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Price imputation and other techniques for dealing with missing observations, seasonality and quality change in price indices

Author: Paul A Armknecht; Fenella Maitland-Smith; International Monetary Fund. Statistics Department.
Publisher: [Washington, D.C.] : International Monetary Fund, Statistics Department, ©1999.
Series: IMF working paper, WP/99/78.
Edition/Format:   Print book : International government publication : EnglishView all editions and formats
Summary:
Price index compilers frequently face situations where price observations are missing due to seasonal unavailability, supply shortages, or the discontinuation of products. Incorrect treatment of such situations can result in biased price indices. This paper presents statistical imputation techniques that index compilers can use to prevent bias and suggests the extension of the same techniques to assist with  Read more...
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Genre/Form: Modèles mathématiques
Additional Physical Format: Online version:
Armknecht, Paul A., 1945-
Price imputation and other techniques for dealing with missing observations, seasonality and quality change in price indices.
[Washington, D.C.] : International Monetary Fund, Statistics Department, ©1999
(OCoLC)647372931
Material Type: Government publication, International government publication, Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Paul A Armknecht; Fenella Maitland-Smith; International Monetary Fund. Statistics Department.
OCLC Number: 41956165
Notes: Caption title.
"June 1999."
Description: 28 pages ; 28 cm.
Series Title: IMF working paper, WP/99/78.
Responsibility: prepared by Paul A. Armknecht and Fenella Maitland-Smith.

Abstract:

Price index compilers frequently face situations where price observations are missing due to seasonal unavailability, supply shortages, or the discontinuation of products. Incorrect treatment of such situations can result in biased price indices. This paper presents statistical imputation techniques that index compilers can use to prevent bias and suggests the extension of the same techniques to assist with adjustments for quality differences. The use of additional procedures for dealing with some of the problems caused by seasonal commodities is also discussed.

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