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Analysis of ordinal categorical data [[electronic resource] /] / Alan Agresti
| Analysis of ordinal categorical data [[electronic resource] /] / Alan Agresti |
| Autore | Agresti Alan |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Hoboken, N.J., : Wiley, c2010 |
| Descrizione fisica | 1 online resource (xi, 396 pages) : illustrations, tables |
| Disciplina |
519.5/35
519.535 |
| Collana | Wiley series in probability and statistics |
| Soggetto topico | Multivariate analysis |
| ISBN |
1-118-20999-0
1-283-54275-7 9786613855206 0-470-59400-4 0-470-59399-7 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Basic Results for Cross-Classification Tables. Associations in Multidimensional Tables. Data Analysis Using Loglinear Models. Loglinear Models for Ordinal Variables. Logit Models. Logit Models for an Ordinal Response. Other Models for Ordinal Variables. Measures of Association for Ordinal Variables. Inference for Ordinal Measures of Association. Square Tables with Ordered Categories. Comparison of Ordinal Methods. Appendixes. Bibliography. Index. |
| Record Nr. | UNINA-9910141270903321 |
Agresti Alan
|
||
| Hoboken, N.J., : Wiley, c2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Analysis of ordinal categorical data / / Alan Agresti
| Analysis of ordinal categorical data / / Alan Agresti |
| Autore | Agresti Alan |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Hoboken, N.J., : Wiley, c2010 |
| Descrizione fisica | 1 online resource (xi, 396 pages) : illustrations, tables |
| Disciplina | 519.5/35 |
| Collana | Wiley series in probability and statistics |
| Soggetto topico | Multivariate analysis |
| ISBN |
9786613855206
9781118209998 1118209990 9781283542753 1283542757 9780470594001 0470594004 9780470593998 0470593997 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Basic Results for Cross-Classification Tables. Associations in Multidimensional Tables. Data Analysis Using Loglinear Models. Loglinear Models for Ordinal Variables. Logit Models. Logit Models for an Ordinal Response. Other Models for Ordinal Variables. Measures of Association for Ordinal Variables. Inference for Ordinal Measures of Association. Square Tables with Ordered Categories. Comparison of Ordinal Methods. Appendixes. Bibliography. Index. |
| Record Nr. | UNINA-9910810260603321 |
|
Agresti Alan
|
||
| Hoboken, N.J., : Wiley, c2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Categorical data analysis / / Alan Agresti
| Categorical data analysis / / Alan Agresti |
| Autore | Agresti Alan |
| Edizione | [3rd ed.] |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley-Interscience, , 2013 |
| Descrizione fisica | 1 online resource (1581 p.) |
| Disciplina | 519.5/35 |
| Collana | Wiley Series in Probability and Statistics |
| Soggetto topico | Multivariate analysis |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-118-71085-1
1-118-71094-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Cover; Half Title page; Title page; Copyright page; Dedication; Preface; Chapter 1: Introduction: Distributions and Inference for Categorical Data; 1.1 Categorical Response Data; 1.2 Distributions for Categorical Data; 1.3 Statistical Inference for Categorical Data; 1.4 Statistical Inference for Binomial Parameters; 1.5 Statistical Inference for Multinomial Parameters; 1.6 Bayesian Inference for Binomial and Multinomial Parameters; Notes; Exercises; Chapter 2: Describing Contingency Tables; 2.1 Probability Structure for Contingency Tables; 2.2 Comparing Two Proportions
Chapter 4: Introduction to Generalized Linear Models4.1 The Generalized Linear Model; 4.2 Generalized Linear Models for Binary Data; 4.3 Generalized Linear Models for Counts and Rates; 4.4 Moments and Likelihood for Generalized Linear Models; 4.5 Inference and Model Checking for Generalized Linear Models; 4.6 Fitting Generalized Linear Models; 4.7 Quasi-Likelihood and Generalized Linear Models; Notes; Exercises; Chapter 5: Logistic Regression; 5.1 Interpreting Parameters in Logistic Regression; 5.2 Inference for Logistic Regression; 5.3 Logistic Models with Categorical Predictors Chapter 9: Loglinear Models for Contingency Tables |
| Record Nr. | UNINA-9910463113103321 |
|
Agresti Alan
|
||
| Hoboken, New Jersey : , : Wiley-Interscience, , 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Categorical data analysis / / Alan Agresti
| Categorical data analysis / / Alan Agresti |
| Autore | Agresti Alan |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley-Interscience, , 2013 |
| Descrizione fisica | 1 online resource (742 pages) : illustrations, tables |
| Disciplina | 519.5/35 |
| Collana | Wiley Series in Probability and Statistics |
| Soggetto topico | Multivariate analysis |
| ISBN |
9781118710944
1118710940 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910796082003321 |
|
Agresti Alan
|
||
| Hoboken, New Jersey : , : Wiley-Interscience, , 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Categorical data analysis / / Alan Agresti
| Categorical data analysis / / Alan Agresti |
| Autore | Agresti Alan |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley-Interscience, , 2013 |
| Descrizione fisica | 1 online resource (742 pages) : illustrations, tables |
| Disciplina | 519.5/35 |
| Collana | Wiley Series in Probability and Statistics |
| Soggetto topico | Multivariate analysis |
| ISBN |
9781118710944
1118710940 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910822461403321 |
|
Agresti Alan
|
||
| Hoboken, New Jersey : , : Wiley-Interscience, , 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Categorical data analysis / / Alan Agresti
| Categorical data analysis / / Alan Agresti |
| Autore | Agresti Alan |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley-Interscience, , 2002 |
| Descrizione fisica | 1 online resource (736 p.) |
| Disciplina | 519.5/35 |
| Collana | Wiley Series in Probability and Statistics |
| Soggetto topico | Multivariate analysis |
| ISBN |
1-280-36629-X
9786610366293 0-471-45876-7 0-471-24968-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Categorical Data Analysis; Contents; Preface; 1. Introduction: Distributions and Inference for Categorical Data; 2. Describing Contingency Tables; 3. Inference for Contingency Tables; 4. Introduction to Generalized Linear Models; 5. Logistic Regression; 6. Building and Applying Logistic Regression Models; 7. Logit Models for Multinomial Responses; 8. Loglinear Models for Contingency Tables; 9. Building and Extending Loglinear/Logit Models; 10. Models for Matched Pairs; 11. Analyzing Repeated Categorical Response Data
12. Random Effects: Generalized Linear Mixed Models for Categorical Responses13. Other Mixture Models for Categorical Data*; 14. Asymptotic Theory for Parametric Models; 15. Alternative Estimation Theory for Parametric Models; 16. Historical Tour of Categorical Data Analysis*; Appendix A. Using Computer Software to Analyze Categorical Data; Appendix B. Chi-Squared Distribution Values; References; Examples Index; Author Index; Subject Index |
| Record Nr. | UNINA-9910143189203321 |
|
Agresti Alan
|
||
| Hoboken, New Jersey : , : Wiley-Interscience, , 2002 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Foundations of linear and generalized linear models / / Alan Agresti
| Foundations of linear and generalized linear models / / Alan Agresti |
| Autore | Agresti Alan |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : John Wiley & Sons Inc., , [2015] |
| Descrizione fisica | 1 online resource (472 p.) |
| Disciplina | 003/.74 |
| Collana | Wiley series in probability and statistics |
| Soggetto topico |
Mathematical analysis - Foundations
Linear models (Statistics) |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-118-73005-4
1-118-73030-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Foundations of Linear and Generalized Linear Models; Contents; Preface; Purpose of this book; Use as a textbook; Acknowledgments; 1 Introduction to Linear and Generalized Linear Models; 1.1 Components of a Generalized Linear Model; 1.1.1 Random Component of a GLM; 1.1.2 Linear Predictor of a GLM; 1.1.3 Link Function of a GLM; 1.1.4 A GLM with Identity Link Function is a "Linear Model"; 1.1.5 GLMs for Normal, Binomial, and Poisson Responses; 1.1.6 Advantages of GLMs versus Transforming the Data; 1.2 Quantitative/Qualitative Explanatory Variables and Interpreting Effects
1.2.1 Quantitative and Qualitative Variables in Linear Predictors1.2.2 Interval, Nominal, and Ordinal Variables; 1.2.3 Interpreting Effects in Linear Models; 1.3 Model Matrices and Model Vector Spaces; 1.3.1 Model Matrices Induce Model Vector Spaces; 1.3.2 Dimension of Model Space Equals Rank of Model Matrix; 1.3.3 Example: The One-Way Layout; 1.4 Identifiability and Estimability; 1.4.1 Identifiability of GLM Model Parameters; 1.4.2 Estimability in Linear Models; 1.5 Example: Using Software to Fit a GLM; 1.5.1 Example: Male Satellites for Female Horseshoe Crabs 1.5.2 Linear Model Using Weight to Predict Satellite Counts1.5.3 Comparing Mean Numbers of Satellites by Crab Color; Chapter Notes; Exercises; 2 Linear Models: Least Squares Theory; 2.1 Least Squares Model Fitting; 2.1.1 The Normal Equations and Least Squares Solution; 2.1.2 Hat Matrix and Moments of Estimators; 2.1.3 Bivariate Linear Model and Regression Toward the Mean; 2.1.4 Least Squares Solutions When X Does Not Have Full Rank; 2.1.5 Orthogonal Subspaces and Residuals; 2.1.6 Alternatives to Least Squares; 2.2 Projections of Data Onto Model Spaces; 2.2.1 Projection Matrices 2.2.2 Projection Matrices for Linear Model Spaces2.2.3 Example: The Geometry of a Linear Model; 2.2.4 Orthogonal Columns and Parameter Orthogonality; 2.2.5 Pythagoras's Theorem Applications for Linear Models; 2.3 Linear Model Examples: Projections and SS Decompositions; 2.3.1 Example: Null Model; 2.3.2 Example: Model for the One-way Layout; 2.3.3 Sums of Squares and ANOVA Table for One-Way Layout; 2.3.4 Example: Model for Two-Way Layout with Randomized Block Design; 2.4 Summarizing Variability in a Linear Model; 2.4.1 Estimating the Error Variance for a Linear Model 2.4.2 Sums of Squares: Error (SSE) and Regression (SSR)2.4.3 Effect on SSR and SSE of Adding Explanatory Variables; 2.4.4 Sequential and Partial Sums of Squares; 2.4.5 Uncorrelated Predictors: Sequential SS = Partial SS = SSR Component; 2.4.6 R-Squared and the Multiple Correlation; 2.5 Residuals, Leverage, and Influence; 2.5.1 Residuals and Fitted Values Are Uncorrelated; 2.5.2 Plots of Residuals; 2.5.3 Standardized and Studentized Residuals; 2.5.4 Leverages from Hat Matrix Measure Potential Influence; 2.5.5 Influential Points for Least Squares Fits 2.5.6 Adjusting for Explanatory Variables by Regressing Residuals |
| Record Nr. | UNINA-9910460533503321 |
|
Agresti Alan
|
||
| Hoboken, New Jersey : , : John Wiley & Sons Inc., , [2015] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Foundations of linear and generalized linear models / / Alan Agresti
| Foundations of linear and generalized linear models / / Alan Agresti |
| Autore | Agresti Alan |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : John Wiley & Sons Inc., , [2015] |
| Descrizione fisica | 1 online resource (472 pages) : illustrations |
| Disciplina | 003/.74 |
| Collana | Wiley series in probability and statistics |
| Soggetto topico |
Linear models (Statistics)
Mathematical analysis - Foundations |
| ISBN |
1-118-73005-4
1-118-73030-5 |
| Classificazione | MAT029000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910795964903321 |
|
Agresti Alan
|
||
| Hoboken, New Jersey : , : John Wiley & Sons Inc., , [2015] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Foundations of linear and generalized linear models / / Alan Agresti
| Foundations of linear and generalized linear models / / Alan Agresti |
| Autore | Agresti Alan |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : John Wiley & Sons Inc., , [2015] |
| Descrizione fisica | 1 online resource (472 pages) : illustrations |
| Disciplina | 003/.74 |
| Collana | Wiley series in probability and statistics |
| Soggetto topico |
Linear models (Statistics)
Mathematical analysis - Foundations |
| ISBN |
1-118-73005-4
1-118-73030-5 |
| Classificazione | MAT029000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910820269703321 |
|
Agresti Alan
|
||
| Hoboken, New Jersey : , : John Wiley & Sons Inc., , [2015] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
An introduction to categorical data analysis / / Alan Agresti
| An introduction to categorical data analysis / / Alan Agresti |
| Autore | Agresti Alan |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Hoboken, NJ, : Wiley-Interscience, c2007 |
| Descrizione fisica | 1 online resource (392 p.) |
| Disciplina | 519.5/35 |
| Collana | Wiley series in probability and mathematical statistics |
| Soggetto topico | Multivariate analysis |
| ISBN |
1-280-82681-9
9786610826810 0-470-11475-4 0-470-11474-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
An Introduction to Categorical Data Analysis; Contents; Preface to the Second Edition; 1. Introduction; 2. Contingency Tables; 3. Generalized Linear Models; 4. Logistic Regression; 5. Building and Applying Logistic Regression Models; 6. Multicategory Logit Models; 7. Loglinear Models for Contingency Tables; 8. Models for Matched Pairs; 9. Modeling Correlated, Clustered Responses; 10. Random Effects: Generalized Linear Mixed Models; 11. A Historical Tour of Categorical Data Analysis; Appendix A: Software for Categorical Data Analysis; Appendix B: Chi-Squared Distribution Values; Bibliography
Index of ExamplesSubject Index; Brief Solutions to Some Odd-Numbered Problems |
| Record Nr. | UNINA-9910143565703321 |
|
Agresti Alan
|
||
| Hoboken, NJ, : Wiley-Interscience, c2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
