A Study Verifying the Dimensioning of a Multivariate Dichotomized Sample in Exploratory Factor Analysis

被引：0

作者：

Novak, Rosilei S. ^{[1
]}

Marques, Jair M. ^{[1
]}

机构：

[1] Univ Fed Parana, Curitiba, Parana, Brazil

来源：

JOURNAL OF MODERN APPLIED STATISTICAL METHODS | 2019年 / 18卷 / 01期

关键词：

Exploratory factor analysis; dichotomized data; sample size; polynomial regression;

D O I：

10.22237/jmasm/1556669760

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

The sample size dichotomized was related to the measure of sampling adequacy, considering the explanations provided by factors and commonalities. Monte Carlo simulation generated multivariate normal samples and varying the number of observations, the factor analysis was applied in each sample dichotomized. Results were modeled by polynomial regression based on the sample sizing.

引用

页数：11

共 8 条

[1]

[Anonymous], 1978, SCI USE FACTOR ANAL, DOI [DOI 10.1007/978-1-4684-2262-7, 10.1007/978-1-4684-2262-7]

[2]

Embretson S.E., 2013, Item response theory for psychologists

[3] MULTIVARIATE-ANALYSIS - NEED FOR DATA, AND OTHER PROBLEMS [J].