Verfügbarkeit: Avoid Filling Swiss Cheese with Whipped Cream

Avoid Filling Swiss Cheese with Whipped Cream: Imputation Techniques and Evaluation Procedures for Cross-Country Time Series

International organizations collect data from national authorities to create multivariate cross-sectional time series for their analyses. As data from countries with not yet well-established statistical systems may be incomplete, the bridging of data gaps is a crucial challenge. This paper investiga...

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1. Verfasser:	Weber, Michael (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Washington, D.C International Monetary Fund 2011
Schriftenreihe:	IMF Working Papers Working Paper No. 11/151
Online-Zugang:	UBW01 UEI01 LCO01 SBR01 UER01 SBG01 UBG01 FAN01 UBT01 FKE01 UBY01 UBA01 FLA01 UBM01 UPA01 UBR01 FHA01 FNU01 BSB01 TUM01 Volltext
Zusammenfassung:	International organizations collect data from national authorities to create multivariate cross-sectional time series for their analyses. As data from countries with not yet well-established statistical systems may be incomplete, the bridging of data gaps is a crucial challenge. This paper investigates data structures and missing data patterns in the cross-sectional time series framework, reviews missing value imputation techniques used for micro data in official statistics, and discusses their applicability to cross-sectional time series. It presents statistical methods and quality indicators that enable the (comparative) evaluation of imputation processes and completed datasets
Beschreibung:	1 Online-Ressource (27 p)
ISBN:	1455270504 9781455270507

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spelling	Weber, Michael Verfasser aut Avoid Filling Swiss Cheese with Whipped Cream Imputation Techniques and Evaluation Procedures for Cross-Country Time Series Weber, Michael Washington, D.C International Monetary Fund 2011 1 Online-Ressource (27 p) txt rdacontent c rdamedia cr rdacarrier IMF Working Papers Working Paper No. 11/151 International organizations collect data from national authorities to create multivariate cross-sectional time series for their analyses. As data from countries with not yet well-established statistical systems may be incomplete, the bridging of data gaps is a crucial challenge. This paper investigates data structures and missing data patterns in the cross-sectional time series framework, reviews missing value imputation techniques used for micro data in official statistics, and discusses their applicability to cross-sectional time series. It presents statistical methods and quality indicators that enable the (comparative) evaluation of imputation processes and completed datasets Online-Ausg Denk, Michaela Sonstige oth http://elibrary.imf.org/view/IMF001/11975-9781455270507/11975-9781455270507/11975-9781455270507.xml Verlag URL des Erstveröffentlichers Volltext
spellingShingle	Weber, Michael Avoid Filling Swiss Cheese with Whipped Cream Imputation Techniques and Evaluation Procedures for Cross-Country Time Series
title	Avoid Filling Swiss Cheese with Whipped Cream Imputation Techniques and Evaluation Procedures for Cross-Country Time Series
title_auth	Avoid Filling Swiss Cheese with Whipped Cream Imputation Techniques and Evaluation Procedures for Cross-Country Time Series
title_exact_search	Avoid Filling Swiss Cheese with Whipped Cream Imputation Techniques and Evaluation Procedures for Cross-Country Time Series
title_exact_search_txtP	Avoid Filling Swiss Cheese with Whipped Cream Imputation Techniques and Evaluation Procedures for Cross-Country Time Series
title_full	Avoid Filling Swiss Cheese with Whipped Cream Imputation Techniques and Evaluation Procedures for Cross-Country Time Series Weber, Michael
title_fullStr	Avoid Filling Swiss Cheese with Whipped Cream Imputation Techniques and Evaluation Procedures for Cross-Country Time Series Weber, Michael
title_full_unstemmed	Avoid Filling Swiss Cheese with Whipped Cream Imputation Techniques and Evaluation Procedures for Cross-Country Time Series Weber, Michael
title_short	Avoid Filling Swiss Cheese with Whipped Cream
title_sort	avoid filling swiss cheese with whipped cream imputation techniques and evaluation procedures for cross country time series
title_sub	Imputation Techniques and Evaluation Procedures for Cross-Country Time Series
url	http://elibrary.imf.org/view/IMF001/11975-9781455270507/11975-9781455270507/11975-9781455270507.xml
work_keys_str_mv	AT webermichael avoidfillingswisscheesewithwhippedcreamimputationtechniquesandevaluationproceduresforcrosscountrytimeseries AT denkmichaela avoidfillingswisscheesewithwhippedcreamimputationtechniquesandevaluationproceduresforcrosscountrytimeseries

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MARC

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