Advanced and multivariate statistical methods : practical application and interpretation / / Craig A. Mertler and Rachel Vannatta Reinhart |
Autore | Mertler Craig A. |
Edizione | [Sixth edition.] |
Pubbl/distr/stampa | New York : , : Routledge, , 2017 |
Descrizione fisica | 1 online resource (480 pages) |
Disciplina | 519.5/35 |
Altri autori (Persone) | VannattaRachel A |
Soggetto topico | Multivariate analysis |
ISBN |
1-315-26697-0
1-351-97166-2 1-351-97167-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | ch. 1. Introduction to multivariate statistics -- ch. 2. A guide to multivariate techniques -- ch. 3. Pre-analysis data screening -- ch. 4. Factorial analysis of variance -- ch. 5. Analysis of covariance -- ch. 6. Multivariate analysis of variance and covariance -- ch. 7. Multiple regression -- ch. 8. Path analysis -- ch. 9. Factor analysis -- ch. 10. Discriminant analysis -- ch. 11. Logistic regression. |
Record Nr. | UNINA-9910149385803321 |
Mertler Craig A. | ||
New York : , : Routledge, , 2017 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Advances in multivariate statistical methods [[electronic resource] /] / editor, Ashis SenGupta |
Pubbl/distr/stampa | New Jersey, : World Scientific, c2009 |
Descrizione fisica | 1 online resource (492 p.) |
Disciplina | 519.5/35 |
Altri autori (Persone) | SenguptaA (Ashis) |
Collana |
Statistical science and interdisciplinary research
Platinum jubilee series |
Soggetto topico |
Multivariate analysis
Statistics |
Soggetto genere / forma | Electronic books. |
ISBN |
1-282-44321-6
9786612443213 981-283-824-4 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Foreword; Preface; Contents; 1. High-Dimensional Discrete Statistical Models: UIP, MCP and CSI in Perspectives P. K. Sen; 2. A Review of Multivariate Theory for High Dimensional Data with Fewer Observations M. S. Srivastava; 3. Model Based Penalized Clustering for Multivariate Data S. Ghosh and D. K. Dey; 4. Jacobians Under Constraints and Statistical Bioinformatics K. V. Mardia; 5. Cluster Validation for Microarray Data: An Appraisal V. Pihur, G. N. Brock and S. Datta; 6. Flexible Bivariate Circular Models B. C. Arnold and A. SenGupta
7. Optimal Text Space Representation of Student Essays Using Latent Semantic Analysis A. Villacorta and S. R. Jammalamadaka8. Linear Regression for Random Measures M. M. Rao; 9. Mixed Multivariate Models for Random Sums and Maxima T. J. Kozubowski, A. K. Panorska and F. Biondi; 10. Estimation of the Multivariate Box-Cox Transformation Parameters M. Rahman and L. M. Pearson; 11. Generation of Multivariate Densities R. N. Rattihalli and A. N. Basugade; 12. Smooth Estimation of Multivariate Distribution and Density Functions Y. P. Chaubey 13. Estimation Using Quantile Function Structure with Emphasis on Weibull Distribution G. D. Kollia, G. S. Mudholkar and D. K. Srivastava14. On Optimal Estimating Functions in the Presence of Nuisance Parameters P. Mukhopadhyay; 15. Inference in Exponential Family Regression Models Under Certain Shape Constraints M. Banerjee; 16. Study of Optimal Adaptive Rule in Testing Problem S. K. Bhandari, R. Dutta and R. G. Niyogi; 17. The G-IG Analogies and Robust Tests for Inverse Gaussian Scale Parameters G. S. Mudholkar, H. Wang and R. Natarajan 18. Clusterwise Regression Using Dirichlet Mixtures C. Kang and S. Ghosal19. Bayesian Analysis of Rank Data Using SIR A. K. Laha and S. Dongaonkar; 20. Bayesian Tests of Equality of Stratified Proportions for a Multiple Response Categorical Variable B. Nandram; 21. Respondent-Generated Intervals in Sample Surveys: A Summary S. J. Press and J. M. Tanur; 22. Quality Index and Mahalanobis D2 Statistic R. Dasgupta; 23. AQL Based Multiattribute Sampling Scheme A. Majumdar 24. Multivariate Quality Management in Terms of a Desirability Measure and a Related Result on Purchase Decision: A Distributional Study D. Roy25. Time Series of Categorical Data Using Auto-Mutual Information with Application of Fitting an AR(2) Model A. Biswas and A. Guha; 26. Estimation of Integrated Covolatility for Asynchronous Assets in the Presence of Microstructure Noise R. Sen and Q. Xu; 27. Improving the Hansen-Hurwitz Estimator in PPSWR Sampling A. K. Adhikary |
Record Nr. | UNINA-9910456864003321 |
New Jersey, : World Scientific, c2009 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Advances in multivariate statistical methods [[electronic resource] /] / editor, Ashis SenGupta |
Pubbl/distr/stampa | New Jersey, : World Scientific, c2009 |
Descrizione fisica | 1 online resource (492 p.) |
Disciplina | 519.5/35 |
Altri autori (Persone) | SenguptaA (Ashis) |
Collana |
Statistical science and interdisciplinary research
Platinum jubilee series |
Soggetto topico |
Multivariate analysis
Statistics |
ISBN |
1-282-44321-6
9786612443213 981-283-824-4 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Foreword; Preface; Contents; 1. High-Dimensional Discrete Statistical Models: UIP, MCP and CSI in Perspectives P. K. Sen; 2. A Review of Multivariate Theory for High Dimensional Data with Fewer Observations M. S. Srivastava; 3. Model Based Penalized Clustering for Multivariate Data S. Ghosh and D. K. Dey; 4. Jacobians Under Constraints and Statistical Bioinformatics K. V. Mardia; 5. Cluster Validation for Microarray Data: An Appraisal V. Pihur, G. N. Brock and S. Datta; 6. Flexible Bivariate Circular Models B. C. Arnold and A. SenGupta
7. Optimal Text Space Representation of Student Essays Using Latent Semantic Analysis A. Villacorta and S. R. Jammalamadaka8. Linear Regression for Random Measures M. M. Rao; 9. Mixed Multivariate Models for Random Sums and Maxima T. J. Kozubowski, A. K. Panorska and F. Biondi; 10. Estimation of the Multivariate Box-Cox Transformation Parameters M. Rahman and L. M. Pearson; 11. Generation of Multivariate Densities R. N. Rattihalli and A. N. Basugade; 12. Smooth Estimation of Multivariate Distribution and Density Functions Y. P. Chaubey 13. Estimation Using Quantile Function Structure with Emphasis on Weibull Distribution G. D. Kollia, G. S. Mudholkar and D. K. Srivastava14. On Optimal Estimating Functions in the Presence of Nuisance Parameters P. Mukhopadhyay; 15. Inference in Exponential Family Regression Models Under Certain Shape Constraints M. Banerjee; 16. Study of Optimal Adaptive Rule in Testing Problem S. K. Bhandari, R. Dutta and R. G. Niyogi; 17. The G-IG Analogies and Robust Tests for Inverse Gaussian Scale Parameters G. S. Mudholkar, H. Wang and R. Natarajan 18. Clusterwise Regression Using Dirichlet Mixtures C. Kang and S. Ghosal19. Bayesian Analysis of Rank Data Using SIR A. K. Laha and S. Dongaonkar; 20. Bayesian Tests of Equality of Stratified Proportions for a Multiple Response Categorical Variable B. Nandram; 21. Respondent-Generated Intervals in Sample Surveys: A Summary S. J. Press and J. M. Tanur; 22. Quality Index and Mahalanobis D2 Statistic R. Dasgupta; 23. AQL Based Multiattribute Sampling Scheme A. Majumdar 24. Multivariate Quality Management in Terms of a Desirability Measure and a Related Result on Purchase Decision: A Distributional Study D. Roy25. Time Series of Categorical Data Using Auto-Mutual Information with Application of Fitting an AR(2) Model A. Biswas and A. Guha; 26. Estimation of Integrated Covolatility for Asynchronous Assets in the Presence of Microstructure Noise R. Sen and Q. Xu; 27. Improving the Hansen-Hurwitz Estimator in PPSWR Sampling A. K. Adhikary |
Record Nr. | UNINA-9910780806503321 |
New Jersey, : World Scientific, c2009 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Advances in multivariate statistical methods / / editor, Ashis SenGupta |
Edizione | [1st ed.] |
Pubbl/distr/stampa | New Jersey, : World Scientific, c2009 |
Descrizione fisica | 1 online resource (492 p.) |
Disciplina | 519.5/35 |
Altri autori (Persone) | SenguptaA (Ashis) |
Collana |
Statistical science and interdisciplinary research
Platinum jubilee series |
Soggetto topico |
Multivariate analysis
Statistics |
ISBN |
1-282-44321-6
9786612443213 981-283-824-4 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Foreword; Preface; Contents; 1. High-Dimensional Discrete Statistical Models: UIP, MCP and CSI in Perspectives P. K. Sen; 2. A Review of Multivariate Theory for High Dimensional Data with Fewer Observations M. S. Srivastava; 3. Model Based Penalized Clustering for Multivariate Data S. Ghosh and D. K. Dey; 4. Jacobians Under Constraints and Statistical Bioinformatics K. V. Mardia; 5. Cluster Validation for Microarray Data: An Appraisal V. Pihur, G. N. Brock and S. Datta; 6. Flexible Bivariate Circular Models B. C. Arnold and A. SenGupta
7. Optimal Text Space Representation of Student Essays Using Latent Semantic Analysis A. Villacorta and S. R. Jammalamadaka8. Linear Regression for Random Measures M. M. Rao; 9. Mixed Multivariate Models for Random Sums and Maxima T. J. Kozubowski, A. K. Panorska and F. Biondi; 10. Estimation of the Multivariate Box-Cox Transformation Parameters M. Rahman and L. M. Pearson; 11. Generation of Multivariate Densities R. N. Rattihalli and A. N. Basugade; 12. Smooth Estimation of Multivariate Distribution and Density Functions Y. P. Chaubey 13. Estimation Using Quantile Function Structure with Emphasis on Weibull Distribution G. D. Kollia, G. S. Mudholkar and D. K. Srivastava14. On Optimal Estimating Functions in the Presence of Nuisance Parameters P. Mukhopadhyay; 15. Inference in Exponential Family Regression Models Under Certain Shape Constraints M. Banerjee; 16. Study of Optimal Adaptive Rule in Testing Problem S. K. Bhandari, R. Dutta and R. G. Niyogi; 17. The G-IG Analogies and Robust Tests for Inverse Gaussian Scale Parameters G. S. Mudholkar, H. Wang and R. Natarajan 18. Clusterwise Regression Using Dirichlet Mixtures C. Kang and S. Ghosal19. Bayesian Analysis of Rank Data Using SIR A. K. Laha and S. Dongaonkar; 20. Bayesian Tests of Equality of Stratified Proportions for a Multiple Response Categorical Variable B. Nandram; 21. Respondent-Generated Intervals in Sample Surveys: A Summary S. J. Press and J. M. Tanur; 22. Quality Index and Mahalanobis D2 Statistic R. Dasgupta; 23. AQL Based Multiattribute Sampling Scheme A. Majumdar 24. Multivariate Quality Management in Terms of a Desirability Measure and a Related Result on Purchase Decision: A Distributional Study D. Roy25. Time Series of Categorical Data Using Auto-Mutual Information with Application of Fitting an AR(2) Model A. Biswas and A. Guha; 26. Estimation of Integrated Covolatility for Asynchronous Assets in the Presence of Microstructure Noise R. Sen and Q. Xu; 27. Improving the Hansen-Hurwitz Estimator in PPSWR Sampling A. K. Adhikary |
Record Nr. | UNINA-9910816871703321 |
New Jersey, : World Scientific, c2009 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Analysis of longitudinal and cluster-correlated data / / Nan Laird |
Autore | Laird Nan M. <1943-> |
Pubbl/distr/stampa | Institute of Mathematical Statistics |
Disciplina | 519.5/35 |
Soggetto topico |
Multivariate analysis - Data processing
Longitudinal method - Data processing Cluster analysis - Data processing |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910482883103321 |
Laird Nan M. <1943-> | ||
Institute of Mathematical Statistics | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
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 |
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 |
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-9910810260603321 |
Agresti Alan | ||
Hoboken, N.J., : Wiley, c2010 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Applied latent class analysis / / edited by Jacques A. Hagenaars, Allan L. McCutcheon [[electronic resource]] |
Pubbl/distr/stampa | Cambridge : , : Cambridge University Press, , 2002 |
Descrizione fisica | 1 online resource (xxii, 454 pages) : digital, PDF file(s) |
Disciplina | 519.5/35 |
Soggetto topico |
Latent structure analysis
Latent variables |
ISBN |
1-107-12755-6
1-280-41726-9 9786610417261 1-139-14563-0 0-511-18067-5 0-511-06594-9 0-511-05963-9 0-511-32640-8 0-511-49953-1 0-511-06807-7 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Preface / Jacques A. Hagenaars and Allan L. McCutcheon -- 1. Latent Class Analysis: The Empirical Study of Latent Types, Latent Variables, and Latent Structures / Leo A. Goodman -- 2. Basic Concepts and Procedures in Single- and Multiple-Group Latent Class Analysis / Allan L. McCutcheon -- 3. Latent Class Cluster Analysis / Jeroen K. Vermunt and Jay Magidson -- 4. Some Examples of Latent Budget Analysis and Its Extensions / Peter G.M. van der Heijden, L. Andries van der Ark and Ab Mooijaart -- 5. Ordering the Classes / Marcel Croon -- 6. Comparison and Choice: Analyzing Discrete Preference Data by Latent Class Scaling Models / Ulf Bockenholt -- 7. Three-Parameter Linear Logistic Latent Class Analysis / Anton K. Formann and Thomas Kohlmann -- 8. Use of Categorical and Continuous Covariates in Latent Class Analysis / C. Mitchell Dayton and George B. Macready -- 9. Directed Loglinear Modeling with Latent Variables: Causal Models for Categorical Data with Nonsystematic and Systematic Measurement Errors / Jacques A. Hagenaars -- 10. Latent Class Models for Longitudinal Data / Linda M. Collins and Brian P. Flaherty -- 11. Latent Markov Chains / Rolf Langeheine and Frank van de Pol -- 12. A Latent Class Approach to Measuring the Fit of a Statistical Model / Tamas Rudas -- 13. Mixture Regression Models / Michel Wedel and Wayne S. DeSarbo -- 14. A General Latent Class Approach to Unobserved Heterogeneity in the Analysis of Event History Data / Jeroen K. Vermunt -- 15. Latent Class Models for Contingency Tables with Missing Data / Christopher Winship, Robert D. Mare and John Robert Warren. |
Record Nr. | UNINA-9910450089003321 |
Cambridge : , : Cambridge University Press, , 2002 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Applied latent class analysis / / edited by Jacques A. Hagenaars, Allan L. McCutcheon [[electronic resource]] |
Pubbl/distr/stampa | Cambridge : , : Cambridge University Press, , 2002 |
Descrizione fisica | 1 online resource (xxii, 454 pages) : digital, PDF file(s) |
Disciplina | 519.5/35 |
Soggetto topico |
Latent structure analysis
Latent variables |
ISBN |
1-107-12755-6
1-280-41726-9 9786610417261 1-139-14563-0 0-511-18067-5 0-511-06594-9 0-511-05963-9 0-511-32640-8 0-511-49953-1 0-511-06807-7 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Preface / Jacques A. Hagenaars and Allan L. McCutcheon -- 1. Latent Class Analysis: The Empirical Study of Latent Types, Latent Variables, and Latent Structures / Leo A. Goodman -- 2. Basic Concepts and Procedures in Single- and Multiple-Group Latent Class Analysis / Allan L. McCutcheon -- 3. Latent Class Cluster Analysis / Jeroen K. Vermunt and Jay Magidson -- 4. Some Examples of Latent Budget Analysis and Its Extensions / Peter G.M. van der Heijden, L. Andries van der Ark and Ab Mooijaart -- 5. Ordering the Classes / Marcel Croon -- 6. Comparison and Choice: Analyzing Discrete Preference Data by Latent Class Scaling Models / Ulf Bockenholt -- 7. Three-Parameter Linear Logistic Latent Class Analysis / Anton K. Formann and Thomas Kohlmann -- 8. Use of Categorical and Continuous Covariates in Latent Class Analysis / C. Mitchell Dayton and George B. Macready -- 9. Directed Loglinear Modeling with Latent Variables: Causal Models for Categorical Data with Nonsystematic and Systematic Measurement Errors / Jacques A. Hagenaars -- 10. Latent Class Models for Longitudinal Data / Linda M. Collins and Brian P. Flaherty -- 11. Latent Markov Chains / Rolf Langeheine and Frank van de Pol -- 12. A Latent Class Approach to Measuring the Fit of a Statistical Model / Tamas Rudas -- 13. Mixture Regression Models / Michel Wedel and Wayne S. DeSarbo -- 14. A General Latent Class Approach to Unobserved Heterogeneity in the Analysis of Event History Data / Jeroen K. Vermunt -- 15. Latent Class Models for Contingency Tables with Missing Data / Christopher Winship, Robert D. Mare and John Robert Warren. |
Record Nr. | UNINA-9910783312803321 |
Cambridge : , : Cambridge University Press, , 2002 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Applied latent class analysis / / edited by Jacques A. Hagenaars, Allan L. McCutcheon |
Edizione | [1st ed.] |
Pubbl/distr/stampa | Cambridge ; ; New York, : Cambridge University Press, 2002 |
Descrizione fisica | 1 online resource (xxii, 454 pages) : digital, PDF file(s) |
Disciplina | 519.5/35 |
Altri autori (Persone) |
HagenaarsJacques A
McCutcheonAllan L. <1950-> |
Soggetto topico |
Latent structure analysis
Latent variables |
ISBN |
1-107-12755-6
1-280-41726-9 9786610417261 1-139-14563-0 0-511-18067-5 0-511-06594-9 0-511-05963-9 0-511-32640-8 0-511-49953-1 0-511-06807-7 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Preface / Jacques A. Hagenaars and Allan L. McCutcheon -- 1. Latent Class Analysis: The Empirical Study of Latent Types, Latent Variables, and Latent Structures / Leo A. Goodman -- 2. Basic Concepts and Procedures in Single- and Multiple-Group Latent Class Analysis / Allan L. McCutcheon -- 3. Latent Class Cluster Analysis / Jeroen K. Vermunt and Jay Magidson -- 4. Some Examples of Latent Budget Analysis and Its Extensions / Peter G.M. van der Heijden, L. Andries van der Ark and Ab Mooijaart -- 5. Ordering the Classes / Marcel Croon -- 6. Comparison and Choice: Analyzing Discrete Preference Data by Latent Class Scaling Models / Ulf Bockenholt -- 7. Three-Parameter Linear Logistic Latent Class Analysis / Anton K. Formann and Thomas Kohlmann -- 8. Use of Categorical and Continuous Covariates in Latent Class Analysis / C. Mitchell Dayton and George B. Macready -- 9. Directed Loglinear Modeling with Latent Variables: Causal Models for Categorical Data with Nonsystematic and Systematic Measurement Errors / Jacques A. Hagenaars -- 10. Latent Class Models for Longitudinal Data / Linda M. Collins and Brian P. Flaherty -- 11. Latent Markov Chains / Rolf Langeheine and Frank van de Pol -- 12. A Latent Class Approach to Measuring the Fit of a Statistical Model / Tamas Rudas -- 13. Mixture Regression Models / Michel Wedel and Wayne S. DeSarbo -- 14. A General Latent Class Approach to Unobserved Heterogeneity in the Analysis of Event History Data / Jeroen K. Vermunt -- 15. Latent Class Models for Contingency Tables with Missing Data / Christopher Winship, Robert D. Mare and John Robert Warren. |
Record Nr. | UNINA-9910826342203321 |
Cambridge ; ; New York, : Cambridge University Press, 2002 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|