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ADEQUATE SAMPLE SIZES FOR 2-LEVEL HIERARCHICAL LINEAR MODELING

Name: ADEQUATE SAMPLE SIZES FOR 2-LEVEL HIERARCHICAL LINEAR MODELING
Brand: VDM Verlag Dr. Müller
SKU: 06828983
Price: 62.29 EUR
Availability: InStock
Author: Tsehua Shih
ISBN: 9783639210583

HIERARCHICAL LINEAR MODELING

Tsehua Shih

Lingua

Inglese

Libro In brossura

Codice Libristo: 06828983

Casa editrice VDM Verlag Dr. Müller, novembre 2008

Because educational data typically have ICCs ranging from 0.1 to 0.2, we focus our discussions about... Descrizione completa

Codice Libristo: 06828983

152 b

62.29 €

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Because educational data typically have ICCs ranging from 0.1 to 0.2, we focus our discussions about adequate sample sizes under ICC = 0.15 as a representative condition. This study discusses ranges of sample sizes that are inadequate or adequate for statistical power, relative bias, and accuracy of individual parameter estimates. Unlike previous studies that dogmatize minimum sample size requirement for various purposes, the current study, with more detailed simulation designs for small sample sizes and ICCs, provides numerous options of adequate sample sizes under various ICC conditions. By providing these options and well- documented simulation results, this study emphasizes that adequate sample sizes at either level 1 or level 2 can be adjusted according to different interests in parameter estimates, different expectation of statistical power, and different ranges of tolerable bias and accuracy. This will assist researchers in making better decisions for selecting adequate sample sizes in HLM analysis.