Real vs. Nominal GDP: Nominal GDP is calculated using current year prices, while real GDP is calculated using base year prices.

Size: px
Start display at page:

Download "Real vs. Nominal GDP: Nominal GDP is calculated using current year prices, while real GDP is calculated using base year prices."

Transcription

1 Ecoomics 102 Discussio Hadout Week 6 Sprig 2018 Comparig GDP across coutries: Purchasig Power Parity (PPP) U.S. ad Chia: which coutry has higher GDP i 2017? Comparig GDP across time: Iflatio Adjusted (Real) GDP Real vs. Nomial GDP: Nomial GDP is calculated usig curret year prices, while real GDP is calculated usig base year prices. GDP omial = P i curret year Q i GDP real = P i base year Q i where i s are all categories of goods ad services produced i the ecoomy. Price idex: measures the geeral price level or cost of livig i a ecoomy i a give year t. Commoly used price idices iclude GDP deflator ad Cosumer Price Idex (CPI) GDP deflator = GDP omial GDP real 100 CPI = P curret year i Q i P i base year Q i 100 where i s are from a market basket of cosumer goods ad services purchased by typical households. Uemploymet: the state of actively lookig for employmet but ot beig curretly employed. Uemploymet rate = # uemployed workers # employed workers + # uemployed workers

2 Questio 1 Use the followig iformatio about productio i a small ecoomy to aswer this set of questios. Assume that this ecoomy oly produces Computers, Chips, ad Moitors from its available resources Price of a Computer $500 $500 $600 Quatity of Computers Produced Price of a Chip $10 $15 $10 Quatity of Chips Produced Price of a Moitor $100 $80 $100 Quatity of Moitors Produced a) Calculate the value of omial GDP for 2010, 2011, ad 2012 for the small ecoomy described i the above ad usig 2010 as your base year, calculate the value of real GDP for 2010, 2011, ad 2012 for the small ecoomy described i the above. I ll deote omial GDP ad real GDP as NGDP ad RGDP, respectively. Nomial GDP is the summatio of values of every good. NGDP(2010)=500(Price of a Computer)*20(quatity of Computers)+10(Price of a Chip)*10(Quatity of Chips)+100(Price of a Moitor)*5(Quatity of Moitors)= $10600 NGDP(2011)=500*25+15*20+80*8= $13440 NGDP(2012)=600*30+10*20+100*8= $19000 Real GDP is the summatio of values of every good, usig the prices of base year. RGDP(2010)=500(Price of a Computer i 2010)*20+10(Price of a Chip i 2010)*10+100(Price of a Moitor i 2010)*5= $10600 RGDP(2011)=500(Price of a Computer i 2010)*25+10(Price of a Chip i 2010)*20+100(Price of a Moitor i 2010)*8= $13500 RGDP(2012)=500(Price of a Computer i 2010)*30+10(Price of a Chip i 2010)*20+100(Price of a Moitor i 2010)*8= $16000 b) Calculate the GDP deflator for 2010, 2011, ad 2012 usig the real GDPs calculated i part a). What is the iflatio rate betwee year 2010 ad 2011? (i.e. what is the percetage chage i the GDP deflator?) Betwee 2010 ad 2012? GDP deflator(2010)= {NGDP(2010)/RGDP(2010)}*100=100 GDP deflator(2011)= {NGDP(2011)/RGDP(2011)}*100=99.56 GDP deflator(2012)= {NGDP(2012)/RGDP(2012)}*100= Iflatio rate betwee 2010 ad 2011: {GDP deflator(2011) - GDP deflator(2010)}/ GDP deflator(2010) = 0.44% Iflatio rate betwee 2010 ad 2012:

3 {GDP deflator(2012) - GDP deflator(2010)}/ GDP deflator(2010) = 18.75% c) Calculate the percetage chage i real GDP (we ofte use the term GDP growth rate to deote this) usig 2010 as your base year. percetage chage = 100*(value after the chage value before the chage)/value before the chage percetage chage betwee 2010 ad 2011 =100*(RGDP(2011)-RGDP(2010))/RGDP(2010)=100*( )/10,600=27.36% percetage chage betwee 2011 ad 2012 =100*(RGDP(2012)-RGDP(2011))/RGDP(2011)=100*( )/13500=18.52% d) Solve part c) agai by usig real GDP usig 2012 as your base year. Is there ay differece? RGDP(2010)=600(Price of a Computer i 2012)*20+10(Price of a Chip i 2012)*10+100(Price of a Moitor i 2012)*5= $12600 RGDP(2011)=600(Price of a Computer i 2012)*25+10(Price of a Chip i 2012)*20+100(Price of a Moitor i 2012)*8= $16000 RGDP(2012)=600(Price of a Computer i 2012)*30+10(Price of a Chip i 2012)*20+100(Price of a Moitor i 2012)*8= $19000 percetage chage betwee 2010 ad 2011 =100*(RGDP(2011)-RGDP(2010))/RGDP(2010)=100*( )/12600=26.98% percetage chage betwee 2011 ad 2012 =100*(RGDP(2012)-RGDP(2011))/RGDP(2011)=100*( )/16000=18.75% The percetage chages have chaged. e) Now, assume that Moitors are oly used as itermediate goods for makig Computers. Also, Chips are presumed to be oly used as itermediate goods for makig Moitors. Calculate the omial GDP i this case. The oly fial good i this ecoomy is a Computer. So we should cosider the values of Computers oly for calculatig GDP. NGDP(2010)=500(Price of a Computer)*20(quatity of Computers)= $10000 NGDP(2011)=500*25+15*20+80*8= $12500 NGDP(2012)=600*30+10*20+100*8= $18000 We ca also get the same value by addig value added method. For illustratio, let s calculate omial GDP i Value added of makig Chips = $100 Value added of makig Moitors = value of Moitors value of Chips = = $400

4 Value added of makig Computers = value of Computers value of Moitors = 10, = $9500 NGDP(2010)= = $10000 f) Suppose that the typical household i this ecoomy cosumes a basket of oe computer ad three moitors. Calculate the Cosumer Price Idex (CPI) for each year usig year 2010 as the base year. What is the iflatio rate betwee year 2010 ad 2011? Betwee 2010 ad 2012? Value of basket (2010) = 500(Price of a Computer i 2010)*1+100(Price of a Moitor i 2010)*3 = 800 CPI (2010) = 100, sice 2010 is the base year. Value of basket (2011) = 500(Price of a Computer i 2011)*1+80(Price of a Moitor i 2011)*3 = 740 CPI (2011) = (740/800) *100 = 92.5 Value of basket (2012) = 600(Price of a Computer i 2012)*1+100(Price of a Moitor i 2012)*3 = 900 CPI (2011) = (900/800) *100 = Iflatio rate betwee 2010 ad 2011: {CPI(2011) - CPI(2010)}/ CPI(2010) = 7.5% Iflatio rate betwee 2010 ad 2012: {CPI(2012) - CPI(2010)}/ CPI(2010) = 12.5% g) Suppose that a statisticia uses the CPI calculated i part f) ad the omial GDP data to calculate the real GDP of year What umber will he get? RGDP(2012) = NGDP(2012) CPI(2012) 100 = = 19000*(8/9) = Questio 2 The followig table provides the populatio cesus data for the small pricipality of Sealad populatio 2011 populatio Professioal fortue tellers 4 6 (o average earig $10 per day) Bitcoi traders workig for Sealad Commodity 2 0 Exchage (has bee losig moey for six moths) (seekig job as fortue tellers) Sealad Armed Force members 2 3 (armed with 2 sligshots ad 1 water gu) Wealthy retirees from Lodo 6 5

5 (earig $1000 per day from stock divideds ) Recet graduates from Sealad Uiversity 3 2 (with degrees i surfig) (seekig job as professioal shark huters) Disillusioed uiversity graduates 0 1 (givig up o fidig jobs ad playig video games all day) Priso imates 1 (dead) (held i custody for isultig the price) The Price of Sealad 1 1 (paid $100 per day by the state treasury) Total Populatio What is the uemploymet rate i Sealad i 2010? I 2011? The uemploymet rate is equal to the umber of uemployed people (people who are ot employed but actively seekig jobs) divided by the size of the labor force (employed ad uemployed people). Professioal fortue tellers are employed, earig a wage of $10 per day. Bitcoi traders are employed by Sealad Commodity Exchage, eve though they do t make moey ad are seekig other jobs. Armed force members are either employed or uemployed. They are ot part of the lab or force, as labor force usually oly couts civilias. Retirees are ot part of the labor force. Recet graduates seekig jobs are uemployed. Disillusioed graduates who stop lookig for work are ot part of the labor force. This type of demographic is usually termed discouraged workers, people who drop out of the labor force due to persistet uemploymet. Priso imates are ot part of the labor force. I will argue that the Price of Sealad is employed by the govermet of Sealad, just as the presidet of the Uited States is a employee of the federal govermet. The uemploymet rate i 2010 is thus: The uemploymet rate i 2011 is: 100% = 30% 2 100% = 22.2%

6 Eve though the umber of employed people stay costat at seve, the uemploymet rate has decreased. Questios from Midterm I (#8 o Versio 1,2,3,4,5,6). True or False: Your opportuity cost of takig this course is the cost of the activity you would have chose if you had ot take the course. a. True b. False Use the followig iformatio to aswer the ext FOUR (4) questios. The market for Tesla Roadster is iitially characterized by the followig demad ad supply fuctios, where Q is the quatity of Tesla Roadsters ad P is the price per Tesla Roadster i tes of thousads of U.S. Dollars (P = 1 deotes the price of $10,000): Demad Fuctio for Tesla Roadster: Q D = 300P + 8,900 Supply Fuctio for Tesla Roadster: Q S = 500P 9500 (#19 o Versio 1,3,5 or #28 o Versio 2,4,6). After Space X s Falco Heavy Rocket successfully lauched Elo Musk s ow Tesla Roadster to the Asteroid Belt o Feb. 6, 2018, the demad for Tesla Roadsters skyrocketed ad pushed the equilibrium price to $420,000. How may Tesla Roadsters are sold i the ew equilibrium? a. 2,000 Tesla Roadsters b. 7,500 Tesla Roadsters c. 10,000 Tesla Roadsters d. 11,500 Tesla Roadsters (#20 o Versio 1,3,5 or #29 o Versio 2,4,6). Compared to the origial equilibrium, how may more Tesla Roadsters do cosumers demad if the price stayed at the origial equilibrium level? a. 9,500 more Tesla Roadsters b. 15,200 more Tesla Roadsters c. 17,200 more Tesla Roadsters d. 19,200 more Tesla Roadsters (#21 o Versio 1,3,5 or #30 o Versio 2,4,6). Suppose that after the boost i demad, the prices for Tesla Roadster s major iput compoets hiked sigificatly due to shortage, thus raisig the productio cost of Tesla Roadsters sigificatly. Tesla respoded by cuttig back Roadster productio. If 10,000 Roadsters are sold i the ew equilibrium, what is the equilibrium price?

7 a. $430,000 b. $450,000 c. $470,000 d. $490,000 (#22 o Versio 1,3,5 or #31 o Versio 2,4,6). Compared to the level before the productio cut, the price level above which Tesla will supply positive umber of Roadsters has by. a. Decreased; $60,000 b. Decreased; $80,000 c. Icreased; $60,000 d. Icreased; $80,000

Real vs. Nominal GDP: Nominal GDP is calculated using current year prices, while real GDP is calculated using base year prices.

Real vs. Nominal GDP: Nominal GDP is calculated using current year prices, while real GDP is calculated using base year prices. Ecoomics 102 Discussio Hadout Week 6 Sprig 2018 Comparig GDP across coutries: Purchasig Power Parity (PPP) U.S. ad Chia: which coutry has higher GDP i 2017? Comparig GDP across time: Iflatio Adjusted (Real)

More information

Problem Set 1 Oligopoly, market shares and concentration indexes

Problem Set 1 Oligopoly, market shares and concentration indexes Advaced Idustrial Ecoomics Sprig 2018 Joha Steek 24 March 2018 Problem Set 1 Oligopoly, market shares ad cocetratio idexes This problem set gives you some experiece i workig with formal oligopoly models.

More information

Calculating Approximate PPPs Using the Price Factor Method

Calculating Approximate PPPs Using the Price Factor Method Iteratioal Compariso Program Calculatig Approximate PPPs Usig the Price Factor Method Global Office Operatioal Material Table of Cotets 1. Pros ad cos of the Price Factor Method (PFM)... 3 2. From ex-factory

More information

FINNING UK GENDER PAY GAP REPORT 2017.

FINNING UK GENDER PAY GAP REPORT 2017. FINNING UK GENDER PAY GAP REPORT 2017. Message from Scott Thomso Presidet & CEO Fiig Iteratioal Ic. Fiig globally is committed to buildig a iclusive workplace where ay idividual regardless of ethic backgroud,

More information

1 1 1, ,000 1, , ,000 1, , ,000 1,150

1 1 1, ,000 1, , ,000 1, , ,000 1,150 . Which of the followig $,000 face-value securities has the lowest yield to maturity? A) a 5 percet coupo bod sellig for $,000 B) a 0 percet coupo bod sellig for $,000 C) a 5 percet coupo bod sellig for

More information

A Note on Price and Quantity Competition in Differentiated Oligopolies

A Note on Price and Quantity Competition in Differentiated Oligopolies August 17, 1999 A Note o Price ad Quatity Competitio i Differetiated Oligopolies Joas Häcer Departmet of Ecoomics, Stocholm Uiversity S-106 91 Stocholm, Swede Phoe: +46-8-163049 Fax: +46-8-159482 E-mail:

More information

USING A MAP OF SHORT TERM STATISTICS IN THE PROCESS OF ORGANIZING BUSINESS SURVEYS

USING A MAP OF SHORT TERM STATISTICS IN THE PROCESS OF ORGANIZING BUSINESS SURVEYS Jacek Kowalewski Cetral Statistical Office of olad Statistical Office i ozań USING A MA OF SHORT TERM STATISTICS IN THE ROCESS OF ORGANIZING BUSINESS SURVEYS Short-term statistics (STS) ivolves collectig,

More information

Network Design in the Supply Chain. PowerPoint presentation to accompany Chopra and Meindl Supply Chain Management, 6e

Network Design in the Supply Chain. PowerPoint presentation to accompany Chopra and Meindl Supply Chain Management, 6e 5 Network Desig i the Supply Chai PowerPoit presetatio to accompay Chopra ad Meidl Supply Chai Maagemet, 6e Copyright 2016 Pearso Educatio, Ic. 5 1 Learig Objectives 1. Uderstad the role of etwork desig

More information

Selection of Input-Output Variables in Data Envelopment Analysis - Indian Commercial Banks

Selection of Input-Output Variables in Data Envelopment Analysis - Indian Commercial Banks Selectio of Iput-Output Variables i Data Evelopmet Aalysis - Idia Commercial Baks Subramayam T Departmet of Statistics, Christ Uiversity, Bagalore ABSTRACT Data Evelopmet aalysis is a oparametric method

More information

West Ealing branch closure 22/05/2018. Help and support for personal and business customers

West Ealing branch closure 22/05/2018. Help and support for personal and business customers West Ealig brach closure 22/05/2018 Help ad support for persoal ad busiess customers Facts are correct as at 12/02/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers of

More information

SLIDES. BY. John Loucks. St. Edward s University

SLIDES. BY. John Loucks. St. Edward s University . SLIDES. BY Joh Loucks St. Edward s Uiversity 2014 Cegage Learig. All Rights Reserved. May ot be scaed, copied or duplicated, or posted to a publicly accessible website, i whole or i part. 1 Chapter 17,

More information

Help and support for personal and business customers. Rothesay branch closure 26/06/2018

Help and support for personal and business customers. Rothesay branch closure 26/06/2018 Help ad support for persoal ad busiess customers Rothesay brach closure 26/06/2018 Facts are correct as at 14/02/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers of Rothesay

More information

Research on China s Total Energy Consumption and Energy Structure

Research on China s Total Energy Consumption and Energy Structure Mediterraea Joural of Social Scieces MCSER Publishig Rome-Italy Doi:10.5901/mjss.2013.v49p381 Abstract Research o Chia s Total Eergy Cosumptio ad Eergy Structure Gua Yeqig Associate Professor i College

More information

Simulation-based Switching Algorithm for Inventory Management in a Multi-echelon Supply Chain

Simulation-based Switching Algorithm for Inventory Management in a Multi-echelon Supply Chain Simulatio-based Switchig Algorithm for Ivetory Maagemet i a Multi-echelo Supply Chai GALINA MERKURYEVA (a) ad OLESYA VECHERINSKA (b) Departmet of Modellig ad Simulatio Riga Techical Uiversity 1 Kalku Street,

More information

Costing in Vaccine Planning and Programming

Costing in Vaccine Planning and Programming Costig i Vaccie Plaig ad Programmig This work is licesed uder a Creative Commos Attributio-NoCommercial-ShareAlike Licese. Your use of this material costitutes acceptace of that licese ad the coditios

More information

Statistical Models for Forecasting Petroleum Pump Prices in Kenya

Statistical Models for Forecasting Petroleum Pump Prices in Kenya Ope Sciece Joural of Statistics ad Applicatio 208; 5(3): 58-62 http://www.opescieceolie.com/joural/osjsa ISSN: 238-4950 (Prit); ISSN: 238-4969 (Olie) Statistical Models for Forecastig Petroleum Pump Prices

More information

P Fra Cv. Since this is a zero coupon bond, our formula simplifies to that P=500, n=10, C=1000 and we need to find j. 10

P Fra Cv. Since this is a zero coupon bond, our formula simplifies to that P=500, n=10, C=1000 and we need to find j. 10 Chapter 6 Sectio 1. (F11HW) Yacy purchases a 10 year zero coupo bod for 500 ad will be paid 1000 at ed of 10 years. Calculate the aual effective retur received by Yacy. Solutio: Remember the formula, P

More information

Dartmouth branch closure 11/06/2018. Help and support for personal and business customers

Dartmouth branch closure 11/06/2018. Help and support for personal and business customers Dartmouth brach closure 11/06/2018 Help ad support for persoal ad busiess customers Facts are correct as at 09/03/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers of Dartmouth

More information

Software Engineering

Software Engineering Software Egieerig Backgroud readig The library has copies of the followig book Software Egieerig Ia Sommerville Chapters 1 to 4 give a overview of software egieerig ad the problems it solves SE 2 Software

More information

Penistone branch closure 27/06/2018. Help and support for personal and business customers

Penistone branch closure 27/06/2018. Help and support for personal and business customers Peistoe brach closure 27/06/2018 Help ad support for persoal ad busiess customers Facts are correct as at 09/03/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers of Peistoe

More information

Modified Theory of Constraints Heuristics(MTOCh1) Keeping Complete Shipment as Constraint

Modified Theory of Constraints Heuristics(MTOCh1) Keeping Complete Shipment as Constraint Uiversal Joural of Maagemet 4(12): 670-677, 2016 DOI: 10.13189/ujm.2016.041203 http://www.hrpub.org Modified Theory of Costraits Heuristics(MTOCh1) Keepig Complete Shipmet as Costrait Ajay Gupta Departmet

More information

Help and support for personal and business customers. Lockerbie branch closure 21/06/2018

Help and support for personal and business customers. Lockerbie branch closure 21/06/2018 Help ad support for persoal ad busiess customers Lockerbie brach closure 21/06/2018 Facts are correct as at 14/02/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers of Lockerbie

More information

Help and support for personal and business customers. Saltcoats branch closure 20/06/2018

Help and support for personal and business customers. Saltcoats branch closure 20/06/2018 Help ad support for persoal ad busiess customers Saltcoats brach closure 20/06/2018 Facts are correct as at 14/02/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers of Saltcoats

More information

Totnes branch closure 21/05/2018. Help and support for personal and business customers

Totnes branch closure 21/05/2018. Help and support for personal and business customers Totes brach closure 21/05/2018 Help ad support for persoal ad busiess customers Facts are correct as at 09/03/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers of Totes

More information

Analysis of hybrid manufacturing systems based on additive manufacturing technology

Analysis of hybrid manufacturing systems based on additive manufacturing technology Solid Freeform Fabricatio 2017: Proceedigs of the 28th Aual Iteratioal Solid Freeform Fabricatio Symposium A Additive Maufacturig Coferece Reviewed Paper Aalysis of hybrid maufacturig systems based o additive

More information

Saffron Walden branch closure 18/06/2018. Help and support for personal and business customers

Saffron Walden branch closure 18/06/2018. Help and support for personal and business customers Saffro Walde brach closure 18/06/2018 Help ad support for persoal ad busiess customers Facts are correct as at 13/02/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers of

More information

Chem 155 Spring 2009 Terrill Quiz 1 Page 1 of 6

Chem 155 Spring 2009 Terrill Quiz 1 Page 1 of 6 Chem 55 Sprig 2009 Terrill Quiz Page of 6. Arseic is a toxic metal. The EPA has set a upper limit of 0 ppb of Arseic i drikig water. The expected value i muicipal water is 5 ppb. Your ICP- MS istrumet

More information

Department of Chemistry University of Texas at Austin

Department of Chemistry University of Texas at Austin Electrochemistry Uit Activity Cocetratio of Electrochemical Cells KEY MINI LECTURE CONCENTRATION ELECTROCHEMICAL CELLS Cells are remarkably complex systems. However, we ca uderstad some key characteristics

More information

Help and support for personal and business customers. Duns branch closure 05/06/2018

Help and support for personal and business customers. Duns branch closure 05/06/2018 Help ad support for persoal ad busiess customers Dus brach closure 05/06/2018 Facts are correct as at 13/02/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers of Dus to

More information

Help and support for personal and business customers. North Berwick branch closure 25/06/2018

Help and support for personal and business customers. North Berwick branch closure 25/06/2018 Help ad support for persoal ad busiess customers North Berwick brach closure 25/06/2018 Facts are correct as at 14/02/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers

More information

Mortimer branch closure 25/06/2018. Help and support for personal and business customers

Mortimer branch closure 25/06/2018. Help and support for personal and business customers Mortimer brach closure 25/06/2018 Help ad support for persoal ad busiess customers Facts are correct as at 09/03/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers of Mortimer

More information

Jianqing Chen. Jan Stallaert

Jianqing Chen. Jan Stallaert RESEARCH ARTICLE AN ECONOMIC ANALYSIS OF ONLINE ADVERTISING USING EHAVIORAL TARGETING Jiaqig Che Jidal School of Maagemet, The Uiversity of Texas at Dallas, 8 West Campbell Road, Richardso, TX 758 U.S.A.

More information

A Calculation The Grey Forecasting Method of Maize Productivity In Indonesia

A Calculation The Grey Forecasting Method of Maize Productivity In Indonesia IOSR Joural of Busiess ad Maagemet (IOSR-JBM) e-issn: 2278-487, p-issn: 2319-7668. Volume 20, Issue 9. Ver. III (September. 2018), PP 82-86 www.iosrjourals.org A Calculatio The Grey Forecastig Method of

More information

Life Cycle Costing Simple Interest: 1.2. Compound Interest:

Life Cycle Costing Simple Interest: 1.2. Compound Interest: Life Cycle Costig Egieerig ecoomy is the applicatio of ecoomic factors ad criteria to evaluate alteratives, cosiderig the time value of moey. The egieerig ecoomy study ivolves computig a specific ecoomic

More information

CS/ECE 715 Spring 2004 Homework 6 Solution(Due date: April 1)

CS/ECE 715 Spring 2004 Homework 6 Solution(Due date: April 1) CS/ECE 715 Sprig 004 Homework 6 Solutio(Due date: April 1) Problem 1. A commuicatio lik provides 1 Mbps for commuicatios betwee the earth ad the moo. The lik seds color images from the moo. Each image

More information

Littlehampton branch closure 06/06/2018. Help and support for personal and business customers

Littlehampton branch closure 06/06/2018. Help and support for personal and business customers Littlehampto brach closure 06/06/2018 Help ad support for persoal ad busiess customers Facts are correct as at 09/02/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers of

More information

Intermediate Microeconomic Theory: ECON 251:21 Introduction. Introduction

Intermediate Microeconomic Theory: ECON 251:21 Introduction. Introduction Itermediate Microecoomic Theory: ECON 25:2 What is Microecoomics? Based o what you have doe i the course o to Ecoomics, it is the allocatio of scarce resource amog ecoomic agets: cosumers, firms, ad the

More information

Billingshurst branch closure 30/05/2018. Help and support for personal and business customers

Billingshurst branch closure 30/05/2018. Help and support for personal and business customers Billigshurst brach closure 30/05/2018 Help ad support for persoal ad busiess customers Facts are correct as at 06/02/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers of

More information

The Impact of Aggregating Benefit and Cost Criteria in Four MCDA Methods by Evangelos Triantaphyllou and Khalid Baig

The Impact of Aggregating Benefit and Cost Criteria in Four MCDA Methods by Evangelos Triantaphyllou and Khalid Baig 1 Complete Referece for this article: Triataphyllou, E., ad K. Baig, (2004), The Impact of Aggregatig Beefit ad Cost Criteria i Four MCDA Methods, IEEE Trasactios o Egieerig Maagemet, Vol. xx, No. xx,

More information

The Role of Personal Exchange in China s Market Transformation: A Case of Wenzhou Merchants

The Role of Personal Exchange in China s Market Transformation: A Case of Wenzhou Merchants The Role of Persoal Exchage i Chia s Market Trasformatio: A Case of Wezhou Merchats Coferece o Istitutios, Istitutio Aalysis, ad Chia s Ecoomic Trasformatio IDE-JETRO Dig Ke Ke_Dig@ide.go.jp Prevailig

More information

BaanERP Distribution Item Sales Data

BaanERP Distribution Item Sales Data BaaERP Distributio Module Procedure UP028A US Documetiformatio Documet Documet code : UP028A US Documet group : User Documetatio Documet title : Editio : A Date : May 1998 Copyright 1998 Baa Developmet

More information

P Fra Cv. Since this is a zero coupon bond, our formula simplifies to that P=500, n=10, C=1000 and we need to find j. 10

P Fra Cv. Since this is a zero coupon bond, our formula simplifies to that P=500, n=10, C=1000 and we need to find j. 10 Chapter 6 Sectio 1. Haie purchases a 10 year zero coupo bod for 500 ad will be paid 1000 at ed of 10 years. Calculate the aual effective retur received by Haie. Solutio: Remember the formula, P Fra Cv.

More information

REPORT. PIHCsnohomish.org/WorkWell

REPORT. PIHCsnohomish.org/WorkWell 2016 REPORT PIHCsohomish.org/WorkWell Sohomish Couty Employers The Full Cost of Health Ecoomic Burde ad Impacts Report for Sohomish Couty Employers is a first-of-its-kid report producig a ever-before-see

More information

A THREE-PHASE MULTICRITERIA METHOD TO THE SUPPLIER SELECTION PROBLEM

A THREE-PHASE MULTICRITERIA METHOD TO THE SUPPLIER SELECTION PROBLEM Iteratioal Joural of Idustrial Egieerig, 5(2), 95-20, 2008. A THREE-PHASE MULTICRITERIA METHOD TO THE SUPPLIER SELECTION PROBLEM A. Medoza, E. Satiago, ad A. Ravi Ravidra Departmet of Idustrial ad Maufacturig

More information

Asian Economic and Financial Review

Asian Economic and Financial Review Asia Ecoomic ad Fiacial Review oural homepage: http://aessweb.com/oural-detail.php?id=5002 ESTIMATION OF URBAN-RURAL EXPENDITURE AND HOUSEHOLD SIZE ELASTICITIES OF FOOD ITEMS IN PAKISTAN:- EVIDENCE FROM

More information

Richmond Yorks branch closure 12/06/2018. Help and support for personal and business customers

Richmond Yorks branch closure 12/06/2018. Help and support for personal and business customers Richmod Yorks brach closure 12/06/2018 Help ad support for persoal ad busiess customers Facts are correct as at 09/03/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers

More information

ORACLE COMMERCE CLOUD INTRODUCTION TO PROMOTIONS

ORACLE COMMERCE CLOUD INTRODUCTION TO PROMOTIONS ORACLE COMMERCE CLOUD INTRODUCTION TO PROMOTIONS INTRODUCTION Oracle Commerce Cloud makes it easy to create ad maage promotios, but we kow it takes more coordiatio creativity aalytical kow-how to deliver

More information

CHAPTER 15 SAMPLING THEORY. Copyright -The Institute of Chartered Accountants of India

CHAPTER 15 SAMPLING THEORY. Copyright -The Institute of Chartered Accountants of India CHAPTER 15 SAMPLING THEORY SAMPLING THEORY LEARNING OBJECTIVES I this chapter the studet will learu Differet procedure of samplig which will be the best represetative of the populatio; u u The cocept of

More information

Original Research Article Response of Poultry Agribusiness Risk to Financial Fragility and Macroeconomic Shocks in Nigeria ( )

Original Research Article Response of Poultry Agribusiness Risk to Financial Fragility and Macroeconomic Shocks in Nigeria ( ) DOI: DOI: 10.2478/ats-2013-0003 AGRICULTURA TROPICA ET SUBTROPICA, 46/1, 16-22, 2013 Origial Research Article Respose of Poultry Agribusiess Risk to Fiacial Fragility ad Macroecoomic Shocks i Nigeria (2004-2009)

More information

Page 1 of 23. Approved by the Resolution of the Management Board No 126/32/17 of May 23rd effective as of May 31st 2017

Page 1 of 23. Approved by the Resolution of the Management Board No 126/32/17 of May 23rd effective as of May 31st 2017 Detailed Tradig ad Clearig Rules for CHP property rights to certificates of origi for electricity geerated i high- efficiecy combied heat ad power uits Approved by the Resolutio of the Maagemet Board No

More information

Baan Manufacturing Routing

Baan Manufacturing Routing Baa Maufacturig Routig Module Procedure UP089A US Documetiformatio Documet Documet code : UP089A US Documet group : User Documetatio Documet title : Routig Editio : A Date : July 1998 Copyright 1998 Baa

More information

Comparison of Bootstrap-Estimated and Half Sample- Estimated Kolmogorov-Smirnov Test Statistics

Comparison of Bootstrap-Estimated and Half Sample- Estimated Kolmogorov-Smirnov Test Statistics EUROPEAN ACADEMIC RESEARCH Vol. II, Issue 8/ November 2014 ISSN 2286-4822 www.euacademic.org Impact Factor: 3.1 (UIF) DRJI Value: 5.9 (B+) Compariso of Bootstrap-Estimated ad Half Sample- Estimated Kolmogorov-Smirov

More information

Myopic Loss Aversion in Investment Behavior

Myopic Loss Aversion in Investment Behavior Myopic Loss Aversio i Ivestmet Behavior I 1997, Richard Thaler, Daiel Kahema, Amos Tversky, ad Ala Schwartz ivestigated the effect of myopic loss aversio o ivestmet behavior. Nearly two decades later,

More information

e-profit Monitor Analysis

e-profit Monitor Analysis Aimal & Grasslad Research ad Iovatio Programme Teagasc e-profit Moitor Aalysis Drystock Farms 2016 e-profit Moitor Aalysis Drystock Farms 2016 Teagasc e-profit Moitor Aalysis Drystock Farms 2016 Authors

More information

Giving away the store: How the zero price constraint results in fewer add-on features

Giving away the store: How the zero price constraint results in fewer add-on features Uiversity of Nebraska at Omaha DigitalCommos@UNO Ecoomics Faculty Publicatios Departmet of Ecoomics 6-11-2016 Givig away the store: How the zero price costrait results i fewer add-o features Be O. Smith

More information

GEORGIA DEPARTMENT OF EDUCATION (GDOE) Administrative Technology Division. FY 2017 CPI Data Collection Data File Layout

GEORGIA DEPARTMENT OF EDUCATION (GDOE) Administrative Technology Division. FY 2017 CPI Data Collection Data File Layout GEORGIA DEPARTMENT OF EDUCATION (GDOE) Admiistrative Techology Divisio FY 2017 CPI Data Collectio Data File Layout Documet Revisio Updates DATA ELEMENTS AFFECTED COMMENTS REVISION DATE 07/29/2016 N/A Aual

More information

OUTLIERS AND SOME NON-TRADITIONAL MEASURES OF LOCATION IN ANALYSIS OF WAGES

OUTLIERS AND SOME NON-TRADITIONAL MEASURES OF LOCATION IN ANALYSIS OF WAGES Europea Scietific Joural September 0 /SPECIAL/ editio Vol. ISSN: 857 788 (Prit) e - ISSN 857-73 OUTLIERS AND SOME NON-TRADITIONAL MEASURES OF LOCATION IN ANALYSIS OF WAGES Mila Terek, Prof., PhD Matúš

More information

Transshipment LP Model for Minimizing the Utility Cost in a Heat Exchanger Network

Transshipment LP Model for Minimizing the Utility Cost in a Heat Exchanger Network Trasshipet LP Model for Miiizig the Utility ost i a eat Exchager Networ Niolaos V. ahiidis ad Igacio E. Grossa Departet of heical Egieerig aregie Mello Uiversity 1. Proble tateet Give is a process that

More information

A Study on Cost Analysis of a Multi Server Fuzzy Queueing- Inventory Model With Waiting and Service Costs

A Study on Cost Analysis of a Multi Server Fuzzy Queueing- Inventory Model With Waiting and Service Costs Iteratioal Joural of Pure ad Applied Mathematics Volume 7 No. 07, 07-5 ISSN: 3-8080 prited versio; ISSN: 34-3395 o-lie versio url: http://www.ijpam.eu ijpam.eu A Study o Cost Aalysis of a Multi Server

More information

Micro Data Analysis of the Living Standards and Inequalities in Dar Es Salaam

Micro Data Analysis of the Living Standards and Inequalities in Dar Es Salaam Micro Data Aalysis of the Livig Stadards ad Iequalities i Dar Es Salaam Satoru KANOH ) & Nobuyui YASUI 2) This article ivestigates the chage i the livig stadards ad iequalities i Dar Es Salaam. Two publicly

More information

Design of Single Acceptance Sampling Plan Using Maximum Allowable Proportion Defective (MAPD) and Producer s Allowable Risk (PAR)

Design of Single Acceptance Sampling Plan Using Maximum Allowable Proportion Defective (MAPD) and Producer s Allowable Risk (PAR) Desig of Sigle Acceptace Samplig Pla Usig Maximum Allowable Proportio Defective (MAPD) ad Producer s Allowable Risk (PAR) Edokpa Idemudia Waziri 1* ad Oduayo J. Braimah 2 1 Departmet of Mathematics/Statistics,

More information

Application form to become a member of

Application form to become a member of Applicatio form to become a member of INTERNATIONAL Completig your applicatio Guidace otes Use these otes to help you complete the form. Please complete all sectios. The iformatio that you provide will

More information

The Role of Internal and External Reference Perspectives in Efficiency Wage Models: A Note

The Role of Internal and External Reference Perspectives in Efficiency Wage Models: A Note ömmföäflsäafaäsflassflassf ffffffffffffffffffffffffffffffffffff Discussio Papers The Role of Iteral ad Exteral Referece Perspecties i Efficiecy Wage Models: A Note Erkki Koskela Uiersity of Helsiki, RUESG

More information

Kheder Alaghi Dept. of Accounting, Armenia State Agrarian University, Armenia

Kheder Alaghi Dept. of Accounting, Armenia State Agrarian University, Armenia ISSN : 2330-9519 (Olie) ISSN : 2231-2463 (Prit) Operatig Profit ad Capital Productivity Idexes Kheder Alaghi Dept. of Accoutig, Armeia State Agraria Uiversity, Armeia Abstract The mai purpose of this research

More information

Custom Manufacturing Solutions

Custom Manufacturing Solutions Cao Virgiia, Ic. Custom Maufacturig Solutios CONTRACT MANUFACTURING REVERSE LOGISTICS MOLD MAKING Cao Put our good ame to work for yours. C-a--o-. Five letters that are syoymous with quality the world

More information

Author s Accepted Manuscript

Author s Accepted Manuscript Author s Accepted Mauscript Asymmetric Globalizatio ad Specializatio Cheg-Te Lee, Deg-Shig Huag www.elsevier.com PII: DOI: Referece: S59-567326-X http://dx.doi.org/.6/j.iref.27.3. REVECO396 To appear i:

More information

BaanErp5.0b Manufacturing Product Configuration (PCF)

BaanErp5.0b Manufacturing Product Configuration (PCF) BaaErp5.0b Maufacturig Product Cofiguratio (PCF) Fuctioal Release Iformatio P3096A US Documetiformatio Documet Documet code : P3096A US Documet group : Product Iformatio Documet title : Product Cofiguratio

More information

Evaluation of Mechanistic Properties of Hot-Mix Asphalt Containing Recycled Shingles (RAS)

Evaluation of Mechanistic Properties of Hot-Mix Asphalt Containing Recycled Shingles (RAS) Evaluatio of Mechaistic Properties of Hot-Mix Asphalt Cotaiig Recycled Shigles (RAS) NESMEA Coferece - October 19, 2016 Michael Maher Ludomir Uzarowski Gree Pavemet Techologies - Overview Gree pavemet

More information

Workforce Readiness in the Unconventional Energy Supply Chain

Workforce Readiness in the Unconventional Energy Supply Chain Workforce Readiess i the Ucovetioal Eergy Supply Chai Webiar: Jobs & Workforce Developmet i Ohio's Shale Idustry Cosortium for Eergy, Eviromet & the Ecoomy Ohio Uiversity Voiovich School of Leadership

More information

LOGISTIC FUNCTION AND ARCUS TANGENT. 1. Introduction

LOGISTIC FUNCTION AND ARCUS TANGENT. 1. Introduction Piotr Diestrzaski (Wrocaw) LOGISTIC FUNCTION AND ARCUS TANGENT Abstract. The paper presets some deliberatios o approimatio methods used i describig certai pheomea o the basis of logistic fuctio. A attempt

More information

Everybody Reads The Batavian

Everybody Reads The Batavian Everybody Reads The Batavia The Batavia is the local ews site that more people visit everyday. We were very impressed with the respose we received for a special sale we ra recetly. We polled our customers

More information

Profit Monitor Analysis Dairy Farms 2016

Profit Monitor Analysis Dairy Farms 2016 Aimal & Grasslad Research ad Iovatio Programme Teagasc Profit Moitor Aalysis Dairy Farms 2016 Profit Moitor Aalysis Dairy Farms 2016 Profit Moitor Aalysis Dairy Farms 2016 Teagasc Profit Moitor Aalysis

More information

Symons Valley Community Plan (ASP) Sage Hill Amendment

Symons Valley Community Plan (ASP) Sage Hill Amendment Symos Valley Commuity Pla (ASP) Sage Hill Amedmet Today we are here to share iformatio about proposed amedmets to the Sage Hill locatio of the Symos Valley Commuity Pla, aswer your questios ad collect

More information

Premium Ad Positions - Limited Availability

Premium Ad Positions - Limited Availability Itroductory Prices Premium Ad Positios - Limited Availability Box Ad: 250x250 Top Wide Baer 630x100 2 positios rotatig / Top Right Baer 300x100 1 busiess $300 Marquee Tile, left 300x100 2 busiesses Featured

More information

Alfabet User Group 2015 Workstream Results. Technical Architecture Best Practices with Alfabet. April 21-22, 2015 Chicago

Alfabet User Group 2015 Workstream Results. Technical Architecture Best Practices with Alfabet. April 21-22, 2015 Chicago Alfabet User Group 205 Workstream Results Techical Architecture Best Practices with Alfabet April 2-22, 205 Chicago 205 Software AG. All rights reserved. Discussio Poits April 2-22, 205 Chicago 205 Software

More information

POLICE RESPONSE MENTAL ILLNESS. Improving. Report from the March 2016 IACP Symposium

POLICE RESPONSE MENTAL ILLNESS. Improving. Report from the March 2016 IACP Symposium Improvig POLICE RESPONSE to Persos Affected by MENTAL ILLNESS IACP s Oe Mid Campaig Crisis Itervetio Team (CIT) Respos Model Partership Focused MHFA for Public Safety De-escalatio Techiques Metal Health

More information

Pricing of Complementary Goods and Network Effects*

Pricing of Complementary Goods and Network Effects* Pricig of omplemetary Goods ad Network Effects* Jue 2003 Nicholas Ecoomides** ad V. ria Viard*** Abstract We discuss the case of a moopolist of a base good i the presece of complemetary goods provided

More information

INNOVATION AND ECONOMIC DYNAMICS

INNOVATION AND ECONOMIC DYNAMICS 6.54.9 INNOVATION AND ECONOMIC DYNAMICS Walter G. Park Departmet of Ecoomics, America Uiversity, USA Keywords: Iovatio, Research ad Developmet (R&D), Market Power, Subsidies, Patet Rights, Imitatio, ad

More information

CHAPTER 8: CONFIDENCE INTERVAL ESTIMATES for Means and Proportions

CHAPTER 8: CONFIDENCE INTERVAL ESTIMATES for Means and Proportions CHAPTER 8: CONFIDENCE INTERVAL ESTIMATES for Meas ad Proportios Itroductio: We wat to kow the value of a parameter for a populatio. We do t kow the value of this parameter for the etire populatio because

More information

Development Rate Monitoring (DRM)

Development Rate Monitoring (DRM) MCEE 505 Lithography Materials ad Processes Page 1 of 5 Developmet Rate Moitorig (DRM) Microelectroic Egieerig 1. OBJECTIVE The objective of this experimet is to uderstad ad characterize the developmet

More information

ANGUSJournal. March 2013

ANGUSJournal. March 2013 206 ANGUSJoural More Climate Chage Comig Be aware beef productio may chage, too. by Barb Baylor Aderso G lobal climate chage talk has bee aroud for years, but the 2012 drought may have provided just eough

More information

NBER WORKING PAPER SERIES TRADABILITY, PRODUCTIVITY, AND UNDERSTANDING INTERNATIONAL ECONOMIC INTEGRATION. Paul R. Bergin Reuven Glick

NBER WORKING PAPER SERIES TRADABILITY, PRODUCTIVITY, AND UNDERSTANDING INTERNATIONAL ECONOMIC INTEGRATION. Paul R. Bergin Reuven Glick NBER WORKING PAPER SERIES TRADABILITY, PRODUCTIVITY, AND UNDERSTANDING INTERNATIONAL ECONOMIC INTEGRATION Paul R. Bergi Reuve Glick Workig Paper 637 http://www.ber.org/papers/w637 NATIONAL BUREAU OF ECONOMIC

More information

Metropolitan Cities s Waste Transportation Model

Metropolitan Cities s Waste Transportation Model Available olie at www.sciecedirect.com Procedia - Social ad Behavioral Scieces 65 ( 0 ) 046 053 Iteratioal Cogress o Iterdiscipliary Busiess ad Social Sciece 0 (ICIBSoS 0) Metropolita Cities s Waste Trasportatio

More information

Research on the Relation between Investment in Industrial Pollution Control and Economic Growth in Xinjiang

Research on the Relation between Investment in Industrial Pollution Control and Economic Growth in Xinjiang Frotiers i Evirometal Egieerig (FIEE) Volume 5, 206 doi: 0.4355/fiee.206.05.007 Research o the Relatio betwee Ivestmet i Idustrial Pollutio Cotrol ad Ecoomic Growth i Xiiag Gao Yag The Cetral Asia Ecoomic

More information

EXPERIMENT 1. FASCINATING CHEMICAL PHENOMENA rev 7/09

EXPERIMENT 1. FASCINATING CHEMICAL PHENOMENA rev 7/09 EXPERIMET 1 FASIATIG EMIAL PEMEA rev 7/09 GAL This experimet uses several iterestig systems to itroduce you to the lab ad procedures for recordig ad reportig lab iformatio. ITRDUTI The followig chemical

More information

Appraisal of Agriculture Production Efficiency in Shandong Province Based on Data Envelopment Analysis

Appraisal of Agriculture Production Efficiency in Shandong Province Based on Data Envelopment Analysis Iteratioal Joural of Maagerial Studies ad Research (IJMSR) Volume 3, Issue 1, Jauary 2015, PP 12-17 ISSN 2349-0330 (Prit) & ISSN 2349-0349 (Olie) www.arcjourals.org Appraisal of Agriculture Productio Efficiecy

More information

Run Length Distribution of Synthetic Double Sampling Chart

Run Length Distribution of Synthetic Double Sampling Chart Iteratioal Joural of Applied Egieerig Research ISSN 97-456 Volume, Number 4 (7) pp 468-47 Research Idia Publicatios http://wwwripublicatiocom Ru egth Distributio of Sythetic Double Samplig Chart You Huay

More information

Data & Climate smart for Smallholders & Energy Access Assessment

Data & Climate smart for Smallholders & Energy Access Assessment Latest Treds i the Gree Fiace Sector Data & Climate smart for Smallholders & Eergy Access Assessmet e-mfp traiigs: Gree Iclusive & Climate Smart Fiace Actio Group 14/11/2018, Luxembourg Dr. Natalia Realpe

More information

Coupling Model of Energy Flow and Material Flow in SKS Lead Smelting

Coupling Model of Energy Flow and Material Flow in SKS Lead Smelting Sed Orders for Reprits to reprits@bethamsciece.ae The Ope Materials Sciece Joural, 2014, 8, 131-135 131 Ope Access Couplig Model of Eergy Flow ad Material Flow i SKS Lead Smeltig Hogcai Wag *, Zhagmig

More information

NATIONAL OPEN UNIVERSITY OF NIGERIA

NATIONAL OPEN UNIVERSITY OF NIGERIA NATIONAL OPEN UNIVERSITY OF NIGERIA SCHOOL OF SCIENCE AND TECHNOLOGY COURSE CODE: DAM363 COURSE TITLE: COURSE GUIDE COURSE GUIDE DAM363 Course Team Fagbamila Olaita (Developer/Writer) Dr. Bakole Abiola

More information

Evaluation of Cost Efficiency in Finnish Electricity Distribution

Evaluation of Cost Efficiency in Finnish Electricity Distribution Jue 4, 2002 Evaluatio of Cost Efficiecy i Fiish Electricity Distributio Pekka Korhoe ad Mikko Syrjäe (May 2002) Helsiki School of Ecoomics P.O. Box 1210, 00101 Helsiki, FINLAND Tel. +358-9-431 31, Fax.

More information

Access Pricing Under Imperfect Competition 1

Access Pricing Under Imperfect Competition 1 REVEW OF ECONOMC PERSPECTVES NÁRODOHOSPODÁŘSKÝ OBZOR, VOL. 1, SSUE 1, 01, pp. 41, DO: 10.478/v10135-01-000-x Access Pricig Uder mperfect Competitio 1 M. Burak Oemli Abstract: The study ivestigates optimal

More information

Analysis of Software Cost Estimation using COCOMO II

Analysis of Software Cost Estimation using COCOMO II Iteratioal Joural of Scietific & Egieerig Research Volume 2, Issue 6, Jue-2011 1 ISSN 2229-18 Aalysis of Software Cost Estimatio usig COCOMO II T.N.Sharma Abstract - COCOMO II is a objective cost model

More information

Production Order Costing

Production Order Costing BaaERP 5.0c Maufacturig Productio Order Costig Module Procedure UP127A US Documetiformatio Documet Documet code : UP127A US Documet group : User Documetatio Documet title : Productio Order Costig Applicatio/Package

More information

An Inventory Model of Deteriorating Items under Inflation and Discount Rate with Power Demand and Time Dependent Holding Cost

An Inventory Model of Deteriorating Items under Inflation and Discount Rate with Power Demand and Time Dependent Holding Cost A Ivetory Model of Deterioratig Items uder Iflatio ad Discout Rate with Power Demad ad Time Depedet Holdig Cost Pooja D. Khatri, U.B.Gothi Assistat Professor, K.S. School of Busiess Maagemet, Gujarat Uiversity,

More information

CE Supplementary Notes for Open Channel Flow

CE Supplementary Notes for Open Channel Flow CE 40450 upplemetary Notes or Ope Chael Flow 10.5 Gradually Varyig Flow Flow quatities, depths, ad bed slopes are ot always costat. Chages are cotrolled by two competig actors: gravitatioal eergy added

More information

e-profit Monitor Analysis Drystock Farms 2015

e-profit Monitor Analysis Drystock Farms 2015 Aimal & Grasslad Research ad Iovatio Programme Teagasc e-profit Moitor Aalysis Drystock Farms 2015 e-profit Moitor Aalysis Drystock Farms 2015 Teagasc e-profit Moitor Aalysis Drystock Farms 2015 Authors

More information

The Brakey Energy Advantage: A One-Stop Resource with Unmatched Expertise

The Brakey Energy Advantage: A One-Stop Resource with Unmatched Expertise Helpig Ohio Compaies Cut Eergy Costs Sice 1999 The Brakey Eergy Advatage: A Oe-Stop Resource with Umatched Expertise Eergy is oe of the most sigificat ad most complex factors i the profitability of Ohio

More information

A Note on the Reliability Tests of Estimates from ARMS Data

A Note on the Reliability Tests of Estimates from ARMS Data A Note o the Reliability Tests of Estimates from ARMS Data C. S. Kim, C. Hallaha, W. Lidamood, G. Schaible, ad J. Paye USDA uses the cocept of publish-ability rather tha statistical reliability of a estimate

More information

Equilibrium concentration of interstitial atoms

Equilibrium concentration of interstitial atoms Equilibrium cocetratio of iterstitial atoms may metals, especially i trasitio metals, iterstitial atoms such as carbo, itroge, oxyge, hydroge ca be preset up to a certai extet depedig o the metal. There

More information