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Data from SEM 1: Confirmatory Factor Analysis (2020)
2020This repository contains data collected and analyzed during the Structural Equation Modeling 1: Confirmatory Factor Analysis 2020 course of the University of Amsterdam: Research Master Psychology. The entire course is online at http://sachaepskamp.com/SEM2020. Data was collected between April 9 and April 16, during the peak COVID-19 outbreak.
Maier, Maximilian +32 more
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Bayesian confirmatory analysis of multiple response data
Applied Marketing Analytics: The Peer-Reviewed Journal, 2017This paper proposes a Bayesian confirmatory factor-analytic probit model to reveal the latent utility structure of multiple response data commonly found in marketing surveys. It conditions model formulation on previous knowledge and imposes a parsimonious hierarchical structure involving a measurement model (to define common factors) and a structural ...
Mauricio Ferreira +2 more
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Controlling Correlational Bias via Confirmatory Factor Analysis of MTMM Data
Multivariate Behavioral Research, 1991Confirmatory factor analysis of multitrait-multimethod (MTMM) data has proven to be a useful tool for assessing convergent and discriminant validity. However, researchers have not made full use of the results of MTMM analyses in examining the relationship between MTMM factors and variables outside the MTMM. Often, researchers simply average the various
J W, Graham, N L, Collins
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Confirmatory mass‐spectral data for cyclic fatty acid monomers
Journal of the American Oil Chemists' Society, 1996AbstractCyclic fatty acid monomers (CFAM) are degradation products found in heat‐abused edible oils. This study confirms previously published data and reports the structural elucidation of hydrogenated and deuterated monocyclic and bicyclic CFAM prepared from the corresponding unsaturated species that were previously isolated from heated flaxseed ...
M. M. Mossoba +4 more
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Descriptive Data Analysis: A Concept between Confirmatory and Exploratory Data Analysis
Methods of Information in Medicine, 1987SummaryConfirmatory Data Analysis (CDA) in randomized comparative (“controlled”) studies with many variables and/or time points of interest finds its limitations in the multiplicity of desired inferential statements which leads to unfeasibly small adjusted significance levels (“Bon-ferronization”) and, thereby, to unduly increased risks of not ...
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Combinatorial data analysis: Confirmatory comparisons between sets of matrices
Applied Stochastic Models and Data Analysis, 1989AbstractThe task of assessing the similarity of pattern between the entries of two square matrices has been discussed extensively over the last decade, as a unifying strategy for approaching a variety of seemingly disparate statistical problems. As typically defined, the comparison depends on a measure of matrix correspondence, usually a normalized ...
Hubert, Lawrence, Arabie, Phipps
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Main Study—Data Reduction and Confirmatory Factor Analysis
2017The main research study consists of obtaining feedback through the questionnaire developed from all the organizations identified for data collection. In this context, a sample size of 270 organizations was considered for the main study. Out of 270 samples, 150 are from Bangalore region (Karnataka) and remaining 120 from Coimbatore region (Tamil Nadu ...
R. Srinivasan, C. P. Lohith
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Confirmatory Factor Analysis of Ordinal Data Using Full‐Information Adaptive Quadrature
Australian & New Zealand Journal of Statistics, 2016SummaryWe conducted confirmatory factor analysis (CFA) of responses (N=803) to a self‐reported measure of optimism, using full‐information estimation via adaptive quadrature (AQ), an alternative estimation method for ordinal data. We evaluated AQ results in terms of the number of iterations required to achieve convergence, model fit, parameter ...
Bryant, Fred B., Jöreskog, Karl G.
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Data-Driven and Confirmatory Subgroup Analysis in Clinical Trials
2020In this chapter we provide an overview of the principles and practice of subgroup analysis in late-stage clinical trials. For convenience, we classify different subgroup analyses into two broad categories: data-driven and confirmatory. The two settings are different from each other primarily by the scope and extent of pre-specification of patient ...
Alex Dmitrienko +3 more
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Development of the Relational Ageism Scale: Confirmatory Test on Survey Data
The International Journal of Aging and Human Development, 2019The objective of the study is to test a refined measure of attitudes about aging as a multidimensional construct reflective of a relational process that includes personal identity (i.e., beliefs about oneself), social identity (i.e., self-conception based on group membership), and collective identity (i.e., self-conception based on comparison of ...
Tracey Gendron +3 more
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