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: 9783639210583
Price: 58.24 EUR
Availability: InStock

HIERARCHICAL LINEAR MODELING

Autor: Tsehua Shih

Jazyk:

Väzba: Brožovaná

Vydavateľ: VDM Verlag Dr. Müller

Dostupnosť: U vydavateľa na objednávku

Odosielame za 17-27 dní

58.24 €

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

Informácie o knihe

Autor

Tsehua Shih

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2009

Stránok

132

EAN

9783639210583

Enbook ID

06828983

Vydavateľ

VDM Verlag Dr. Müller

Rozmery

150 x 220 x 8

Kompletný popis

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.

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ADEQUATE SAMPLE SIZES FOR 2-LEVEL HIERARCHICAL LINEAR MODELING

HIERARCHICAL LINEAR MODELING

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