Könyv ADEQUATE SAMPLE SIZES FOR 2-LEVEL HIERARCHICAL LINEAR MODELING Tsehua Shih

ADEQUATE SAMPLE SIZES FOR 2-LEVEL HIERARCHICAL LINEAR MODELING

HIERARCHICAL LINEAR MODELING

Szerző: Tsehua Shih
Nyelv: Angol
Kötés: Puha kötésű
Elérhetőség: Kiadói készleten rendelésre
Küldés 17-27 napon belül
20 667 Ft
Because educational data typically have ICCs ranging from 0.1 to 0.2, we focus our discussions about...

Információk a könyvről

Szerző
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2009
oldal
132
EAN
9783639210583
Enbook ID
06828983
Méretek
150 x 220 x 8

Teljes leírás

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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