2010Unpublished venueRequires access

The Application of Hedonic Imputation Method in the Quality-adjusted Price Index

Gao Yan-yun

Open publisher page 0 citations

Abstract

Imputation method is a widely used approach to dealing with missing data.When compiling the price indices,missing data are often encountered.Some products disappear in the current period temporarily or permanently,or new products appear in the market.At the same time change may occur,so the price index may be biased with quality change bias.Hedonic imputation method could impute the missing price,also reduce the change bias.The paper discusses the different forms of hedonic imputation indexes and compares their different characteristics.In the final part the paper empirically compiles the hedonic imputation index for notebook PC and draws some conclusions.

About this research paper

What this paper is about

Imputation method is a widely used approach to dealing with missing data.When compiling the price indices,missing data are often encountered.Some products disappear in the current period temporarily or permanently,or new products appear in the market.At the same time change may occur,so the price index may be biased with quality change bias.Hedonic imputation method could impute the missing price,also reduce the change bias.The paper discusses the different forms of hedonic imputation indexes and compares their different characteristics.In the final part the paper empirically compiles the hedonic imputation index for notebook PC and draws some conclusions.

Why it matters

A significance statement is not available in the OpenAlex record.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Imputation method is a widely used approach to dealing with missing data.When compiling the price indices,missing data are often encountered.Some products disappear in the current period temporarily or permanently,or new products appear in the market.At the same time change may occur,so the price index may be biased with quality change bias.Hedonic imputation method could impute the missing price,also reduce the change bias.The paper discusses the different forms of hedonic imputation indexes and compares their different characteristics.In the final part the paper empirically compiles the hedonic imputation index for notebook PC and draws some conclusions.

Key concepts: Imputation (statistics), Hedonic index, Missing data, Econometrics, Price index, Index (typography), Computer science, Statistics

Related papers

Back to paper searchBrowse research topicsOriginal source
The Application of Hedonic Imputation Method in the Quality-adjusted Price Index — Research Paper | ScholarLens