Bias - Corrected Estimator of Factor Loadings in Bayesian Factor Analysis  

Oleh:

Sen, Pranab K. ; Hayashi, Kentaro

Jenis: Article from Journal - ilmiah internasional
Dalam koleksi: Educational and Psychological Measurement vol. 62 no. 6 (2002), page 944-959.
Topik: Bayesian; bayesian analysis; bias
Fulltext: 944.pdf (180.13KB)

Ketersediaan

Perpustakaan Pusat (Semanggi) Nomor Panggil: EE30.8 Non-tandon: 1 (dapat dipinjam: 0) Tandon: tidak ada

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Isi artikel

A bayesian factor analysis model is implemented to formulate estimator of the hyperparameters. Motivated by a simulation study that revealed significant bias in the bayes estimates of factor leadings, new bias - corrected estimators of factor loadings in the bayesian factor analysis are proposed and their properties studied, a simulation study reveals a more favorable picture.

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