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Advanced Linear Modeling : Statistical Learning and Dependent Data / / by Ronald Christensen
| Advanced Linear Modeling : Statistical Learning and Dependent Data / / by Ronald Christensen |
| Autore | Christensen Ronald |
| Edizione | [3rd ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (618 pages) : illustrations |
| Disciplina | 519.5 |
| Collana | Springer Texts in Statistics |
| Soggetto topico |
Probabilities
Mathematics - Data processing Statistics Probability Theory Computational Mathematics and Numerical Analysis Statistical Theory and Methods |
| ISBN |
9783030291648
3030291642 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Nonparametric Regression -- 2. Penalized Estimation -- 3. Reproducing Kernel Hilbert Spaces -- 4. Covariance Parameter Estimation -- 5. Mixed Models and Variance Components -- 6. Frequency Analysis of Time Series -- 7. Time Domain Analysis -- 8. Linear Models for Spacial Data: Kriging -- 9. Multivariate Linear Models: General. 10. Multivariate Linear Models: Applications -- 11. Generalized Multivariate Linear Models and Longitudinal Data -- 12. Discrimination and Allocation -- 13. Binary Discrimination and Regression -- 14. Principal Components, Classical Multidimensional Scaling, and Factor Analysis -- A Mathematical Background -- B Best Linear Predictors -- C Residual Maximum Likelihood -- Index -- Author Index. |
| Record Nr. | UNINA-9910364955903321 |
Christensen Ronald
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Bayesian ideas and data analysis : an introduction for scientists and statisticians / / by Ronald Christensen, Wesley Johnson, Adam Branscum and Timothy E Hanson
| Bayesian ideas and data analysis : an introduction for scientists and statisticians / / by Ronald Christensen, Wesley Johnson, Adam Branscum and Timothy E Hanson |
| Autore | Christensen Ronald |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | Boca Raton, FL : , : CRC Press, an imprint of Taylor and Francis, , 2010 |
| Descrizione fisica | 1 online resource (518 p.) |
| Disciplina | 519.5/42 |
| Collana | Chapman & Hall/CRC Texts in Statistical Science Series |
| Soggetto topico | Bayesian statistical decision theory |
| Soggetto genere / forma | Electronic books. |
| ISBN |
0-429-11177-0
1-4398-9479-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front cover; Contents; Preface; Chapter 1: Prologue; Chapter 2: Fundamental Ideas I; Chapter 3: Integration Versus Simulation; Chapter 4: Fundamental Ideas II; Chapter 5:Comparing Populations; Chapter 6: Simulations; Chapter 7: Basic Concepts of Regression; Chapter 8: Binomial Regression; Chapter 9: Linear Regression; Chapter 10: Correlated Data; Chapter 11: Count Data; Chapter 12: Time to Event Data; Chapter 13: Time to Event Regression; Chapter 14: Binary Diagnostic Tests; Chapter 15: Nonparametric Models; Appendix A: Matrices and Vectors; Appendix B: Probability
Appendix C: Getting Started in RReferences; Author Index; Subject Index; Back cover |
| Record Nr. | UNINA-9910460758603321 |
|
Christensen Ronald
|
||
| Boca Raton, FL : , : CRC Press, an imprint of Taylor and Francis, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Bayesian ideas and data analysis : an introduction for scientists and statisticians / / by Ronald Christensen, Wesley Johnson, Adam Branscum and Timothy E Hanson
| Bayesian ideas and data analysis : an introduction for scientists and statisticians / / by Ronald Christensen, Wesley Johnson, Adam Branscum and Timothy E Hanson |
| Autore | Christensen Ronald |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | Boca Raton, FL : , : CRC Press, an imprint of Taylor and Francis, , 2010 |
| Descrizione fisica | 1 online resource (518 p.) |
| Disciplina | 519.5/42 |
| Collana | Chapman & Hall/CRC Texts in Statistical Science Series |
| Soggetto topico | Bayesian statistical decision theory |
| ISBN |
0-429-11177-0
1-4398-9479-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front cover; Contents; Preface; Chapter 1: Prologue; Chapter 2: Fundamental Ideas I; Chapter 3: Integration Versus Simulation; Chapter 4: Fundamental Ideas II; Chapter 5:Comparing Populations; Chapter 6: Simulations; Chapter 7: Basic Concepts of Regression; Chapter 8: Binomial Regression; Chapter 9: Linear Regression; Chapter 10: Correlated Data; Chapter 11: Count Data; Chapter 12: Time to Event Data; Chapter 13: Time to Event Regression; Chapter 14: Binary Diagnostic Tests; Chapter 15: Nonparametric Models; Appendix A: Matrices and Vectors; Appendix B: Probability
Appendix C: Getting Started in RReferences; Author Index; Subject Index; Back cover |
| Record Nr. | UNINA-9910797025003321 |
|
Christensen Ronald
|
||
| Boca Raton, FL : , : CRC Press, an imprint of Taylor and Francis, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Log-Linear Models and Logistic Regression / / by Ronald Christensen
| Log-Linear Models and Logistic Regression / / by Ronald Christensen |
| Autore | Christensen Ronald |
| Edizione | [3rd ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (814 pages) |
| Disciplina | 519.5/35 |
| Collana | Springer Texts in Statistics |
| Soggetto topico |
Regression analysis
Statistics Biometry Linear Models and Regression Bayesian Inference Biostatistics |
| ISBN |
9783031690389
3031690389 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Two-Dimensional Tables and Simple Logistic Regression -- Three-Dimensional Tables -- Logistic Regression, Logit Models, and Logistic Discrimination -- Independence Relationships and Graphical Models -- Model Selection Methods and Model Evaluation -- Models for Factors with Quantitative Levels -- Fixed and Random Zeros -- Generalized Linear Models -- The Matrix Approach to Log-Linear Models -- The Matrix Approach to Logit Models -- Maximum Likelihood Theory for Log-Linear Models -- Bayesian Binomial Regression. Exact Conditional Tests. - Correspondence Analysis. |
| Record Nr. | UNINA-9910999676303321 |
|
Christensen Ronald
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||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Plane Answers to Complex Questions [[electronic resource] ] : The Theory of Linear Models / / by Ronald Christensen
| Plane Answers to Complex Questions [[electronic resource] ] : The Theory of Linear Models / / by Ronald Christensen |
| Autore | Christensen Ronald |
| Edizione | [5th ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (XXII, 529 p. 33 illus.) |
| Disciplina | 519.535 |
| Collana | Springer Texts in Statistics |
| Soggetto topico |
Statistics
Statistical Theory and Methods |
| ISBN | 3-030-32097-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Introduction -- 2. Estimation -- 3. Testing -- 4. One-Way ANOVA -- 5. Multiple Comparison Techniques -- 6. Regression Analysis -- 7. Multifactor Analysis of Variance -- 8. Experimental Design Models -- 9. Analysis of Covariance -- 10. General Gauss-Markov Models -- 11. Split Plot Models -- 12. Model Diagnostics -- 13. Collinearity and Alternative Estimates -- 14. Variable Selection -- Appendix A - 6 -- References -- Index -- Author Index. |
| Record Nr. | UNISA-996418272503316 |
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Christensen Ronald
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Plane Answers to Complex Questions : The Theory of Linear Models / / by Ronald Christensen
| Plane Answers to Complex Questions : The Theory of Linear Models / / by Ronald Christensen |
| Autore | Christensen Ronald |
| Edizione | [5th ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (XXII, 529 p. 33 illus.) |
| Disciplina | 519.535 |
| Collana | Springer Texts in Statistics |
| Soggetto topico |
Statistics
Statistical Theory and Methods |
| ISBN |
9783030320973
3030320979 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Introduction -- 2. Estimation -- 3. Testing -- 4. One-Way ANOVA -- 5. Multiple Comparison Techniques -- 6. Regression Analysis -- 7. Multifactor Analysis of Variance -- 8. Experimental Design Models -- 9. Analysis of Covariance -- 10. General Gauss-Markov Models -- 11. Split Plot Models -- 12. Model Diagnostics -- 13. Collinearity and Alternative Estimates -- 14. Variable Selection -- Appendix A - 6 -- References -- Index -- Author Index. |
| Record Nr. | UNINA-9910483253303321 |
|
Christensen Ronald
|
||
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||