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Advanced Statistics for the Behavioral Sciences : A Computational Approach with R / / by Jonathon D. Brown
Advanced Statistics for the Behavioral Sciences : A Computational Approach with R / / by Jonathon D. Brown
Autore Brown Jonathon D
Edizione [1st ed. 2018.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018
Descrizione fisica 1 online resource (XXI, 526 p. 244 illus., 207 illus. in color.)
Disciplina 519.5
Soggetto topico Social sciences - Statistical methods
Statistics
Psychometrics
Psychology
Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy
Statistical Theory and Methods
Behavioral Sciences and Psychology
ISBN 3-319-93549-6
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Linear Equations -- Least Squares Estimation -- Linear Regression -- Eigen Decomposition -- Singular Value Decomposition -- Generalized Least Squares Estimation -- Robust Regression -- Model Selection and Biased Estimation -- Cubic Splines and Additive Models -- Nonlinear Regression and Optimization -- Generalized Linear Models -- Survival Analysis -- Time Series Analysis -- Mixed Effects Models. .
Record Nr. UNINA-9910320753403321
Brown Jonathon D  
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Linear Models in Matrix Form : A Hands-On Approach for the Behavioral Sciences / / by Jonathon D. Brown
Linear Models in Matrix Form : A Hands-On Approach for the Behavioral Sciences / / by Jonathon D. Brown
Autore Brown Jonathon D
Edizione [1st ed. 2014.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014
Descrizione fisica 1 online resource (XIX, 536 p. 77 illus., 28 illus. in color.)
Disciplina 150.1519535
Soggetto topico Social sciences - Statistical methods
Psychometrics
Statistics
Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy
Statistical Theory and Methods
ISBN 3-319-11734-3
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Matrix Properties and Operations -- Simple Linear Regression -- Maximum Likelihood Estimation -- Multiple Regression -- Matrix Decompositions -- Problematic Observations -- Errors and Residuals -- Linearizing Transformations and Nonparametric Smoothers -- Cross-Product Terms and Interactions -- Polynomial Regression -- Categorical Predictors -- Factorial Designs -- Analysis of Covariance -- Moderation -- Mediation.
Record Nr. UNINA-9910299973303321
Brown Jonathon D  
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui