探索性因子分析中多元二分类样本的维度验证研究

Q3 Mathematics

Journal of Modern Applied Statistical Methods Pub Date : 2020-03-09 DOI:10.22237/jmasm/1556669760

Rosilei S. Novak, J. Marques

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引用次数: 0

摘要

考虑到因素和共性提供的解释，二分样本量与抽样充分性的衡量有关。蒙特卡罗模拟生成多变量正态样本，并改变观测次数，对每个样本应用因子分析进行二分。基于样本大小，通过多项式回归对结果进行建模。

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

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.

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来源期刊

Journal of Modern Applied Statistical Methods STATISTICS & PROBABILITY-

CiteScore

0.50

自引率

0.00%

发文量

期刊介绍： The Journal of Modern Applied Statistical Methods is an independent, peer-reviewed, open access journal designed to provide an outlet for the scholarly works of applied nonparametric or parametric statisticians, data analysts, researchers, classical or modern psychometricians, and quantitative or qualitative methodologists/evaluators.