A Step-by-Step Guide to Exploratory Factor Analysis with R and RStudio

A Step-by-Step Guide to Exploratory Factor Analysis with R and RStudio By Watkins, Marley Published by Taylor & Francis Publication Date: 2020-12-30 Subject: Psychological Theory, Systems, Schools And Viewpoints, Psychological Methodology, Psychotherapy, Health, Relationships And Personal Development, Personal And Public Health Health Education, Personal And Public Health, Health Education, Nursing Research And Theory, Probability And Statistics, Research Methods: General, Society And Culture: General, Sociology, Econometrics And Economic Statistics, Psychological Theory & Schools Of Thought, Health & Personal Development, Personal & Public Health, Nursing Research & Theory, Probability & Statistics, Research Methods - General, Society & Culture - General, Economic Statistics, Psychology General, Psychology, General, Psychology Human Sexuality (See Also Social Science Human Sexuality), Human Sexuality (See Also Social Science, Human Sexuality), Psychology Mental Health, Mental Health, Sdq Data;Exploratory Factor Analysis;Multivariate;Psych Package;Applied;Schmid Leiman Transformation;Structural Equation Modeling;Iq Data;Sem;Common Factor Analysis;Quantitative Research;Common Factor Model;Open Source Software;Efa Result;Best Practice;Interfactor Correlation;Psychological Measurement;Efa Model;R Packages;Reduced Correlation Matrix;Bifactor Model;Qgraph Package;Rstudio Software;Priori Guidelines;Saliently Loaded;Map;Scree Plot;Pattern Coefficients;Structure Coefficients;Tetrachoric Correlation;Data Sets;Path Diagram;Correlation Matrix;Univariate Kurtosis;Approximate Fit Indices, Business & Economics Econometrics, Mathematics Probability & Statistics - Multivariate Analysis, Psychology General, Psychology Human Sexuality (See Also Social Science Human Sexuality), Psychology Mental Health, Psychology Research & Methodology, Psychology Human Sexuality (See Also Social Science - Human Sexuality), Psychology Mental Health, Econometrics, Economic Statistics, Health & Personal Development, Nursing Research & Theory, Personal & Public Health, Probability & Statistics, Psychological Theory & Schools Of Thought, Psychological Theory &Amp; Schools Of Thought, Research Methods - General, Society & Culture - General, Econometrics And Economic Statistics, Health, Relationships And Personal Development, Nursing Research And Theory, Personal And Public Health Health Education, Probability And Statistics, Psychological Methodology, Psychological Theory, Systems, Schools And Viewpoi, Psychological Theory, Systems, Schools And Viewpoints, Psychotherapy, Research Methods: General, Society And Culture: General, Sociology Subject Keywords: SDQ Data;Exploratory Factor Analysis;multivariate;Psych Package;applied;Schmid Leiman Transformation;structural equation modeling;IQ Data;SEM;Common Factor Analysis;quantitative research;Common Factor Model;open source software;EFA Result;best practice;Interfactor Correlation;psychological measurement;EFA Model;R packages;Reduced Correlation Matrix;Bifactor Model;Qgraph Package;Rstudio software;Priori Guidelines;Saliently Loaded;Map;Scree Plot;Pattern Coefficients;Structure Coefficients;Tetrachoric Correlation;Data Sets;Path Diagram;Correlation Matrix;Univariate Kurtosis;Approximate Fit Indices, applied; best practice; multivariate; open source software; psychological measurement; quantitative research; SEM; structural equation modeling; Exploratory factor analysis; Rstudio software; R packages; Psych Package; EFA Result; EFA Model; Common Factor Model; Map; Bifactor Model; IQ Data; Reduced Correlation Matrix; Qgraph Package; Saliently Loaded; Common Factor Analysis; SDQ Data; Scree Plot; Structure Coefficients; Pattern Coefficients; Schmid Leiman Transformation; Priori Guidelines; Interfactor Correlation Genre: Psychological Theory, Systems, Schools And Viewpoints, Psychological Methodology, Psychotherapy, Health, Relationships And Personal Development, Personal And Public Health, Health Education, Nursing Research And Theory, Probability And Statistics, Research Methods: General, Society And Culture: General, Sociology, Econometrics And Economic Statistics, Psychological Theory & Schools Of Thought, Psychological Methodology, Psychotherapy, Health & Personal Development, Personal & Public Health, Nursing Research & Theory, Probability & Statistics, Research Methods - General, Society & Culture - General, Sociology, Economic Statistics, Psychology, General, Psychology, Human Sexuality (See Also Social Science, Human Sexuality), Psychology, Mental Health Target Audience: Tertiary education