Practical Multivariate Analysis
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portes grátis
Practical Multivariate Analysis
Donatello, Robin; May, Susanne; Afifi, Abdelmonem; Clark, Virginia A.
Taylor & Francis Ltd
10/2019
434
Dura
Inglês
9781138702226
15 a 20 dias
925
Descrição não disponível.
Part I: Preparation for Analysis. What is Multivariate Analysis? Characterizing Data for Analysis. Preparing for Data Analysis. Data Visualization. Data Screening and Transformations. Data Visualization. Selecting Appropriate Analyses. Part II: Regression Analysis. Simple Regression and Correlation. Multiple Regression and Correlation. Variable Selection in Regression. Special Regression Topics. Discriminant analysis. Logistic Regression. Regression Analysis with Survival Data. Principal Components Analysis. Factor Analysis. Cluster Analysis. Log-Linear Analysis. Correlated Outcomes Regression.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Multiple Linear Regression;Lung Cancer Data Set;Multivariate Analysis;Risk Score Groups;multivariate statistical analyses;Nominal Logistic Regression;simple linear regression;Dummy Variables;CESD Scale;canonical correlation analysis;Missing Values;discriminant analysis;Missing Data;logistic regression analysis;Log Linear Model;survival analysis;Depression Data;principal components analysis;Vice Versa;factor analysis;Log Linear Analysis;cluster analysis;Random Intercept;log-linear analysis;Data Set;statistical software;Multiple Imputation;characterizing data for analysis;Normal Probability Plot;exploratory analysis;Discriminant Function Analysis;data visualization;Iterated Principal Components;confirmatory analysis;Partial Residual Plots;generalized estimation;Nonrandom Missing Data;Likelihood Ratio Chi Square;Time Dependent Explanatory Variables;Roc Curve;Regression Plane
Part I: Preparation for Analysis. What is Multivariate Analysis? Characterizing Data for Analysis. Preparing for Data Analysis. Data Visualization. Data Screening and Transformations. Data Visualization. Selecting Appropriate Analyses. Part II: Regression Analysis. Simple Regression and Correlation. Multiple Regression and Correlation. Variable Selection in Regression. Special Regression Topics. Discriminant analysis. Logistic Regression. Regression Analysis with Survival Data. Principal Components Analysis. Factor Analysis. Cluster Analysis. Log-Linear Analysis. Correlated Outcomes Regression.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Multiple Linear Regression;Lung Cancer Data Set;Multivariate Analysis;Risk Score Groups;multivariate statistical analyses;Nominal Logistic Regression;simple linear regression;Dummy Variables;CESD Scale;canonical correlation analysis;Missing Values;discriminant analysis;Missing Data;logistic regression analysis;Log Linear Model;survival analysis;Depression Data;principal components analysis;Vice Versa;factor analysis;Log Linear Analysis;cluster analysis;Random Intercept;log-linear analysis;Data Set;statistical software;Multiple Imputation;characterizing data for analysis;Normal Probability Plot;exploratory analysis;Discriminant Function Analysis;data visualization;Iterated Principal Components;confirmatory analysis;Partial Residual Plots;generalized estimation;Nonrandom Missing Data;Likelihood Ratio Chi Square;Time Dependent Explanatory Variables;Roc Curve;Regression Plane
