SAMPLE SIZE AND STRUCTURE FOR MULTILEVEL MODELLING: MONTE CARLO INVESTIGATION FOR THE BALANCED DESIGN
SAMPLE SIZE AND STRUCTURE FOR MULTILEVEL MODELLING: MONTE CARLO INVESTIGATION FOR THE BALANCED DESIGN
Author(s): Edyta ŁaszkiewiczSubject(s): Economy
Published by: Szkoła Główna Gospodarstwa Wiejskiego w Warszawie
Keywords: multilevel model; Monte Carlo; sample size
Summary/Abstract: The aim of the study is to examine the robustness of the estimates and standard errors in the case of different structure of the sample and its size. The two-level model with a random intercept, slope and fixed effects, estimated using maximum likelihood, was taken into account. We used Monte Carlo simulation, performed on a sample of the equipotent groups
Journal: Metody Ilościowe w Badaniach Ekonomicznych
- Issue Year: XIV/2013
- Issue No: 2
- Page Range: 19-28
- Page Count: 10
- Language: English