Constructing and updating a cost-of-living index for the purpose of ensuring purchasing power parity of the remuneration of expatriate officials
|
|
- Alisha Hodges
- 6 years ago
- Views:
Transcription
1 Int. Statstcal Inst.: Proc. 58th World Statstcal Congress, 2011, Dubln (Sesson CPS062) p.5485 Constructng and updatng a cost-of-lvng ndex for the purpose of ensurng purchasng power party of the remuneraton of expatrate offcals Dr. Yansaneh, Ibrahm S. Internatonal Cvl Servce Commsson, Unted Natons 2 Unted Natons Plaza, 10 th Floor New York, NY 10017, USA E-mal: yansaneh@un.org Mr. Pagan, Roberto Internatonal Cvl Servce Commsson, Unted Natons 2 Unted Natons Plaza, 10 th Floor New York, NY 10017, USA E-mal: pagan@un.org Introducton The post adjustment system (PAS) refers to the set of rules and procedures governng the remuneraton of offcals of the Unted Natons (UN) system. Its overall goal s to equalze the purchasng power of the remuneraton of UN offcals servng n varous locatons around the world wth the salares of ther counterparts n New York, whch s the base of the system. It s desgned to reflect the nternatonal character of the UN staff populaton and to be robust enough to be applcable to 200-odd duty statons wth wdely varyng levels of general economc development, stablty of such economc ndcators as nflaton and exchange rates of local currences relatve to the US Dollar; as well as the number, composton, and turnover of staff. Duty statons that are smlar to the base of the system n terms of soco-economc development, typcally n North Amerca and Europe, are classfed as Group I duty statons. Those n the rest of the world, are classfed as Group II duty statons. (See the dstrbuton of the UN staff below). Dstrbuton of target staff populaton by regon and type of duty staton As of 31 December 2009 Type of duty staton Regon Group I Group II Total Afrca - 7,193 7,193 Asa 112 3,682 3,794 Australa and Oceana Europe 11, ,525 North Amerca 5, ,663 South Amerca and the Carbbean - 1,344 1,344 Total 16,812 13,023 29,835
2 Int. Statstcal Inst.: Proc. 58th World Statstcal Congress, 2011, Dubln (Sesson CPS062) p.5486 The Internatonal Cvl Servce Commsson (ICSC), an ndependent expert body establshed by the General Assembly of the Unted Natons, s responsble for the operaton of the PAS, wth statstcal/techncal assstance provded by the Advsory Commttee on Post Adjustment Questons (ACPAQ), an expert panel comprsed of experenced prce statstcans. The post adjustment ndex The post adjustment ndex (PAI) for a duty staton reflects a smultaneous spatal and a temporal comparson of cost of lvng between the duty staton and New York. It conssts of the followng components: In-area, excludng housng - relates to lvng costs ncurred locally. It s structured accordng to the Classfcaton of Indvdual Consumpton Accordng to Purpose (COICOP) and the cost-of-lvng relatvtes of ts 84 basc headngs are calculated on the bass of prce data for a basket of around 300 goods and servces collected at the duty staton and n New York; Housng - relates to rent and other housng-related costs, ncludng costs for mantenance, utltes, and other housng costs. Ths nformaton s obtaned mostly va a housng questonnare. Penson Contrbuton - relates to the amount of penson contrbuton pad by staff, obtaned from admnstratve sources. Medcal Insurance - relates to the amount of nsurance premums pad by staff, obtaned from admnstratve sources; and Out-of-Area - relates to expendtures outsde the country of the duty staton. Whle the weght of ths component s determned from out-of-area expendtures reported by survey respondents, the change n cost of lvng for ths component s approxmated by an out-of-area ndex, calculated as a weghted arthmetc average of US dollarzed general CPIs from 26 selected countres. At any pont n tme, the PAI s calculated as an adjusted, modfed-walsh ndex, gven by the followng formula: where PAI A RF P h RF H h C PC C I MI I O OA O m 1 v A, H, PC, MI and OA denote the relatve weghts of the n-area (excludng housng), housng, penson contrbuton, medcal nsurance and out-of-area components; m denotes the number of basc headngs n the n-area (excludng housng) component; P and v denote, respectvely, the prce rato and proporton of expendtures of the -th basc headng n the n-area (excludng housng) component; RF s the general rebasng factor, whch converts nformaton about the cost-of-lvng ndex nto nformaton about salary requred to mantan purchasng power party wth New York. RF s an adjustment of RF for basc headngs contanng electronc and hgh-technology tems (a more costeffectve alternatve to the hedonc technques); h and h 0 denote, respectvely, housng-related expendtures at the locaton and n New York;
3 Int. Statstcal Inst.: Proc. 58th World Statstcal Congress, 2011, Dubln (Sesson CPS062) p.5487 C and C 0 denote, respectvely, staff members average net contrbuton to the UN Jont Penson Fund at the duty staton and n New York; I and I 0 denote, respectvely, staff members average net contrbuton to the medcal plans avalable at the locaton and n New York; and O and O 0 denote, respectvely, the out-of-area ndex at tmes and 0, when the cost-of-lvng surveys were conducted at a specfc locaton and n New York respectvely. The out-of-area ndex s common to all locatons, ncludng New York, as t measures the change over tme of expendtures for purchasng a varable volume of US Dollars n a basket of 26 markets, wth dfferent currences and nflaton condtons, n countres around the world where most of the out-of-area expendtures of UN staff members are ncurred. The weghts of each of the components (A, H, PC, MI and OA) are determned for a duty staton at the tme of a cost-of-lvng survey. They are expressed n US Dollar nomnal expendtures for an average staff member at the duty staton. Such expendtures are known n advance for PC, whereas for the other components t s determned at the tme of the survey by usng the results of the household and housng expendture nformaton collected from the staff. MI s calculated as the expendture ncurred by the average staff member at the duty staton n terms of the net premums applcable to the medcal plans avalable at the duty staton. For Group II duty statons, OA s derved from the central value of the band contanng the actual percentage out-of-area expendture, whereas for Group I duty statons, OA s an admnstratvely specfed value. H, the weght for housng, s computed from the average net expendture for rent, mantenance, utltes and other housng expenses. A, the weght for the n-area (excludng housng) component, s obtaned by subtractng all the other weghts from the net salary of the average staff member. Although varable from duty staton to duty staton, the above components have the followng approxmate weghts, as a system-wde average across all duty statons: Out-of-Area - 33%; In-area (excludng Housng) - 31%; Housng - 22%; Penson Contrbuton - 10%; and Medcal Insurance - 4%. A set of common expendture weghts s used for the aggregaton of the basc headngs belongng to the n-area (excludng housng) component accordng to a weghted geometrc average. Common expendture weghts are the same for all duty statons, and were ncorporated nto the PAS methodology as a soluton to the problems of nstablty over tme and low relablty of expendture weghts when estmated for small duty statons, often subject to hgh turnover of staff and wth very heterogeneous expendture patterns. The n-area (excludng housng) ndex s smlar to a typcal CPI n terms of the aggregaton process, the use of the same nternatonal classfcaton and n practces of data collecton. However, the most obvous dfference s that, whle a CPI measures change over dfferent ponts n tme n the level of prces of a common basket of goods and servces, the n-area (excludng housng) ndex measures such change over dfferent ponts n tme and space smultaneously and, of course, does that wth reference to a target populaton dfferent from that of the CPI for a country. The PAI s thus calculated n accordance wth the methodology as broadly descrbed above. Other agences have more or less smlar approaches n determnng the ndces for ther own salary adjustment. For example, Eurostat (the statstcal offce of European Commsson), uses correcton coeffcents as a bass for the remuneraton of offcals of the European Unon. These coeffcents are calculated accordng to a Fsher formula, whch can decrease the reference base salary pad n Brussels, the base cty for European Unon comparsons. Statstcs Canada calculates the Post Allowance to
4 Int. Statstcal Inst.: Proc. 58th World Statstcal Congress, 2011, Dubln (Sesson CPS062) p.5488 adjust salares of Canada s dplomatc and other staff servng around the world. In the Unted States a Cost-of-Lvng Allowance (COLA) s calculated for ths purpose. In addton to governmental and nter-governmental agences, prvate sector companes, such as Mercer, operate n the feld of cost-oflvng measurement for the purpose of salary adjustment of offcals servng at dfferent locatons. Ensurng purchasng power party of remuneraton Cost-of-lvng surveys are conducted regularly to establsh the PAI for each of the duty statons. The surveys comprse: a prce survey to collect data on prces of a basket of about 300 goods and servces (n some cases, for example for the tem car, 19 possble dfferent brands and car models are consdered n the basket, brngng the number of surveyed tems well over 300); and expendture surveys va self-admnstered questonnares, to collect nformaton about household and housng expendtures drectly from UN staff, used to determne the weghts appled n the aggregaton of the varous components of the PAI. Whle most of the organzatonal and logstcal aspects of the surveys are centrally managed by the ICSC, some aspects of the data collecton and logstcal admnstraton of the surveys s delegated to local UN offces. The result of a cost-of-lvng survey s an ndex, the PAI, used to establsh a benchmark level of salary at the duty staton, ensurng purchasng power party wth the level of salary n New York, at a gven pont n tme. Snce these surveys are conducted wth vared frequences, dependng on the type and crcumstances of each duty staton, the PAI needs to be updated on a monthly bass between surveys so that purchasng power party s mantaned over tme. Thus, each month, exchange rates of the local currency aganst the US Dollar, as well as updated local, dsaggregated CPI seres, are used to approxmate changes n the relatvtes of the cost of lvng at the duty staton wth New York. Snce both local nflaton and currency exchange rates have an mpact on the updatng of the ndex, ther movements may renforce, but also offset, each other. However, snce some ndex components, notably the penson contrbuton, the medcal nsurance and the out-of-area, do not depend on local condtons, changes for these components are less frequent and are accounted for by approprate ndcators derved from other non-local sources of nformaton. The establshed updatng mechansms are so senstve to evolvng economc crcumstances that very often new PAI benchmark results derved exclusvely from the survey process are very close to the PAI resultng from the updatng mechansms. Although the ndex s updated on a monthly bass, not all of ts updates translate nto monetary changes of the post adjustment. Derved from the PAI s the post adjustment multpler, whch represents a number of percentage ponts of the common base salary. The multpler also called the post adjustment classfcaton (PAC), changes accordng to operatonal rules that add admnstratve consderatons and objectves, chefly the stablty of net remuneraton, to the ndex. Only a pure measurement of an ncrease n the cost-of-lvng, ether through a survey or establshed updatng mechansms, may trgger a change n remuneraton. For Group I duty statons, the PAC s adjusted every month to account for exchange-rate movements n order to keep the amount of salary n local currency wthn a reference band. Furthermore, t s adjusted once a year to possbly ncrease salares, and to reset the reference band, by compensatng for local nflaton and ncreases n cost-of-lvng accountable to other non-local components. Group II duty statons, genercally referred to as feld duty
5 Int. Statstcal Inst.: Proc. 58th World Statstcal Congress, 2011, Dubln (Sesson CPS062) p.5489 statons, have ther PACs updated every four months, to account for exchange-rate movements, local nflaton, and other ndcators referrng to the non-local components. Another set of rules, desgned to protect net salares aganst abrupt and sgnfcant changes to local nflaton and exchange rates, becomes applcable, whenever necessary, untl the economc condtons permt the measurement of the cost of lvng by the approprate ndcators. Concludng remarks The PAS and ts methodology are subject to a contnuous revew and are subject to change n accordance wth a 5-year cycle of survey rounds. In the most recent past, solutons were found to dffcult problems, such as that of rapdly changng specfcatons and qualty of electronc and hghtechnology tems, whch now are treated accordng to the real-tme prce-comparson approach. However, several other problems emerged n varous areas, from data collecton and processng. For example, the comparablty of tems and outlets, the detecton and treatment of outler prces n a stuaton where sometmes only too few prce quotatons are avalable. As wth the methodology underlyng cost-of-lvng, the applcaton of the PAI n the formulaton of the salary-settng polcy of the UN s subject to the normal trade-off between precson of the ndex and stablty of remuneraton. Whle the ICSC understands the mplcatons of these two opposng factors, and provde statstcal support and clarfcatons about them, the decson regardng the optmal balancng between the two s non-statstcal n nature and ultmately rests wth the UN General Assembly. The ICSC engages n cooperatve relatonshps wth other agences nvolved n cost-of-lvng measurement for remuneraton of expatrate offcals. For nstance, Eurostat and the Inter-Organsatons Study Secton on Salares and Prces of the OECD (IOS), operate smlar systems for ther offcals. Dfferences n the overall compensaton packages as well as target consttuences, dctate necessary dfferences n methodologes. However, there s certanly fertle and establshed ground for cooperaton among these nsttutons, especally n the area of exchange of statstcal nformaton (statstcal data and methodology, etc.). Under an ongong memorandum of understandng wth Eurostat and IOS, ICSC uses European Comparsons Programme prce data for valdaton, whereas Eurostat uses ICSC prce data for ther Extra-EU duty statons. Furthermore, IOS produces the rent data used by the ICSC n the calculaton of rent ndces for Group I duty statons under preferental fnancal arrangements. All three agences cooperate n methodologcal work and harmonzaton of survey nstruments. The Internatonal Comparson Programme, managed by the World Bank, also shares several aspects of methodologcal smlarty and mght offer further possbltes for data exchange and postve cross-fertlzaton of deas and methodologes n the future. The work of ICSC n estmatng dfferentals of cost of lvng for nternatonal offcals s prmarly addressed to the consttuent organzatons of the UN system. However, there s a plethora of other nsttutons, ncludng the dplomatc servces of several countres, that use ICSC ndces for ther own compensaton purposes. In some cases, these nsttutons have adopted wholesale the UN salary structure and cost-of-lvng adjustment system. In other cases they have customzed the PAS to ther needs. It s especally for ths second group that we advocate the use of our Retal Prce Indces (RPIs), another mechansm for cost-of-lvng comparsons based on ICSC data. The RPIs are calculated on the
6 Int. Statstcal Inst.: Proc. 58th World Statstcal Congress, 2011, Dubln (Sesson CPS062) p.5490 bass of the same raw data used to compute the PAIs, but n a slghtly dfferent fashon: whle the PAI compares the duty statons to New York at a fxed pont n tme, the RPI compares the duty statons to New York at the same pont n tme. Moreover, RPIs may be customzed n terms of components, weghts and base cty for cost-of-lvng comparsons. They are publshed b-monthly by ICSC wth an Excel tool that enables users to customze the system of weghts used to aggregate the major components of the ndex accordng to ther needs and crcumstances. The dssemnaton of the PAIs and of the RPIs s publc and for free through ICSC s web ste Of course, only aggregated data s dssemnated by ICSC, whle ndvdual prce and expendture data collected from cost-of-lvng surveys are protected by confdentalty rules n accordance wth the fundamental prncples of offcal statstcs. Whle the PAS s regularly revewed and ts methodology adjusted n response to changes n the realtes of the nternatonal communty, thoughts must be addressed also to long-term strategc ssues that have the potental of ntroducng radcal changes n current operatng procedures. One such ssue s a wder applcaton of web-based surveys. As a matter of fact, n ts most recent cost-of-lvng surveys at headquarters duty statons (duty statons hostng headquarters of at least one UN organzaton), the use of well-desgned web-based surveys boosted staff partcpaton n ts surveys, tradtonally very low n large headquarters duty statons, to new record levels of response rates rangng from about 50% to 90%, yeldng approxmately ten tmes as much useable data as obtaned from the last surveys fve years ago. Another strategc ssue s achevng a much hgher ntegraton wth the methodologes for the adjustment of salares of other nternatonal nsttutons. Work on ths aspect s underway wth Eurostat. REFERENCES ILO/IMF/OECD/UNECE/Eurostat/The World Bank. Consumer prce ndex manual: Theory and practce, Geneva, Internatonal Labour Offce, Internatonal Cvl Servce Commsson. The Post Adjustment System - What t s, how t works. New York, ICSC, ABSTRACT The paper presents an overvew of the methodology and procedures for creatng the post adjustment ndex, whch s desgned to equalze the purchasng power of the remuneraton of offcals of the Unted Natons system, servng around the world, n countres wth wdely varyng economc condtons, target populaton szes and compostons; and levels of development. The major components of the ndex, and procedures for measurng them, are descrbed, ncludng the use of surveys of expendtures admnstered to expatrate offcals, and of prces of a representatve basket of goods and servces. Procedures for updatng the ndex over tme, takng nto account nflaton and exchange-rate fluctuatons, are also presented. Problems encountered n constructng the ndex, and proposed solutons, are also dscussed, ncludng adjustments for changes n qualty over tme. KEYWORDS: cost-of-lvng ndex, consumer prce ndex, expendture surveys, prce surveys
PRESS RELEASE. The evolution of the Consumer Price Index (CPI) of March 2017 (reference year 2009=100.0) is depicted as follows:
HELLENIC EPUBLIC HELLENIC STATISTICAL AUTHOITY Praeus, Aprl 27 PESS ELEASE CONSUME PICE INDEX: March 27, annual nflaton.7% The evoluton of the Consumer Prce Index (CPI) of March 27 (reference year 29=.)
More informationPRESS RELEASE. CONSUMER PRICE INDEX: December 2016, annual inflation 0.0% HELLENIC REPUBLIC HELLENIC STATISTICAL AUTHORITY Piraeus, 11 January 2017
HELLENIC EPUBLIC HELLENIC STATISTICAL AUTHOITY Praeus, 11 January 2017 PESS ELEASE CONSUME PICE INDE: December 2016, annual nflaton % The Consumer Prce Index (CPI), wth reference year 2009=10, n December
More informationThe Integration of the Israel Labour Force Survey with the National Insurance File
The Integraton of the Israel Labour Force Survey wth the Natonal Insurance Fle Natale SHLOMO Central Bureau of Statstcs Kanfey Nesharm St. 66, corner of Bach Street, Jerusalem Natales@cbs.gov.l Abstact:
More informationHarmonised Labour Cost Index. Methodology
Harmonsed Labour Cost Index Methodology March 2013 Index 1 Introducton 3 2 Scope, coverage and reference perod 4 3 Defntons 5 4 Sources of nformaton 7 5 Formulae employed 9 6 Results obtaned 10 7 Seres
More informationChapter 4 Calculation of the weight (W0)
Chapter 4 Calculaton of the weght (W0) 1 Scope of the Famly Income and Expendture Survey (FIES) tems adopted for the weghts In the FIES, lvng expendtures are categorzed as follows: Dsbursements Expendtures
More informationRaising Food Prices and Welfare Change: A Simple Calibration. Xiaohua Yu
Rasng Food Prces and Welfare Change: A Smple Calbraton Xaohua Yu Professor of Agrcultural Economcs Courant Research Centre Poverty, Equty and Growth Unversty of Göttngen CRC-PEG, Wlhelm-weber-Str. 2 3773
More informationLinking and Calculation of Global Results
Chapter 26 Lnkng and Calculaton of Global Results Ths chapter descrbes the steps and procedures used to calculate global purchasng power partes (PPPs) n the 2011 round of the Internatonal Comparson Program
More informationChapter 1: Introduction, Overview, and Basic Steps for CPI Development
Chapter 1: Introducton, Overvew, and Basc Steps for CPI Development I. INTRODUCTION TO DEVELOPING THE CPI 1.1 Consumer prce ndces (CPIs) measure changes over tme n the general level of prces of goods and
More informationHighlights of the Macroprudential Report for June 2018
Hghlghts of the Macroprudental Report for June 2018 October 2018 FINANCIAL STABILITY DEPARTMENT Preface Bank of Jamaca frequently conducts assessments of the reslence and strength of the fnancal system.
More informationDomestic Savings and International Capital Flows
Domestc Savngs and Internatonal Captal Flows Martn Feldsten and Charles Horoka The Economc Journal, June 1980 Presented by Mchael Mbate and Chrstoph Schnke Introducton The 2 Vews of Internatonal Captal
More informationAdvisory. Category: Capital
Advsory Category: Captal NOTICE* Subject: Alternatve Method for Insurance Companes that Determne the Segregated Fund Guarantee Captal Requrement Usng Prescrbed Factors Date: Ths Advsory descrbes an alternatve
More informationConsumer Price Index. Base 2016
INSTITUTO NACIONAL DE ESTADÍSTICA Consumer Prce Index. Base 2016 Methodology Subdrectorate General for Industral on Prces and Household Budgets Madrd, Aprl 2017 1 Index 1. Introducton 2. Indcator defnton
More informationLecture Note 2 Time Value of Money
Seg250 Management Prncples for Engneerng Managers Lecture ote 2 Tme Value of Money Department of Systems Engneerng and Engneerng Management The Chnese Unversty of Hong Kong Interest: The Cost of Money
More informationEvaluating Performance
5 Chapter Evaluatng Performance In Ths Chapter Dollar-Weghted Rate of Return Tme-Weghted Rate of Return Income Rate of Return Prncpal Rate of Return Daly Returns MPT Statstcs 5- Measurng Rates of Return
More informationWeights in CPI/HICP and in seasonally adjusted series
Statstcs Netherlands Economc and busness statstcs and natonal accounts Government fnance and consumer prce statstcs.o.box 24500 2490 HA Den Haag The Netherlands eghts n CI/HIC and n seasonally adjusted
More informationClearing Notice SIX x-clear Ltd
Clearng Notce SIX x-clear Ltd 1.0 Overvew Changes to margn and default fund model arrangements SIX x-clear ( x-clear ) s closely montorng the CCP envronment n Europe as well as the needs of ts Members.
More informationEXAMINATIONS OF THE HONG KONG STATISTICAL SOCIETY
EXAMINATIONS OF THE HONG KONG STATISTICAL SOCIETY HIGHER CERTIFICATE IN STATISTICS, 2013 MODULE 7 : Tme seres and ndex numbers Tme allowed: One and a half hours Canddates should answer THREE questons.
More informationQuiz on Deterministic part of course October 22, 2002
Engneerng ystems Analyss for Desgn Quz on Determnstc part of course October 22, 2002 Ths s a closed book exercse. You may use calculators Grade Tables There are 90 ponts possble for the regular test, or
More informationTests for Two Correlations
PASS Sample Sze Software Chapter 805 Tests for Two Correlatons Introducton The correlaton coeffcent (or correlaton), ρ, s a popular parameter for descrbng the strength of the assocaton between two varables.
More informationPRICE INDICES. MD. Shahabuddin Sarker Deputy Director National Accounting Wing Bangladesh Bureau of Statistics
PRICE INDICES MD. Shahabuddn Sarker Deputy Drector Natonal Accountng Wng Bangladesh Bureau of Statstcs StatCaB Tranng Programme of SESRIC on Prce Statstcs Brune, July 18-20, 2017 What s prce? Defntons
More informationOCR Statistics 1 Working with data. Section 2: Measures of location
OCR Statstcs 1 Workng wth data Secton 2: Measures of locaton Notes and Examples These notes have sub-sectons on: The medan Estmatng the medan from grouped data The mean Estmatng the mean from grouped data
More informationA new indicator for the cost of borrowing in the euro area
A new ndcator for the cost of borrowng n the euro area Karne Ferabol, anna äkknen and Josep Mara Pugvert Gutérrez Abstract In order to assess the effectveness of the monetary polcy pass-through across
More informationAn Application of Alternative Weighting Matrix Collapsing Approaches for Improving Sample Estimates
Secton on Survey Research Methods An Applcaton of Alternatve Weghtng Matrx Collapsng Approaches for Improvng Sample Estmates Lnda Tompkns 1, Jay J. Km 2 1 Centers for Dsease Control and Preventon, atonal
More informationFacility Location Problem. Learning objectives. Antti Salonen Farzaneh Ahmadzadeh
Antt Salonen Farzaneh Ahmadzadeh 1 Faclty Locaton Problem The study of faclty locaton problems, also known as locaton analyss, s a branch of operatons research concerned wth the optmal placement of facltes
More informationA Bootstrap Confidence Limit for Process Capability Indices
A ootstrap Confdence Lmt for Process Capablty Indces YANG Janfeng School of usness, Zhengzhou Unversty, P.R.Chna, 450001 Abstract The process capablty ndces are wdely used by qualty professonals as an
More informationECONOMETRICS - FINAL EXAM, 3rd YEAR (GECO & GADE)
ECONOMETRICS - FINAL EXAM, 3rd YEAR (GECO & GADE) May 17, 2016 15:30 Frst famly name: Name: DNI/ID: Moble: Second famly Name: GECO/GADE: Instructor: E-mal: Queston 1 A B C Blank Queston 2 A B C Blank Queston
More informationCHAPTER 9 FUNCTIONAL FORMS OF REGRESSION MODELS
CHAPTER 9 FUNCTIONAL FORMS OF REGRESSION MODELS QUESTIONS 9.1. (a) In a log-log model the dependent and all explanatory varables are n the logarthmc form. (b) In the log-ln model the dependent varable
More informationStandardization. Stan Becker, PhD Bloomberg School of Public Health
Ths work s lcensed under a Creatve Commons Attrbuton-NonCommercal-ShareAlke Lcense. Your use of ths materal consttutes acceptance of that lcense and the condtons of use of materals on ths ste. Copyrght
More informationREFINITIV INDICES PRIVATE EQUITY BUYOUT INDEX METHODOLOGY
REFINITIV INDICES PRIVATE EQUITY BUYOUT INDEX METHODOLOGY 1 Table of Contents INTRODUCTION 3 TR Prvate Equty Buyout Index 3 INDEX COMPOSITION 3 Sector Portfolos 4 Sector Weghtng 5 Index Rebalance 5 Index
More information>1 indicates country i has a comparative advantage in production of j; the greater the index, the stronger the advantage. RCA 1 ij
69 APPENDIX 1 RCA Indces In the followng we present some maor RCA ndces reported n the lterature. For addtonal varants and other RCA ndces, Memedovc (1994) and Vollrath (1991) provde more thorough revews.
More informationReal Exchange Rate Fluctuations, Wage Stickiness and Markup Adjustments
Real Exchange Rate Fluctuatons, Wage Stckness and Markup Adjustments Yothn Jnjarak and Kanda Nakno Nanyang Technologcal Unversty and Purdue Unversty January 2009 Abstract Motvated by emprcal evdence on
More informationConstruction Rules for Morningstar Canada Dividend Target 30 Index TM
Constructon Rules for Mornngstar Canada Dvdend Target 0 Index TM Mornngstar Methodology Paper January 2012 2011 Mornngstar, Inc. All rghts reserved. The nformaton n ths document s the property of Mornngstar,
More informationA MODEL OF COMPETITION AMONG TELECOMMUNICATION SERVICE PROVIDERS BASED ON REPEATED GAME
A MODEL OF COMPETITION AMONG TELECOMMUNICATION SERVICE PROVIDERS BASED ON REPEATED GAME Vesna Radonć Đogatovć, Valentna Radočć Unversty of Belgrade Faculty of Transport and Traffc Engneerng Belgrade, Serba
More informationUNIVERSITY OF NOTTINGHAM
UNIVERSITY OF NOTTINGHAM SCHOOL OF ECONOMICS DISCUSSION PAPER 99/28 Welfare Analyss n a Cournot Game wth a Publc Good by Indraneel Dasgupta School of Economcs, Unversty of Nottngham, Nottngham NG7 2RD,
More informationConstruction Rules for Morningstar Canada Momentum Index SM
Constructon Rules for Mornngstar Canada Momentum Index SM Mornngstar Methodology Paper January 2012 2012 Mornngstar, Inc. All rghts reserved. The nformaton n ths document s the property of Mornngstar,
More informationCapability Analysis. Chapter 255. Introduction. Capability Analysis
Chapter 55 Introducton Ths procedure summarzes the performance of a process based on user-specfed specfcaton lmts. The observed performance as well as the performance relatve to the Normal dstrbuton are
More informationWages as Anti-Corruption Strategy: A Note
DISCUSSION PAPER November 200 No. 46 Wages as Ant-Corrupton Strategy: A Note by dek SAO Faculty of Economcs, Kyushu-Sangyo Unversty Wages as ant-corrupton strategy: A Note dek Sato Kyushu-Sangyo Unversty
More informationUNIVERSITY OF VICTORIA Midterm June 6, 2018 Solutions
UIVERSITY OF VICTORIA Mdterm June 6, 08 Solutons Econ 45 Summer A0 08 age AME: STUDET UMBER: V00 Course ame & o. Descrptve Statstcs and robablty Economcs 45 Secton(s) A0 CR: 3067 Instructor: Betty Johnson
More informationSpatial Variations in Covariates on Marriage and Marital Fertility: Geographically Weighted Regression Analyses in Japan
Spatal Varatons n Covarates on Marrage and Martal Fertlty: Geographcally Weghted Regresson Analyses n Japan Kenj Kamata (Natonal Insttute of Populaton and Socal Securty Research) Abstract (134) To understand
More informationA Utilitarian Approach of the Rawls s Difference Principle
1 A Utltaran Approach of the Rawls s Dfference Prncple Hyeok Yong Kwon a,1, Hang Keun Ryu b,2 a Department of Poltcal Scence, Korea Unversty, Seoul, Korea, 136-701 b Department of Economcs, Chung Ang Unversty,
More informationThe Analysis of Net Position Development and the Comparison with GDP Development for Selected Countries of European Union
The Analyss of Net Poston Development and the Comparson wth GDP Development for Selected Countres of European Unon JAROSLAV KOVÁRNÍK Faculty of Informatcs and Management, Department of Economcs Unversty
More informationThe Effects of Industrial Structure Change on Economic Growth in China Based on LMDI Decomposition Approach
216 Internatonal Conference on Mathematcal, Computatonal and Statstcal Scences and Engneerng (MCSSE 216) ISBN: 978-1-6595-96- he Effects of Industral Structure Change on Economc Growth n Chna Based on
More informationMeasures of Spread IQR and Deviation. For exam X, calculate the mean, median and mode. For exam Y, calculate the mean, median and mode.
Part 4 Measures of Spread IQR and Devaton In Part we learned how the three measures of center offer dfferent ways of provdng us wth a sngle representatve value for a data set. However, consder the followng
More informationREGULATION IN GAS SUPPLY SYSTEM
ՀՀ ՀԱՆՐԱՅԻՆ ԾԱՌԱՅՈՒԹՅՈՒՆՆԵՐԸ (PSRC) REGULATION IN GAS SUPPLY SYSTEM GAREGIN BAGHRAMYAN PSRC of the Republc of Armena Head of Tarff Dvson Yerevan, Armena 2011 ՀՀ ՀԱՆՐԱՅԻՆ ԾԱՌԱՅՈՒԹՅՈՒՆՆԵՐԸ (PSRC) ESTABLISHMENT
More informationTeaching Note on Factor Model with a View --- A tutorial. This version: May 15, Prepared by Zhi Da *
Copyrght by Zh Da and Rav Jagannathan Teachng Note on For Model th a Ve --- A tutoral Ths verson: May 5, 2005 Prepared by Zh Da * Ths tutoral demonstrates ho to ncorporate economc ves n optmal asset allocaton
More informationAdministrative Services (4510P)
Department: Publc Works FY 2003 and 2004 Recommended Budget Program Outcome Statement The Admnstratve Servces Dvson gudes and supports the department n accomplshng ts msson through collaboratve, nnovatve
More informationCardholder Application Form
Cardholder Applcaton Form Place a cross aganst the product for whch you requre a new cardholder. onecard Corporate Card Purchasng Card Gudelnes for completng ths form On screen Use the tab key to move
More informationProceedings of the 2nd International Conference On Systems Engineering and Modeling (ICSEM-13)
Proceedngs of the 2nd Internatonal Conference On Systems Engneerng and Modelng (ICSEM-13) Research on the Proft Dstrbuton of Logstcs Company Strategc Allance Based on Shapley Value Huang Youfang 1, a,
More informationChapter 3 Student Lecture Notes 3-1
Chapter 3 Student Lecture otes 3-1 Busness Statstcs: A Decson-Makng Approach 6 th Edton Chapter 3 Descrbng Data Usng umercal Measures 005 Prentce-Hall, Inc. Chap 3-1 Chapter Goals After completng ths chapter,
More informationSurvey of Math Test #3 Practice Questions Page 1 of 5
Test #3 Practce Questons Page 1 of 5 You wll be able to use a calculator, and wll have to use one to answer some questons. Informaton Provded on Test: Smple Interest: Compound Interest: Deprecaton: A =
More informationRandom Variables. b 2.
Random Varables Generally the object of an nvestgators nterest s not necessarly the acton n the sample space but rather some functon of t. Techncally a real valued functon or mappng whose doman s the sample
More informationMacroeconomic Theory and Policy
ECO 209 Macroeconomc Theory and Polcy Lecture 7: The Open Economy wth Fxed Exchange Rates Gustavo Indart Slde 1 Open Economy under Fxed Exchange Rates Let s consder an open economy wth no captal moblty
More informationDecember 2012 SECTORAL CONTRIBUTIONS TO LABOUR PRODUCTIVITY GROWTH IN CANADA: DOES THE CHOICE OF DECOMPOSITION FORMULA MATTER?
December 2012 1 151 Slater Street, Sute 710 Ottawa, Ontaro K1P 5H3 613-233-8891, Fax 613-233-8250 csls@csls.ca CENTRE FOR THE STUDY OF LIVING STANDARDS SECTORAL CONTRIBUTIONS TO LABOUR PRODUCTIVITY GROWTH
More informationTrivial lump sum R5.1
Trval lump sum R5.1 Optons form Once you have flled n ths form, please return t wth the documents we have requested. You can ether post or emal the form and the documents to us. Premer PO Box 108 BLYTH
More informationTests for Two Ordered Categorical Variables
Chapter 253 Tests for Two Ordered Categorcal Varables Introducton Ths module computes power and sample sze for tests of ordered categorcal data such as Lkert scale data. Assumng proportonal odds, such
More informationConstruction Rules for Morningstar Canada Dividend Target 30 Index TM
Constructon Rules for Mornngstar Canada Dvdend Target 0 Index TM Mornngstar Methodology Paper January 2012 2011 Mornngstar, Inc. All rghts reserved. The nformaton n ths document s the property of Mornngstar,
More informationPrice Formation on Agricultural Land Markets A Microstructure Analysis
Prce Formaton on Agrcultural Land Markets A Mcrostructure Analyss Martn Odenng & Slke Hüttel Department of Agrcultural Economcs, Humboldt-Unverstät zu Berln Department of Agrcultural Economcs, Unversty
More informationStructural Earnings Survey 2006 of Spain Quality Report
Structural Earnngs Survey 2006 of Span Qualty Report Labour Market Statstcs Drectorate Natonal Statstcal Insttute of Span December 2008 (I) Qualty report on the Structural Earnngs Survey 0. Introducton
More informationEXTENSIVE VS. INTENSIVE MARGIN: CHANGING PERSPECTIVE ON THE EMPLOYMENT RATE. and Eliana Viviano (Bank of Italy)
EXTENSIVE VS. INTENSIVE MARGIN: CHANGING PERSPECTIVE ON THE EMPLOYMENT RATE Andrea Brandoln and Elana Vvano (Bank of Italy) 2 European User Conference for EU-LFS and EU-SILC, Mannhem 31 March 1 Aprl, 2011
More informationSolution of periodic review inventory model with general constrains
Soluton of perodc revew nventory model wth general constrans Soluton of perodc revew nventory model wth general constrans Prof Dr J Benkő SZIU Gödöllő Summary Reasons for presence of nventory (stock of
More information02_EBA2eSolutionsChapter2.pdf 02_EBA2e Case Soln Chapter2.pdf
0_EBAeSolutonsChapter.pdf 0_EBAe Case Soln Chapter.pdf Chapter Solutons: 1. a. Quanttatve b. Categorcal c. Categorcal d. Quanttatve e. Categorcal. a. The top 10 countres accordng to GDP are lsted below.
More information- contrast so-called first-best outcome of Lindahl equilibrium with case of private provision through voluntary contributions of households
Prvate Provson - contrast so-called frst-best outcome of Lndahl equlbrum wth case of prvate provson through voluntary contrbutons of households - need to make an assumpton about how each household expects
More informationUniversity of Toronto November 9, 2006 ECO 209Y MACROECONOMIC THEORY. Term Test #1 L0101 L0201 L0401 L5101 MW MW 1-2 MW 2-3 W 6-8
Department of Economcs Prof. Gustavo Indart Unversty of Toronto November 9, 2006 SOLUTION ECO 209Y MACROECONOMIC THEORY Term Test #1 A LAST NAME FIRST NAME STUDENT NUMBER Crcle your secton of the course:
More informationUniversity of Toronto November 9, 2006 ECO 209Y MACROECONOMIC THEORY. Term Test #1 L0101 L0201 L0401 L5101 MW MW 1-2 MW 2-3 W 6-8
Department of Economcs Prof. Gustavo Indart Unversty of Toronto November 9, 2006 SOLUTION ECO 209Y MACROECONOMIC THEORY Term Test #1 C LAST NAME FIRST NAME STUDENT NUMBER Crcle your secton of the course:
More informationMode is the value which occurs most frequency. The mode may not exist, and even if it does, it may not be unique.
1.7.4 Mode Mode s the value whch occurs most frequency. The mode may not exst, and even f t does, t may not be unque. For ungrouped data, we smply count the largest frequency of the gven value. If all
More informationInternational Financial Management
Multnatonal Corporatons (MNC Internatonal nancal Management nance ummer 006 xed versus loatng Exchange Rates loatng xed Managed floatng rate Currences float freely n ths, and s (prces are set by supply
More informationFlight Delays, Capacity Investment and Welfare under Air Transport Supply-demand Equilibrium
Flght Delays, Capacty Investment and Welfare under Ar Transport Supply-demand Equlbrum Bo Zou 1, Mark Hansen 2 1 Unversty of Illnos at Chcago 2 Unversty of Calforna at Berkeley 2 Total economc mpact of
More informationSurvey of Math: Chapter 22: Consumer Finance Borrowing Page 1
Survey of Math: Chapter 22: Consumer Fnance Borrowng Page 1 APR and EAR Borrowng s savng looked at from a dfferent perspectve. The dea of smple nterest and compound nterest stll apply. A new term s the
More informationExplaining and Comparing
ACES EU CENTERS OF EXCELLENCE GRANT AY2011-12 DELIVERABLE GWU Explanng and Comparng AY 2011-12 Practcal Modfed Gn Index Amr Shoham (wth M Malul, Danel Shapra) Practcal Modfed Gn Index M Malul, Danel Shapra
More informationRisk and Return: The Security Markets Line
FIN 614 Rsk and Return 3: Markets Professor Robert B.H. Hauswald Kogod School of Busness, AU 1/25/2011 Rsk and Return: Markets Robert B.H. Hauswald 1 Rsk and Return: The Securty Markets Lne From securtes
More informationChapter 10 Making Choices: The Method, MARR, and Multiple Attributes
Chapter 0 Makng Choces: The Method, MARR, and Multple Attrbutes INEN 303 Sergy Butenko Industral & Systems Engneerng Texas A&M Unversty Comparng Mutually Exclusve Alternatves by Dfferent Evaluaton Methods
More informationEuroMTS Eurozone Government Bill Index Rules
EuroMTS Eurozone Government Bll Index Rules 1 of 11 MTS 21 Contents 1. MTS Indces Structure 1.1 Summary of MTS Indces 1.2 emtx[z]: EuroMTS Eurozone Government Bll Indces 1.3 Selecton Crtera 2. Generc Features
More informationEducation Maintenance Allowance (EMA) 2017/18 Notes to help you complete the Financial Details Form
student fnance wales cylld myfyrwyr cymru Educaton Mantenance Allowance (EMA) 2017/18 Notes to help you complete the Fnancal Detals Form www.studentfnancewales.co.uk/ema sound advce on STUDENT FINANCE
More informationStochastic ALM models - General Methodology
Stochastc ALM models - General Methodology Stochastc ALM models are generally mplemented wthn separate modules: A stochastc scenaros generator (ESG) A cash-flow projecton tool (or ALM projecton) For projectng
More informationHousehold Health System Contributions and Capacity to Pay: Definitional, Empirical, and Technical Challenges
Chapter 39 Household Health System Contrbutons and Capacty to Pay: Defntonal, Emprcal, and Techncal Challenges Ke Xu, Jan Klavus, Ke Kawabata, Davd B. Evans, Pya Hanvoravongcha, Juan Pablo Ortz, Radh Zeramdn,
More informationConsumption Based Asset Pricing
Consumpton Based Asset Prcng Mchael Bar Aprl 25, 208 Contents Introducton 2 Model 2. Prcng rsk-free asset............................... 3 2.2 Prcng rsky assets................................ 4 2.3 Bubbles......................................
More informationMonetary Tightening Cycles and the Predictability of Economic Activity. by Tobias Adrian and Arturo Estrella * October 2006.
Monetary Tghtenng Cycles and the Predctablty of Economc Actvty by Tobas Adran and Arturo Estrella * October 2006 Abstract Ten out of thrteen monetary tghtenng cycles snce 1955 were followed by ncreases
More informationBid-auction framework for microsimulation of location choice with endogenous real estate prices
Bd-aucton framework for mcrosmulaton of locaton choce wth endogenous real estate prces Rcardo Hurtuba Mchel Berlare Francsco Martínez Urbancs Termas de Chllán, Chle March 28 th 2012 Outlne 1) Motvaton
More informationAlgorithm For The Techno-Economic Optimization Applied In Projects Of Wind Parks Of Latin America.
IOSR Journal of Mechancal and Cvl Engneerng (IOSR-JMCE) e-issn: 2278-1684,p-ISSN: 2320-334X, Volume 13, Issue 4 Ver. VI (Jul. - Aug. 2016), PP 60-65 www.osrjournals.org Algorthm For The Techno-Economc
More informationMutual Funds and Management Styles. Active Portfolio Management
utual Funds and anagement Styles ctve Portfolo anagement ctve Portfolo anagement What s actve portfolo management? How can we measure the contrbuton of actve portfolo management? We start out wth the CP
More information/ Computational Genomics. Normalization
0-80 /02-70 Computatonal Genomcs Normalzaton Gene Expresson Analyss Model Computatonal nformaton fuson Bologcal regulatory networks Pattern Recognton Data Analyss clusterng, classfcaton normalzaton, mss.
More informationUsing Conditional Heteroskedastic
ITRON S FORECASTING BROWN BAG SEMINAR Usng Condtonal Heteroskedastc Varance Models n Load Research Sample Desgn Dr. J. Stuart McMenamn March 6, 2012 Please Remember» Phones are Muted: In order to help
More informationSpurious Seasonal Patterns and Excess Smoothness in the BLS Local Area Unemployment Statistics
Spurous Seasonal Patterns and Excess Smoothness n the BLS Local Area Unemployment Statstcs Keth R. Phllps and Janguo Wang Federal Reserve Bank of Dallas Research Department Workng Paper 1305 September
More informationMacroeconomic Theory and Policy
ECO 209 Macroeconomc Theory and Polcy Lecture 7: The Open Economy wth Fxed Exchange Rates Gustavo Indart Slde 1 Open Economy under Fxed Exchange Rates Let s consder an open economy wth no captal moblty
More informationR Square Measure of Stock Synchronicity
Internatonal Revew of Busness Research Papers Vol. 7. No. 1. January 2011. Pp. 165 175 R Square Measure of Stock Synchroncty Sarod Khandaker* Stock market synchroncty s a new area of research for fnance
More informationECO 209Y MACROECONOMIC THEORY AND POLICY LECTURE 8: THE OPEN ECONOMY WITH FIXED EXCHANGE RATES
ECO 209 MACROECONOMIC THEOR AND POLIC LECTURE 8: THE OPEN ECONOM WITH FIXED EXCHANGE RATES Gustavo Indart Slde 1 OPEN ECONOM UNDER FIXED EXCHANGE RATES Let s consder an open economy wth no captal moblty
More informationLeast Cost Strategies for Complying with New NOx Emissions Limits
Least Cost Strateges for Complyng wth New NOx Emssons Lmts Internatonal Assocaton for Energy Economcs New England Chapter Presented by Assef A. Zoban Tabors Caramans & Assocates Cambrdge, MA 02138 January
More informationNonresponse in the Norwegian Labour Force Survey (LFS): using administrative information to describe trends
Notater Documents 54/2012 Ib Thomsen and Ole Vllund Nonresponse n the Norwegan Labour Force Survey (LFS): usng admnstratve nformaton to descrbe trends Documents 54/2012 Ib Thomsen and Ole Vllund Nonresponse
More information5. Market Structure and International Trade. Consider the role of economies of scale and market structure in generating intra-industry trade.
Rose-Hulman Insttute of Technology GL458, Internatonal Trade & Globalzaton / K. Chrst 5. Market Structure and Internatonal Trade Learnng Objectves 5. Market Structure and Internatonal Trade Consder the
More informationEstimation of Wage Equations in Australia: Allowing for Censored Observations of Labour Supply *
Estmaton of Wage Equatons n Australa: Allowng for Censored Observatons of Labour Supply * Guyonne Kalb and Rosanna Scutella* Melbourne Insttute of Appled Economc and Socal Research The Unversty of Melbourne
More informationWelfare Aspects in the Realignment of Commercial Framework. between Japan and China
Prepared for the 13 th INFORUM World Conference n Huangshan, Chna, July 3 9, 2005 Welfare Aspects n the Realgnment of Commercal Framework between Japan and Chna Toshak Hasegawa Chuo Unversty, Japan Introducton
More informationNotes are not permitted in this examination. Do not turn over until you are told to do so by the Invigilator.
UNIVERSITY OF EAST ANGLIA School of Economcs Man Seres PG Examnaton 2016-17 BANKING ECONOMETRICS ECO-7014A Tme allowed: 2 HOURS Answer ALL FOUR questons. Queston 1 carres a weght of 30%; queston 2 carres
More informationINDEX DESCRIPTION. Commerzbank Global Equity Risk Premia 15% Risk Control Excess Return Index
INDEX DESCRIPTION Commerzbank Global Equty Rsk Prema 15% Rsk Control Excess Return Index The Commerzbank Global Equty Rsk Prema 15% Rsk Control Excess Return Index descrbed below s a vrtual rules-based
More informationGuideline relating to. Solactive Eurozone Rendite Plus 1-10 Bond Index
Gudelne relatng to Solactve Eurozone Rendte Plus 1-10 Bond Index Verson 1.1 dated December 3rd, 2015 1 Contents Introducton 1 Index specfcatons 1.1 Short name and ISIN 1.2 Intal value 1.3 Dstrbuton 1.4
More informationAsset Management. Country Allocation and Mutual Fund Returns
Country Allocaton and Mutual Fund Returns By Dr. Lela Heckman, Senor Managng Drector and Dr. John Mulln, Managng Drector Bear Stearns Asset Management Bear Stearns Actve Country Equty Executve Summary
More informationA Stochastic Index of the Cost of Life; An Application to Recent and Historical Asset Price Fluctuations
A Stochastc Index of the Cost of Lfe; An Applcaton to Recent and Hstorcal Asset Prce Fluctuatons Introducton Mchael F Bryan, Stephen G Cecchett, and Rósín O Sullvan * Ths paper consders the role of asset
More informationGlobal sensitivity analysis of credit risk portfolios
Global senstvty analyss of credt rsk portfolos D. Baur, J. Carbon & F. Campolongo European Commsson, Jont Research Centre, Italy Abstract Ths paper proposes the use of global senstvty analyss to evaluate
More informationISE Cloud Computing Index Methodology
ISE Cloud Computng Index Methodology Index Descrpton The ISE Cloud Computng Index s desgned to track the performance of companes nvolved n the cloud computng ndustry. Index Calculaton The ISE Cloud Computng
More informationLOCATION TAXI RANKS IN THE URBAN AGGLOMERATION
LOCATION TAXI RANKS IN THE URBAN AGGLOMERATION ABSTRACT Lokace stanovšť taxslužby v městské aglomerac Ing. Mchal Turek, Ph.D. College of Logstcs, Department of Logstcs and Techncal Dscplnes e-mal: mchal.turek@vslg.cz
More informationMacroeconomic equilibrium in the short run: the Money market
Macroeconomc equlbrum n the short run: the Money market 2013 1. The bg pcture Overvew Prevous lecture How can we explan short run fluctuatons n GDP? Key assumpton: stcky prces Equlbrum of the goods market
More information