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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Applied Stochastic M...arrow_drop_down
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
Applied Stochastic Models in Business and Industry
Article . 2002 . Peer-reviewed
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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
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A linear mixed model for the hedonic pricing model

Authors: Miyamoto, Michiko; Tsubaki, Hiroe;

A linear mixed model for the hedonic pricing model

Abstract

AbstractThis paper introduces a mixed effects model for an application of the hedonic price regression model for panel data. Thus far, the development of hedonic pricing regression for repeated measurements has received relatively little attention. This approach is applied to compare different pricing strategies of companies in the digital still camera industry in Japan. The results suggest that there exist statistically significant differences in speed of price decline among companies and price differences between two observed stores. The results from this analysis are different from those of the previous study in the digital still camera using a modified PCA hedonic regression model by Miyamoto and Tsubaki Behaviormetrika 2001;2:111–152, which may bias to more significant results through fitting fixed effects models without serial correlations. Copyright © 2002 John Wiley & Sons, Ltd.

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Keywords

panel data, repeated observations, serial correlations, Microeconomic theory (price theory and economic markets), Applications of statistics to economics, linear mixed models

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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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