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Book
The signal and the noise : why so many predictions fail--but some don't.
Author:
ISBN: 9781594204111 159420411X 9781846147739 1846147735 9781846147524 1846147522 Year: 2012 Publisher: New York Penguin Press


Book
An Index Number Formula Problem : The Aggregation of Broadly Comparable items
Author:
ISBN: 1451916027 1462376975 145187166X 9786612842412 1282842412 1452717796 Year: 2009 Publisher: Washington, D.C. : International Monetary Fund,

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Abstract

Index number theory informs us that if data on matched prices and quantities are available, a superlative index number formula is best to aggregate heterogeneous items, and a unit value index to aggregate homogeneous ones. The formulas can give very different results. Neglected is the practical case of broadly comparable items. This paper provides a formal analysis as to why such formulas differ and proposes a solution to this index number problem.


Book
Do Unit Value Export, Import, and Terms of Trade Indices Represent or Misrepresent Price Indices?
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ISBN: 1462320511 1452739021 1282447874 1451911386 9786613821072 Year: 2007 Publisher: Washington, D.C. : International Monetary Fund,

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Unit value export and import indices compiled from returns to customs authorities are often used as surrogates for price indices in the measurement of inflation transmission, terms of trade (effects), and to deflate import and export value series to derive volume series. Their widespread use is mainly due to their relatively low cost compared with establishment price surveys. This paper provides evidence of substantial bias in their representation of such price changes. Their continued use would mislead economic analysis. The paper considers the efficacy of alternative strategies for their improvement, and argues for a move to establishment-based price surveys.


Book
Why House Price Indexes Differ : Measurement and Analysis
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ISBN: 1475512961 1475578563 Year: 2012 Publisher: Washington, D.C. : International Monetary Fund,

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A key element in the build-up to the global recession and subsequently was the movement in house price indexes (HPIs). These indexes are particularly prone to methodological and coverage differences which can undermine both within-country and cross-country economic analysis. The paper outlines key measurement issues and reports on empirical work using an international panel data set that (i) considers whether differences in HPI measurement matter and, if so, in what way, and (ii) revisits the measurement of global house price inflation and the modeling of the determinants of house price inflation using HPIs corrected for differences in measurement practice.


Book
IMF Applications of Purchasing Power Parity Estimates
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ISBN: 1462376916 1455262773 1283565102 9786613877550 1455210455 Year: 2010 Publisher: Washington, D.C. : International Monetary Fund,

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The IMF’s main uses of the International Comparison Program’s (ICP) estimates of purchasing power parity (PPP)-adjusted Gross Domestic Product (GDP) are as an element of the formula used to help guide decisions on its members’ quotas and in the World Economic Outlook (WEO). The paper outlines these uses and considers measurement issues particularly salient to IMF usage including: PPP imputations for member countries not participating in the ICP; PPP estimates for non-benchmark years; timeliness and periodicity of PPP estimates; economy groupings; and transparency. The paper was written as a chapter on ?IMF uses of PPPs? for the 2011 ICP Handbook.


Book
How to Better Measure Hedonic Residential Property Price Indexes
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ISBN: 1475555334 1475555296 Year: 2016 Publisher: Washington, D.C. : International Monetary Fund,

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Hedonic regressions are used for property price index measurement to control for changes in the quality-mix of properties transacted. The paper consolidates the hedonic time dummy approach, characteristics approach, and imputation approaches. A practical hedonic methodology is proposed that (i) is weighted at a basic level; (ii) has a new (quasi-) superlative form and thus mitigates substitution bias; (iii) is suitable for sparse data in thin markets; and (iv) only requires the periodic estimation of hedonic regressions for reference periods and is not subject to the vagrancies of misspecification and estimation issues.


Book
Why Elementary Price Index Number Formulas Differ : Price Dispersion and Product Heterogeneity
Authors: ---
ISBN: 1451864345 1462305407 145198703X 9786613821881 1451985320 128253131X Year: 2006 Publisher: Washington, D.C. : International Monetary Fund,

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The Consumer Price Index Manual (2004) provides guidelines for aggregation formulas that are promulgated at IMF training courses and technical assistance missions. This paper develops elementary level aggregation theory to better inform users and compilers. Most countries use either the Dutot or Jevons index formula. These formulas generally give different results; advice on choice of formula matters. Using an approach based on sample estimators, and an illustration based on scanner data, the paper shows how differences in these formulas can be explained by changes in price dispersion and, in turn, by product heterogeneity. Implications for choice of formula are considered.

Consuming knowledge : studying knowledge use in leisure and word activities.
Author:
ISBN: 0792386892 Year: 2000 Publisher: Dordrecht Kluwer

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Book
The Hedonic Country Product Dummy Method and Quality Adjustments for Purchasing Power Parity Calculations
Authors: ---
ISBN: 1451918321 1452785376 128284458X 9786612844584 1451874162 1462362826 Year: 2009 Publisher: Washington, D.C. : International Monetary Fund,

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The 2005 International Comparison Program's (ICP) estimates of economy-wide purchasing power parity (PPP) are based on parity estimates for 155 basic expenditure headings, mainly estimated using country product dummy (CPD) regressions. The estimates are potentially inefficient and open to omitted variable bias for two reasons. First, they use average prices across outlets as the left-hand-side variable. Second, quality-adjusted prices of non-comparable replacements, required when products in outlets do not match the required specifications, cannot be effectively included. This paper provides an analytical framework based on panel data and hedonic CPD regressions for ameliorating these sources of bias and inefficiency.


Book
Core Inflation Measures and Statistical Issues in Choosing Among Them
Authors: ---
ISBN: 1451863578 1462317529 1451908911 9786613825575 1452742073 1283513129 Year: 2006 Publisher: Washington, D.C. : International Monetary Fund,

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This paper provides an overview of statistical measurement issues relating to alternative measures of core inflation, and the criteria for choosing among them. The approaches to measurement considered include exclusion-based methods, imputation methods, limited influence estimators, reweighting, and economic modeling. Criteria for judging which approach to use include credibility, control, deviations from a smoothed reference series, volatility, predictive ability, causality and cointegration tests, and correlation with money supply. Country practice can differ in how the approaches are implemented and how their appropriateness is assessed. There is little consistency in the results of country studies to readily suggest guidelines on accepted methods.

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