfghanistanAlbaniaAlgeriaAmerican SamoaAndorraAngolaAntigua and BarbudaArgentinaArmeniaArubaAustraliaAustriaAzerbaijanBahamas, TheBahrainBangladeshBarbadosBelarusBelgiumBelizeBeninBermudaBhutanBoliviaBosnia and HerzegovinaBo
SPSU - BIOL - 2107
Chapter 1Economics:The World AroundYouEconomics, 7th EditionBoyes/MelvinWhy Study Economics? To answer questions like: Why do economies go through cycles? Why are some people unemployed whileothers are able to find jobs? Why do some jobs pay so
SPSU - BIOL - 2107
Chapter 2Choice,Opportunity Costsand SpecializationEconomics, 7th EditionBoyes/MelvinOpportunity Cost Opportunity cost: the value of thehighest-valued alternative that must beforgone when a choice is made. It is theevaluation of a trade-off. Ma
SPSU - BIOL - 2107
Chapter 3Markets, Demandand Supply, and thePrice SystemEconomics, 7th EditionBoyes/MelvinMarkets and Exchange Allocation Systems determine who gets goods andservices and who does not. A market is a place or service that enables buyers andsellers
SPSU - BIOL - 2107
Chapter 4The MarketSystem and thePrivate SectorEconomics, 7th EditionBoyes/MelvinPrivate vs. Public Sectors The private sector is made up of households,businesses, and the international sector. The public sector refers to activity by thevarious
SPSU - BIOL - 2107
Chapter 5The Public SectorEconomics, 7th EditionBoyes/MelvinThe Circular Flow: Households, Firms,Government, and Foreign CountriesCopyright Houghton Mifflin Company. All rights reserved.5|2Adam Smith and Efficiency Everyoneconsumers, firms, resou
SPSU - BIOL - 2107
Chapter 6National IncomeAccountingEconomics, 7th EditionBoyes/MelvinMeasuring Economic Activity After being blind-sided by the Great Depression,policymakers decided that they neededmeasures of economic activity. Simon Kuznets collected and organi
SPSU - BIOL - 2107
Chapter 7An Introductionto the ForeignExchange Marketand the Balanceof PaymentsEconomics, 7th EditionBoyes/MelvinForeign Exchange Foreign ExchangeForeign money, including paper money and bankdeposits that are denominated in foreign currency Fo
SPSU - BIOL - 2107
Chapter 8Unemploymentand InflationEconomics, 7th EditionBoyes/MelvinBusiness Cycles Business Cycle: the pattern of real GDP risingand falling. Recession (Contraction): two or moresuccessive quarters of falling real GDP. Depression: a severe, pro
SPSU - BIOL - 2107
Chapter 9MacroeconomicEquilibrium:AggregateDemand andSupplyEconomics, 7th EditionBoyes/MelvinThe Business Cycles Aggregate demand = total spending in theeconomy at alternative price levels. Aggregate supply = total output of the economyat alte
SPSU - BIOL - 2107
Chapter 10AggregateExpendituresEconomics, 7th EditionBoyes/MelvinUnderstanding the Economy The U.S. economy has experienced elevenrecessions since 1945. In the 1990s and 2000s, the U.S. experiencedthe longest peacetime business-cycle expansionin
SPSU - BIOL - 2107
Chapter 11Income andExpendituresEquilibriumEconomics, 7th EditionBoyes/MelvinEquilibrium In macroeconomics, equilibrium is the level ofincome and expenditures that the economytends to move toward and remain at untilautonomous spending changes.
SPSU - BIOL - 2107
Chapter 12Fiscal PolicyEconomics, 7th EditionBoyes/MelvinFiscal Policy Fiscal policy is a tool that governmentuses to guide the economy. By varying the level of governmentspending, policymakers can affect thelevel of real GDP.Copyright Houghton
SPSU - BIOL - 2107
Chapter 13Money andBankingEconomics, 7th EditionBoyes/MelvinMoney is whatever is generally accepted inexchange for goods and servicesacceptednot as an object to be consumed but as anobject that represents a temporary abode ofpurchasing power to b
SPSU - BIOL - 2107
he Impact of Iraq War on USA EconomyBy;Ishwar GurungFares AlamriHaleel AlanaziI n t r od u ct i onThe true cost of the war.How U.S Government payfor War.Conclusion.T h eT r u eCost of T h eI r aq WarDisability payments.The opportunity cost.P
SPSU - BIOL - 2107
Solutions: Odd Chapter 61.The network model is shown.Atlanta1400Dallas3200Colum bus2000Boston140025000Phila.662123000NewOrleans576.3a.Ham ilton1400Bu tler2200Clerm on t330010500Southern1201512400b.Northwest215
SPSU - BIOL - 2107
HomeworkSet2SolutionsOdd2.9.x2(150,225)200100(150,100)x10100200300-100-2001.2.11x2x1= 100Optimal Solutionx1 = 100, x2 = 50Value of Objecive Function = 750100x2 = 802x1+4x1=400x1010020022. 13.a.B86Feasible Regionco
SPSU - BIOL - 2107
1.9.If a = 3, x = 13 1/3 and profit = 133If a = 4, x = 10 and profit = 100If a = 5, x = 8 and profit = 80If a = 6, x = 6 2/3 and profit = 671.15.a.b.Profit= 100,000x - (1,500,000 + 50,000x)50,000x = 1,500,000x = 30=0Build the luxury boxes.Pr
SPSU - BIOL - 2107
Homework Set 1 Solutions to Odd ProblemsChapter 11.9If a = 3, x = 13 1/3 and profit = 133If a = 4, x = 10 and profit = 100If a = 5, x = 8 and profit = 80If a = 6, x = 6 2/3 and profit = 67Since a is unknown, the actual values of x and profit are no
SPSU - BIOL - 2107
LAPTOP SPECIALIST HIRING AND TRAINING PROGRAMAn Engineering ReportSubmitted to Phoenix Computer CompanybyCharles H. Reilly, Ph.D., CMSPDepartment of Industrial Engineering and Management SystemsUniversity of Central FloridaP.O. Box 162450Orlando,
SPSU - BIOL - 2107
Learning Module 2Learning Objectives1.Obtain an overview of the kinds of problems linear programming has been used to solve.2.Learn how to develop linear programming models for simple problems.3.Be able to identify the special features of a model t
SPSU - BIOL - 2107
8/13/2010IntroductiontoLinearProgrammingPart1TypesoflinearprogrammingmodelsHowtoformulateanLPmodelPropertiesofLPmodelsOptimalsolution,optimalvalueandresourceconsumptionTypicalApplicationsofLPModels Determinetheproductionscheduleorinventorypolicy
SPSU - BIOL - 2107
Learning Module 3: Using the ManagementScientist Software to Solve a Linear ProgrammingProblemLearning Objectives1.Understand how to input an LP formulation in the Management Scientist Software2.Use the Management Scientist software to solve an LP
SPSU - BIOL - 2107
8/13/2010Remindertostudents:Beforeyoustartthelectureprintoutthepdf copyoflectureslidesprovidedtotakenotesonUsingManagementScientisttoSolveanLPMaximize: P(S , D) = 10S + 9D s.t.C.1C.2C.3C.40.7S0.5S1S0.1S+1D+ 0.8333D+ 0.6667D+ 0.25D63060
SPSU - BIOL - 2107
ExampleProblem,2.25InvestmentAnalysis:GeorgeJohnsonrecentlyinheritedalargesumofmoney;hewishestousesomeofthismoneytosetupatrustfundforhischildren.Thetrustfundhastwoinvestments:abondfundandastockfund.Theestimatedreturnsoverthelifeoftheinvestmentare60ort
SPSU - BIOL - 2107
LearningModule5:SolvingandInterpretingLPMsLearning Objectives:1.Interpret the reduced cost in the solution output2.Identify and interpret the slack and surplus variables in the MS software output3.Identify and interpret the significance of binding
SPSU - BIOL - 2107
8/13/2010LearningModule5InterpretationandSensitivityAnalysisofSoftwareSolutionOutputLearningObjectives:Module5 Interpretthereducedcostinthesolutionoutput Identifyandinterprettheslack andsurplus variablesintheMSsoftwareoutput Identifyandinterpretth
SPSU - BIOL - 2107
Learning Module 6: Selected Linear ProgrammingApplicationsLearning Objectives: Understand how to solve selected linear programming applicationsincluding but not limited to:1.Diet Design2Investment Portfolio (2.25)3.Make vs. Buy (3.14)4.Work Sch
SPSU - BIOL - 2107
8/13/2010Module6:LinearProgrammingApplicationsDietDesignInvestmentPortfolio(2.25)Makevs.Buy(3.14)WorkScheduling(4.8)InLiveClassroomDietDesignAstudentwishestodesignthelowestcostdietfromthefollowingbasicfoodgroups:D.VFoodCostX1X2X3X4Brownie
SPSU - BIOL - 2107
Learning Module 6: Selected LinearProgramming ApplicationsLearning Objectives: Understand how to solve selected linear programming applicationsincluding but not limited to:1. Optimizing Cargo Shipping on Ocean Vessel2. Air Conditioner Mfg. Product Mi
SPSU - BIOL - 2107
Learning Module 6: Selected LinearProgramming ApplicationsLearning Objectives: Understand how to solve selected linear programming applicationsincluding but not limited to:1. Optimizing Cargo Shipping on Ocean Vessel2. Air Conditioner Mfg. Product Mi
SPSU - BIOL - 2107
8/13/2010OptimizingCargoShippingAshiphastwocargoholds,oneforeandoneaft.Theforecargoholdhasaweightcapacityof70000poundsandavolumecapacityof30000cubicfeet.Theaftcargoholdhasaweightcapacityof90000poundsandvolumecapacityof40000cubicfeet.Theshipownerhasc
SPSU - BIOL - 2107
LearningModule7:SunkCosts,RelevantCosts&amp;DualityLearning objectives1.Understand the distinction and significance of sunk costs and relevant costs.2.Interpret dual prices for sunk cost and relevant costs.3.Understand the concepts of duality and the
SPSU - BIOL - 2107
Learning Module 7 runs for a total time 56minutes and 22 seconds. The total time isshown on the far right of the play control bar at the very bottom of a lecture slide. Alsoshown is how many minutes you have watched the lecture up until where you are. T
SPSU - BIOL - 2107
LearningModule7SunkCostvs.RelevantCostInterpretationofDualPriceforSunkCostvs.RelevantCostDualityEconomicInterpretationoftheDualProblem/VariablesLearningObjectivesModule7 UnderstandwithinthecontextofanLPMthedistinctionbetweenasunkcostandarelevantc
SPSU - BIOL - 2107
Learning Module 8: Network and DistributionProblemsLearning Objectives1.Be able to identify the special features of the transportation problem.2.Become familiar with the types of problems that can be solved by applying atransportation model.3.Be
SPSU - BIOL - 2107
8/13/2010LearningObjectivesNetworkModelsNetworkRepresentationofLPMsEfficientrepresentationtosimplifyformulationNetworkcomprisesSetofnodesSetofarcsconnectingnodesFunctionsassociatedwitharcsShippingcostsCapacitiesTimetodoworkDistancesNetworkTyp
SPSU - BIOL - 2107
Module 9: Applications of Network ModelsLearning Objectives1.Be able to identify the special features of the transportation problem.2.Become familiar with the types of problems that can be solved by applying atransportation model.3.Be able to deve
SPSU - BIOL - 2107
8/13/2010TransportationProblemSupplyLessthanDemandCleveland i=15000Boston j=16000326Chicago j=24000Bedford i=25000York i=3250052St Louis j=3200045Lexington j=41500TransportationProblemCleveland i=15000Boston j=16000326Chica
SPSU - BIOL - 2107
Learning Module 10: Integer ProgrammingLearning Objectives:1.Be able to recognize the types of situations where integer linear programmingproblem formulations are desirable.2.Know the difference between all-integer and mixed integer linear programmi
SPSU - BIOL - 2107
8/20/2010IntegerProgrammingIPMorILPM LikeLPMsbutwithaddedconstraintthatsomeorallofthedecisionvariablesareintegers.Alsoincludesbinaryorcfw_0,1logicaltypedecisionvariablesTheintegerrequirementaddsaconstraintsotheobjectivefunctionvalueforIPMcannotbeb
SPSU - BIOL - 2107
Learning Module 10: Applications of Integer LinearProgrammingLearning Objectives:1. Understand how ILP can be used to optimize locations for new plantsconstruction2. Understand how ILP can be used to optimize manufacturing operations withset up cost
SPSU - BIOL - 2107
8/21/2010IntegerProgrammingApplicationsNewPlantsConstructionManufacturingwithSetUpCostPlantModernizationCapitalBudgetingNetworkApplicationNewPlantConstructionAcompanyhasamanufacturingplantlocatedinSt.Louiswithanannualcapacityof30Kunits.Therearedis
SPSU - BIOL - 2107
Learning Module 12: Waiting Line ModelsLearning Objectives:1.Be able to identify where waiting line problems occur and realize why it is importantto study these problems.2.Know the difference between single-channel and multiple-channel waiting lines
SPSU - BIOL - 2107
WaitingLineAnalysisa.k.a Queueing TheoryWaiting Line AnalysisLearning Objectives Be able to identify where waiting line problems occurand realize why it is important to study these problems. Know the difference between single-channel andmultiple-ch
SPSU - BIOL - 2107
Learning Module 13: Waiting Line ModelsLearning Objectives:1.Be able to identify where waiting line problems occur and realize why it is importantto study these problems.2.Know the difference between single-channel and multiple-channel waiting lines
SPSU - BIOL - 2107
8/13/2010WaitingLineAnalysisPart2Generalnotation(alsocalledKendallnotation)forclassifyingwaitinglinesA/B/korA/B/k/x/yA probabilitydistributionofarrivalsB probabilitydistributionofservicetimesknumberofchannels(servers)x numberofunitsallowedinthesys
SPSU - BIOL - 2107
Learning Module 14: Simulation ConceptsLearning Objectives1.Understand what simulation is and how it aids in the analysis of a problem.2.Learn why simulation is a significant problem-solving tool.3.Understand the difference between static and dynam
SPSU - BIOL - 2107
Learning Module 12: Simulation AnalysisLearning Objectives1.Understand what simulation is and how it aids in the analysis of a problem.2.Learn why simulation is a significant problem-solving tool.3.Understand the difference between static and dynam
SPSU - BIOL - 2107
8/25/2010IntroductiontoSimulationLearningObjectives Understandwhatsimulationisandhowitaidsintheanalysisofaproblem. Learnwhysimulationisasignificantproblemsolvingtool. Understandthedifferencebetweenstaticanddynamicsimulation. Identifytheimportantro
Purdue - ME - 323
ME 323 Fall 2011 Homework 13 (Assigned 11/28, due 12/5)1.2.3.4.5.