Vintage factor analysis with Varimax performs statistical inference [PDF]
Abstract In the 1930s, Psychologists began developing Multiple-Factor Analysis to decompose multivariate data into a small number of interpretable factors without any a priori knowledge about those factors. In this form of factor analysis, the Varimax factor rotation redraws the axes through the multi-dimensional factors to make them ...
Rohe, Karl, Zeng, Muzhe
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Instability of statistical factor analysis [PDF]
Summary: Factor analysis, a popular method for interpreting multivariate data, models the covariance among \(p\) variables as being due to a small number (\(k\), \(1 \leq k < p\)) of hidden variables. A factor analysis of \(Y\) can be thought of as an ordered or unordered collection, \(F(Y)\), of \(k\) linearly independent lines in \(\mathbb{R} ^{p}\).
S. P. Ellis
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This study investigates triangulation of the findings of a qualitative analysis by applying an exploratory factor analysis to themes identified in a phenomenological study.
Kathy Ahern
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Heritabilities of Facial Measurements and Their Latent Factors in Korean Families [PDF]
Genetic studies on facial morphology targeting healthy populations are fundamental in understanding the specific genetic influences involved; yet, most studies to date, if not all, have been focused on congenital diseases accompanied by facial anomalies.
Hyun-Jin Kim +10 more
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Best-fit model of exploratory and confirmatory factor analysis of the 2010 Medical Council of Canada Qualifying Examination Part I clinical decision-making cases [PDF]
Purpose: This study aims to assess the fit of a number of exploratory and confirmatory factor analysis models to the 2010 Medical Council of Canada Qualifying Examination Part I (MCCQE1) clinical decision-making (CDM) cases.
André F. De Champlain
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The validity and reliability of a problem-based learning implementation questionnaire [PDF]
Purpose: The aim of this paper is to provide evidence for the validity and reliability of a questionnaire for assessing the implementation of problem-based learning (PBL).
Bhina Patria
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Construct validity test of evaluation tool for professional behaviors of entry-level occupational therapy students in the United States [PDF]
Purpose: This study aimed to test the construct validity of an instrument to measure student professional behaviors in entry-level occupational therapy (OT) students in the academic setting. Methods: A total of 718 students from 37 OT programs across the
Hon K. Yuen +4 more
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A Clinical Study of Structural Properties of Osteosarcopenic Obesity Syndrome Using Multivariate Statistical Methods [PDF]
Background Osteosarcopenic obesity syndrome (OSO) is a disease that seriously endangers the health of older people. The rational classification of the disease can guide the clinical diagnosis and treatment.
Yizhen NIE, Zhaoqi YAN, Wei YAN, Hongmei FU, Xingjuan ZHAO, Hui YIN, Qunhong WU
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Least-squares exploratory factor analysis based on tetrachoric/polychoric correlations is a robust, defensible and widely used approach for performing item analysis, especially in the first stages of scale development. A relatively common problem in this
U. Lorenzo-Seva, P. J. Ferrando
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Multivariate statistical analysis of geomorphological parameters for Sinai Peninsula
Sinai Peninsula was delineated to 62 hydrological catchments using WMS and GIS tools. Thirty geo-morphometric parameters were calculated for each catchment. Statistical analyses were conducted to determine the important parameters namely Factor analysis (
Abdelhamid Mohamed Hamdy Eltahan +2 more
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