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Factor analysis is a standard statistical technique for reducing data dimensionality, which is widely used in sociology, psychology, and demography. Also, financial and insurance institutions commonly use such a technique for marketing research.
Jurczak Jolanta, Jurczak Grzegorz
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Multi-Study Factor Analysis [PDF]
AbstractWe introduce a novel class of factor analysis methodologies for the joint analysis of multiple studies. The goal is to separately identify and estimate (1) common factors shared across multiple studies, and (2) study-specific factors. We develop an Expectation Conditional-Maximization algorithm for parameter estimates and we provide a procedure
De Vito, Roberta +3 more
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Background: Our aim was to study the regional differences in dietary patterns in India and their association with population-level nutrition-related health indicators such as the prevalence of anemia, overweight, undernutrition, and hyperglycemia ...
Padmanaban Venkatesan +2 more
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Multimodal factor analysis [PDF]
A multimodal system with Poisson, Gaussian, and multinomial observations is considered. A generative graphical model that combines multiple modalities through common factor loadings is proposed. In this model, latent factors are like summary objects that has latent factor scores in each modality, and the observed objects are represented in terms of ...
Yilmaz, Yasin, Hero, Alfred O.
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Multivariate analysis of post-transition OECD countries in the context of inequality measures
The aim of this paper is to classify the post-transition OECD countries according to the Gini coefficient for income inequality, the S80/S20 ratio, the income share of the bottom 40% of the population, educational attainment – tertiary education, and ...
Tomislav Korotaj +2 more
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Factor Analysis of Moving Average Processes [PDF]
The paper considers an extension of factor analysis to moving average processes. The problem is formulated as a rank minimization of a suitable spectral density.
Sepulchre, Rodolphe, Zorzi, Mattia
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Factor Analysis: Chisquare as Rotation Criterion [PDF]
The rotation problem in factor analysis consists in finding an orthogonal transformation of the initial factor loadings so that the rotated loadings have a simple structure that can be easily interpreted.
Knüsel, Leo
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Robust Promin: a method for diagonally weighted factor rotation
Oblique rotation of factors is usually performed in exploratory factor analysis in order to achieve the best and simplest interpretation of the solution based on the prescribed number of factors.
Urbano Lorenzo-Seva, Pere J. Ferrando
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Designing the model of External Factors for Universitie’s promotion in National and International Rankings [PDF]
The present study aimed at designing the external factors model for promoting universities in national and international Rankings through exploratory mixed method. The statistical population in the qualitative section included policymakers and experts in
mohammad khanazizi +3 more
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Algebraic Factor Analysis: Tetrads, Pentads and Beyond [PDF]
Factor analysis refers to a statistical model in which observed variables are conditionally independent given fewer hidden variables, known as factors, and all the random variables follow a multivariate normal distribution.
Drton, Mathias +2 more
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