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Applied multivariate statistical analysis / Wolfgang Karl Hardle, Léopold Simar
| Applied multivariate statistical analysis / Wolfgang Karl Hardle, Léopold Simar |
| Autore | Härdle, Wolfgang Karl |
| Edizione | [4. ed] |
| Pubbl/distr/stampa | Berlin ; Heidelberg, : Springer, 2015 |
| Descrizione fisica | XIII, 580 p. : ill. ; 24 cm |
| Altri autori (Persone) | Simar, Léopold |
| Soggetto topico |
62H12 - Estimation in multivariate analysis [MSC 2020]
62H25 - Factor analysis and principal components; correspondence analysis [MSC 2020] 62H30 - Classification and discrimination; cluster analysis (statistical aspects) [MSC 2020] 62H17 - Contingency tables [MSC 2020] 62H15 - Hypothesis testing in multivariate analysis [MSC 2020] 62H20 - Measures of association (correlation, canonical correlation, etc.) [MSC 2020] 62H10 - Multivariate distribution of statistics [MSC 2020] 62F25 - Parametric tolerance and confidence regions [MSC 2020] |
| Soggetto non controllato |
Cluster analysis
Conjoint Measurement Analysis Discriminant Analysis Elastic Net Hypothesis Testing Lasso Multivariate Analysis Projection Persuit Quantitative Finance Sliced Inverse Regression |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0113928 |
Härdle, Wolfgang Karl
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| Berlin ; Heidelberg, : Springer, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Applied multivariate statistical analysis / Wolfgang Karl Hardle, Léopold Simar
| Applied multivariate statistical analysis / Wolfgang Karl Hardle, Léopold Simar |
| Autore | Härdle, Wolfgang K. |
| Edizione | [4. ed] |
| Pubbl/distr/stampa | Berlin ; Heidelberg, : Springer, 2015 |
| Descrizione fisica | XIII, 580 p. : ill. ; 24 cm |
| Altri autori (Persone) | Simar, Léopold |
| Soggetto topico |
62F25 - Parametric tolerance and confidence regions [MSC 2020]
62H10 - Multivariate distribution of statistics [MSC 2020] 62H12 - Estimation in multivariate analysis [MSC 2020] 62H15 - Hypothesis testing in multivariate analysis [MSC 2020] 62H17 - Contingency tables [MSC 2020] 62H20 - Measures of association (correlation, canonical correlation, etc.) [MSC 2020] 62H25 - Factor analysis and principal components; correspondence analysis [MSC 2020] 62H30 - Classification and discrimination; cluster analysis (statistical aspects) [MSC 2020] |
| Soggetto non controllato |
Cluster Analysis
Conjoint Measurement Analysis Discriminant Analysis Elastic Net Hypothesis Testing Lasso Multivariate Analysis Projection Persuit Quantitative Finance Sliced Inverse Regression |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Focusing on high-dimensional applications, this 4th edition presents the tools and concepts used in multivariate data analysis in a style that is also accessible for non-mathematicians and practitioners. All chapters include practical exercises that highlight applications in different multivariate data analysis fields. All of the examples involve high to ultra-high dimensions and represent a number of major fields in big data analysis. The fourth edition of this book on Applied Multivariate Statistical Analysis offers the following new features: A new chapter on Variable Selection (Lasso, SCAD and Elastic Net) All exercises are supplemented by R and MATLAB code that can be found on www.quantlet.de. The practical exercises include solutions that can be found in Härdle, W. and Hlavka, Z., Multivariate Statistics: Exercises and Solutions. Springer Verlag, Heidelberg. |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN00113928 |
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Härdle, Wolfgang K.
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| Berlin ; Heidelberg, : Springer, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Bayesian Statistics and New Generations : BAYSM 2018, Warwick, UK, July 2-3 Selected Contributions / Raffaele Argiento, Daniele Durante, Sara Wade editors
| Bayesian Statistics and New Generations : BAYSM 2018, Warwick, UK, July 2-3 Selected Contributions / Raffaele Argiento, Daniele Durante, Sara Wade editors |
| Pubbl/distr/stampa | Cham, : Springer, 2019 |
| Descrizione fisica | xi, 184 p. : ill. ; 24 cm |
| Soggetto topico |
62Mxx - Inference from stochastic processes [MSC 2020]
62-XX - Statistics [MSC 2020] 62Cxx - Statistical decision theory [MSC 2020] 62Gxx - Nonparametric inference [MSC 2020] 62Hxx - Multivariate analysis [MSC 2020] 62Pxx - Applications of statistics [MSC 2020] 62Fxx - Parametric inference [MSC 2020] |
| Soggetto non controllato |
Applications
Bayesian Inference Bayesian Modeling Bayesian computation Computational problems in statistics Data science Inference from stochastic processes Methodological and Applied Statistics Multivariate Analysis Neurosciences, astrostatistics, climate change Nonparametric inference Parametric inference Young researchers |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0126746 |
| Cham, : Springer, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Bayesian Statistics and New Generations : BAYSM 2018, Warwick, UK, July 2-3 Selected Contributions / Raffaele Argiento, Daniele Durante, Sara Wade editors
| Bayesian Statistics and New Generations : BAYSM 2018, Warwick, UK, July 2-3 Selected Contributions / Raffaele Argiento, Daniele Durante, Sara Wade editors |
| Pubbl/distr/stampa | Cham, : Springer, 2019 |
| Descrizione fisica | xi, 184 p. : ill. ; 24 cm |
| Soggetto topico |
62-XX - Statistics [MSC 2020]
62Cxx - Statistical decision theory [MSC 2020] 62Fxx - Parametric inference [MSC 2020] 62Gxx - Nonparametric inference [MSC 2020] 62Hxx - Multivariate analysis [MSC 2020] 62Mxx - Inference from stochastic processes [MSC 2020] 62Pxx - Applications of statistics [MSC 2020] |
| Soggetto non controllato |
Applications
Bayesian Computation Bayesian Inference Bayesian Modeling Computational problems in statistics Data Science Inference from stochastic processes Methodological and Applied Statistics Multivariate Analysis Neurosciences, astrostatistics, climate change Nonparametric inference Parametric inference Young researchers |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN00126746 |
| Cham, : Springer, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Classification, Data Analysis, and Knowledge Organization : Models and Methods with Applications : Proceedings of the 14. Annual Conference of the Gesellschaft fiir Klassiflkation e.V., University of Marburg, March 12-14, 1990 / Hans-Hermann Bock, Peter Ihm (Eds.)
| Classification, Data Analysis, and Knowledge Organization : Models and Methods with Applications : Proceedings of the 14. Annual Conference of the Gesellschaft fiir Klassiflkation e.V., University of Marburg, March 12-14, 1990 / Hans-Hermann Bock, Peter Ihm (Eds.) |
| Pubbl/distr/stampa | Berlin [etc.], : Springer, 1991 |
| Descrizione fisica | xii, 393 p. : ill. ; 24 cm |
| Soggetto topico |
00B25 - Proceedings of conferences of miscellaneous specific interest [MSC 2020]
62-XX - Statistics [MSC 2020] |
| Soggetto non controllato |
Algorithms
Calculus Classification Data Analysis Data structures Knowledge representation Mathematics Modeling Multivariate Analysis Neural Networks Ordering and representation of knowledge Quantitative analysis Statistical Analysis Statistical Methods Statistics |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN00288084 |
| Berlin [etc.], : Springer, 1991 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Data Analysis and Rationality in a Complex World / Theodore Chadjipadelis ... [et al.] editors
| Data Analysis and Rationality in a Complex World / Theodore Chadjipadelis ... [et al.] editors |
| Pubbl/distr/stampa | Cham, : Springer, 2021 |
| Descrizione fisica | xvii, 349 p. : ill. ; 24 cm |
| Soggetto topico |
62-XX - Statistics [MSC 2020]
68Pxx - Theory of data [MSC 2020] |
| Soggetto non controllato |
Aggregated data
Classification Clustering Complex data Computational methods Data analysis Data integrity and data overload Data science Desicion making Exploratory data analysis Knowledge Discovery Multivariate Analysis Multivariate data analysis Statistical modeling |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0274690 |
| Cham, : Springer, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Data Analysis and Rationality in a Complex World / Theodore Chadjipadelis ... [et al.] editors
| Data Analysis and Rationality in a Complex World / Theodore Chadjipadelis ... [et al.] editors |
| Pubbl/distr/stampa | Cham, : Springer, 2021 |
| Descrizione fisica | xvii, 349 p. : ill. ; 24 cm |
| Soggetto topico |
62-XX - Statistics [MSC 2020]
68Pxx - Theory of data [MSC 2020] |
| Soggetto non controllato |
Aggregated Data
Classification Clustering Complex data Computational methods Data Analysis Data Science Data integrity and data overload Desicion making Exploratory data analysis Knowledge Discovery Multivariate Analysis Multivariate data analysis Statistical modeling |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN00274690 |
| Cham, : Springer, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Data Analysis with SPSS for Survey-based Research / Saiyidi Mat Roni, Hadrian Geri Djajadikerta
| Data Analysis with SPSS for Survey-based Research / Saiyidi Mat Roni, Hadrian Geri Djajadikerta |
| Autore | Roni, Saiyidi Mat |
| Pubbl/distr/stampa | Singapore, : Springer, 2021 |
| Descrizione fisica | xv, 264 p. : ill. ; 24 cm |
| Altri autori (Persone) | Djajadikerta, Hadrian Geri |
| Soggetto topico |
68-XX - Computer science [MSC 2020]
62-XX - Statistics [MSC 2020] 91-XX - Game theory, economics, finance, and other social and behavioral sciences [MSC 2020] 62P25 - Applications of statistics to social sciences [MSC 2020] |
| Soggetto non controllato |
Analysis of covariance
Analysis of variance Data analysis Hierarchical regression Kruskal-Wallis Latent variable analysis Mann-Whitney Monotones Multiple regression Multivariate Analysis Non-parametric test Non-response bias Preliminary data analysis Regression analysis Spearman fFactor analysis t-test |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0275443 |
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Roni, Saiyidi Mat
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| Singapore, : Springer, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Data Analysis with SPSS for Survey-based Research / Saiyidi Mat Roni, Hadrian Geri Djajadikerta
| Data Analysis with SPSS for Survey-based Research / Saiyidi Mat Roni, Hadrian Geri Djajadikerta |
| Autore | Roni, Saiyidi Mat |
| Pubbl/distr/stampa | Singapore, : Springer, 2021 |
| Descrizione fisica | xv, 264 p. : ill. ; 24 cm |
| Altri autori (Persone) | Djajadikerta, Hadrian Geri |
| Soggetto topico |
62-XX - Statistics [MSC 2020]
62P25 - Applications of statistics to social sciences [MSC 2020] 68-XX - Computer science [MSC 2020] 91-XX - Game theory, economics, finance, and other social and behavioral sciences [MSC 2020] |
| Soggetto non controllato |
Analysis of Covariance
Analysis of Variance Data Analysis Hierarchical regression Kruskal-Wallis Latent variable analysis Mann-Whitney Monotones Multiple regression Multivariate Analysis Non-parametric test Non-response bias Preliminary data analysis Regression analysis Spearman fFactor analysis t-test |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN00275443 |
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Roni, Saiyidi Mat
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| Singapore, : Springer, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Directional and multivariate statistics : a volume in honour of Ashis SenGupta / Somesh Kumar ... [et al.] editors
| Directional and multivariate statistics : a volume in honour of Ashis SenGupta / Somesh Kumar ... [et al.] editors |
| Pubbl/distr/stampa | Singapore, : Springer, 2025 |
| Descrizione fisica | 1 testo elettronico (XXVI, 474 p. : ill.) |
| Soggetto topico |
60E05 - Probability distributions: general theory [MSC 2020]
62C15 - Admissibility in statistical decision theory [MSC 2020] 62C20 - Minimax procedures in statistical decision theory [MSC 2020] 62E15 - Exact distribution theory in statistics [MSC 2020] 62F05 - Asymptotic properties of parametric tests [MSC 2020] 62F10 - Point estimation [MSC 2020] 62Hxx - Multivariate analysis [MSC 2020] 62J05 - Linear regression; mixed models [MSC 2020] 62J20 - Diagnostics, and linear inference and regression [MSC 2020] 62L05 - Sequential statistical design [MSC 2020] 97K70 - Foundations and methodology of statistics (educational aspects) [MSC 2020] 97K80 - Applied statistics (educational aspects) [MSC 2020] 97M10 - Modeling and interdisciplinarity (aspects of mathematics education) [MSC 2020] |
| Soggetto non controllato |
Analysis of Variance
Directional Statistics Directional data Distributions Manifolds Multivariate Analysis Reliability |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN00309786 |
| Singapore, : Springer, 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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