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
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Lo trovi qui: Univ. Federico II | ||
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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
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
| Lo trovi qui: Univ. Federico II | ||
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