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Introduction to Statistics and Data Analysis [[electronic resource] ] : With Exercises, Solutions and Applications in R / / by Christian Heumann, Michael Schomaker, Shalabh
| Introduction to Statistics and Data Analysis [[electronic resource] ] : With Exercises, Solutions and Applications in R / / by Christian Heumann, Michael Schomaker, Shalabh |
| Autore | Heumann Christian <1962-> |
| Edizione | [2nd ed. 2022.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (584 pages) |
| Disciplina | 330.015195 |
| Soggetto topico |
Statistics
Quantitative research Statistics—Computer programs Statistical Theory and Methods Data Analysis and Big Data Applied Statistics Statistical Software Estadística Econometria Macroeconomia R (Llenguatge de programació) |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-031-11833-2 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I Descriptive Statistics: Introduction and Framework -- Frequency Measures and Graphical Representation of Data -- Measures of Central Tendency and Dispersion -- Association of Two Variables -- Part I Probability Calculus: Combinatorics -- Elements of Probability Theory -- Random Variables -- Probability Distributions -- Part III Inductive Statistics: Inference -- Hypothesis Testing -- Linear Regression -- Logistic Regression -- Part IV Additional Topics Simple Random Sampling and Bootstrapping -- Causality -- Part V Appendices: Introduction to R -- Solutions to Exercises -- Technical Appendix -- Visual Summaries. |
| Record Nr. | UNISA-996508570303316 |
Heumann Christian <1962->
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Introduction to Statistics and Data Analysis : With Exercises, Solutions and Applications in R / / by Christian Heumann, Michael Schomaker, Shalabh
| Introduction to Statistics and Data Analysis : With Exercises, Solutions and Applications in R / / by Christian Heumann, Michael Schomaker, Shalabh |
| Autore | Heumann Christian <1962-> |
| Edizione | [2nd ed. 2022.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (584 pages) |
| Disciplina |
330.015195
519.5 |
| Soggetto topico |
Statistics
Quantitative research Statistics—Computer programs Statistical Theory and Methods Data Analysis and Big Data Applied Statistics Statistical Software Estadística Econometria Macroeconomia R (Llenguatge de programació) |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-031-11833-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I Descriptive Statistics: Introduction and Framework -- Frequency Measures and Graphical Representation of Data -- Measures of Central Tendency and Dispersion -- Association of Two Variables -- Part I Probability Calculus: Combinatorics -- Elements of Probability Theory -- Random Variables -- Probability Distributions -- Part III Inductive Statistics: Inference -- Hypothesis Testing -- Linear Regression -- Logistic Regression -- Part IV Additional Topics Simple Random Sampling and Bootstrapping -- Causality -- Part V Appendices: Introduction to R -- Solutions to Exercises -- Technical Appendix -- Visual Summaries. |
| Record Nr. | UNINA-9910647396003321 |
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Heumann Christian <1962->
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Kernel Ridge Regression in Clinical Research / / by Ton J. Cleophas, Aeilko H. Zwinderman
| Kernel Ridge Regression in Clinical Research / / by Ton J. Cleophas, Aeilko H. Zwinderman |
| Autore | Cleophas Ton J. |
| Edizione | [1st ed. 2022.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (292 pages) |
| Disciplina |
780
610.727 |
| Soggetto topico |
Biometry
Clinical medicine - Research Statistics Data mining Big data Biostatistics Clinical Research Applied Statistics Data Mining and Knowledge Discovery Big Data Dades massives Aprenentatge automàtic Investigació mèdica |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-031-10717-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Traditional Kernel Regression -- 2. Kernel Ridge Regression -- 3. Optimal Scaling vs Kernel Ridge Regression -- 4. Examples of Published Kernel Ridge Regression Research So Far -- 5. Some Terminology -- 6. Effect of Being Blind on Age/Sex Adjusted Mortality Rate, 11630 Patients, Traditional Regressions vs Kernel Ridge Regression -- 7. Effect of Old Treatment on New Treatment, 35 patients, Traditional Regression vs Kernel Ridge Regression -- 8. Effect of Gene Expressions on Drug Efficacy, 250 Patients, Traditional Regressions vs Kernel Ridge Regression -- 9. Effect of Gender, Treatment, and Their Interaction on Numbers of Paroxysmal Atrial Fibrillations, 40 Patients, Traditional Regressions vs Kernel Ridge Regression -- 10. Effect of Laboratory Predictors on Septic Mortality, 200 Patients, Traditional Regressions vs Kernel Ridge Regression -- 11. Effect of Times on C-reactive Protein Levels, 18 Months, Traditional Regressions vs Kernel Ridge Regression -- 12. Effect of Different Dosages of Prednisone and Beta-agonist on Peakflow, 78 Patients, Traditional Regressions vs Kernel Ridge Regression -- 13. Effect of Race, Age, and Gender on Physical Strength, 60 Patients, Traditional Regressions vs Kernel Ridge Regression -- 14. Effect of Treatment, Age, Gender, and Co-morbidity on Hours of Sleep, 20 Patients, Traditional Regressions vs Kernel Ridge Regression -- 15. Effect of Counseling Frequency and Non-compliance on Monthly Stools, 35 Constipated Patients, Traditional Regressions vs Kernel Ridge Regression -- 16. Effect of Treatment Modality, Counseling, and Satisfaction with Doctor on Quality of Life, 450 Patients, Traditional Regressions vs Kernel Ridge Regression -- 17. Effect of Department and Patient Age Class on Risk of Falling out of Bed, 55 Patients, Traditional Regressions vs Kernel Ridge Regression -- 18. Effect of Diet, Gender, Sport, and Medical Treatment on LDL Cholesterol Reduction, 953 Patients, Traditional Regressions vs Kernel Ridge Regression -- 19. Effect of Gender, Age, Weight, and Height on Measured Body Surface, 90 Patients, Traditional Regressions vs Kernel Ridge Regression -- 20. Effect of General Practitioners' Age, Education, and Type of Practice on Lifestyle Advise Given, 139 Physicians, Traditional Regressions vs Kernel Ridge Regression -- 21. Effect of Treatment, Psychological, and Social Scores on numbers of Paroxysmal Atrial Fibrillations, 50 Patients, Traditional Regressions vs Kernel Ridge Regression -- 22. Effects of Various Predictors on Numbers of Convulsions, 3390 Patients, Traditional vs Kernel Ridge Regression -- 23. Effects of Foods Served on Breakfast Taken, 252 Persons, Traditional Regressions and Multinomial Logistic Regression vs Kernel Ridge Regression -- 24. Effect on Anorexia of Personal Factors, 217 Persons, Traditional Regression vs Kernel Ridge Regression -- 25. Effect of Physical Exercise, Calorie Intake, and Their Interaction, on Weight Loss, 64 Patients, Traditional Regressions vs Kernel Ridge Regression -- 26. Summaries. |
| Record Nr. | UNINA-9910595027403321 |
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Cleophas Ton J.
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Machine Learning : A Practical Approach on the Statistical Learning Theory / / by RODRIGO F MELLO, Moacir Antonelli Ponti
| Machine Learning : A Practical Approach on the Statistical Learning Theory / / by RODRIGO F MELLO, Moacir Antonelli Ponti |
| Autore | F MELLO RODRIGO |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XV, 362 p. 190 illus.) |
| Disciplina | 006.31 |
| Soggetto topico |
Artificial intelligence
Mathematical statistics Computer science—Mathematics Computer mathematics Statistics Artificial Intelligence Probability and Statistics in Computer Science Mathematical Applications in Computer Science Applied Statistics |
| ISBN | 3-319-94989-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1 – A Brief Review on Machine Learning -- Chapter 2 - Statistical Learning Theory -- Chapter 3 - Assessing Learning Algorithms -- Chapter 4 - Introduction to Support Vector Machines -- Chapter 5 - In Search for the Optimization Algorithm -- Chapter 6 - A Brief Introduction on Kernels -- . |
| Record Nr. | UNINA-9910299359803321 |
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F MELLO RODRIGO
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Measurement, Mathematics and New Quantification Theory / / by Shizuhiko Nishisato
| Measurement, Mathematics and New Quantification Theory / / by Shizuhiko Nishisato |
| Autore | Nishisato Shizuhiko |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (214 pages) |
| Disciplina | 511.3 |
| Collana | Behaviormetrics: Quantitative Approaches to Human Behavior |
| Soggetto topico |
Statistics
Mathematical statistics—Data processing Psychometrics Applied Statistics Statistical Theory and Methods Statistics and Computing Càlcul de predicats Lògica matemàtica |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 981-9922-95-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Information for Analysis -- Data Analysis and Likert Scale -- Preliminaries -- Matrix Calculus -- Statistics in Matrix Notation -- Multidimensional Space. |
| Record Nr. | UNINA-9910731487303321 |
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Nishisato Shizuhiko
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Measuring the Data Universe : Data Integration Using Statistical Data and Metadata Exchange / / by Reinhold Stahl, Patricia Staab
| Measuring the Data Universe : Data Integration Using Statistical Data and Metadata Exchange / / by Reinhold Stahl, Patricia Staab |
| Autore | Stahl Reinhold |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (VII, 117 p. 38 illus., 33 illus. in color.) |
| Disciplina | 005.73 |
| Soggetto topico |
Statistics
Data structures (Computer science) Data mining Big data Applied Statistics Data Structures Data Mining and Knowledge Discovery Big Data/Analytics Big Data |
| ISBN | 3-319-76989-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 0 About the Authors -- 0 About This Book -- Part 1: Creating Comprehensive Data Worlds using Standardisation -- 1 Where We Stand, Where We Want to Be, and How to Get There -- 2 What Does Reality Look Like? -- 3 What Can We Expect From Big Data? -- 4 Why is Data Integration so Hard? -- 5 Basic Thoughts about Standardisation -- 6 Standardisation and Research -- 7 Introducing Standards Successfully -- 8 Statistics Driving Successful Data Integration -- 9 Contribution of the Statistics Standard SDMX -- 10 Conclusion and Outlook -- Part 2: The Statistics Standard SDMX -- 11 History of SDMX -- 12 The Main Elements of SDMX -- 13 Working With SDMX -- 14 SDMX as a key success factor for data integration -- Glossary. |
| Record Nr. | UNINA-9910300108703321 |
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Stahl Reinhold
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Modern Survival Analysis in Clinical Research : Cox Regressions Versus Accelerated Failure Time Models / / by Ton J. Cleophas, Aeilko H. Zwinderman
| Modern Survival Analysis in Clinical Research : Cox Regressions Versus Accelerated Failure Time Models / / by Ton J. Cleophas, Aeilko H. Zwinderman |
| Autore | Cleophas Ton J. |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (230 pages) |
| Disciplina |
519.5
610.727 |
| Soggetto topico |
Medical sciences
Statistics Health Sciences Applied Statistics |
| ISBN | 3-031-31632-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- Chapter 1: Regression Analysis -- Chapter 2: Cox Regressions -- Chapter 3: Accelerated Failure Time Models -- Chapter 4: Simple Dataset with Event as Outcome and Treatment as Predictor -- Chapter 5: Simple Dataset with Death as Outcome and Treatment Modality, Cholesterol, and Age as Predictors -- Chapter 6: Glioma Brain Cancer -- Chapter 7: Linoleic Acid for Colonic Carcinoma -- Chapter 8: The Effect on Survival of Maintained Chemotherapy with Acute Myelogenous Leucemia -- Chapter 9: Eighty Four Month Parallel Group Mortality Study -- Chapter 10: The Effect on Survival from Stages 1 and 2 Histiocytic Lymphoma -- Chapter 11: Survival of 64 Lymphoma Patients with or without B Symptoms -- Chapter 12: Effect on Time-to-Event of Group Membership -- Chapter 13: The Effect on Survival of Group Membership -- Chapter 14: Deaths from Carcinoma after Exposure to Carcinogens in Rats -- Chapter 15: Effect of Group Membership on Survival -- Chapter 16: Multiple Variables Regression Study of 2421 Stroke Patients Assessed for Time to Second Stroke -- Chapter 17: Hypothesized 55 Patient Study of Effect of Treatment Modality on Survival -- Chapter 18: One Year Follow-up Study with Many Censored Patients -- Chapter 19: Alcohol Relapse after Detox Program Treated with or without Personal Coach -- Chapter 20: Alcohol Relapse after Detox Program with 3 Predictors -- Chapter 21: Ayurvedic Therapy for Human Immunodeficiency Virus -- Chapter 22: Time to Event other Than Cox -- Chapter 23: Abstracts of the Chapters 1 to 22. |
| Record Nr. | UNINA-9910728386303321 |
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Cleophas Ton J.
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Non-Asymptotic Analysis of Approximations for Multivariate Statistics [[electronic resource] /] / by Yasunori Fujikoshi, Vladimir V. Ulyanov
| Non-Asymptotic Analysis of Approximations for Multivariate Statistics [[electronic resource] /] / by Yasunori Fujikoshi, Vladimir V. Ulyanov |
| Autore | Fujikoshi Yasunori |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (133 pages) |
| Disciplina | 519.535 |
| Collana | JSS Research Series in Statistics |
| Soggetto topico |
Statistics
Statistical Theory and Methods Statistics and Computing/Statistics Programs Applied Statistics |
| ISBN | 981-13-2616-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Introduction -- 2. Correlation Coefficient -- 3. MANOVA Test Statistics -- 4. Linear and Quadratic Discriminant Functions -- 5. Bootstrap Confidence Sets -- 6. Gaussian Comparison -- 7. Cornish-Fisher Expansions -- 8 Approximations for Statistics Based on Random Sample Sizes -- 9. Power-divergence Statistics -- 10.General Approach to Construct Non-asymptotic Bounds -- 11 - Other Topics -- Index. |
| Record Nr. | UNISA-996418269903316 |
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Fujikoshi Yasunori
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| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Non-Asymptotic Analysis of Approximations for Multivariate Statistics [[electronic resource] /] / by Yasunori Fujikoshi, Vladimir V. Ulyanov
| Non-Asymptotic Analysis of Approximations for Multivariate Statistics [[electronic resource] /] / by Yasunori Fujikoshi, Vladimir V. Ulyanov |
| Autore | Fujikoshi Yasunori |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (133 pages) |
| Disciplina | 519.535 |
| Collana | JSS Research Series in Statistics |
| Soggetto topico |
Statistics
Statistical Theory and Methods Statistics and Computing/Statistics Programs Applied Statistics |
| ISBN | 981-13-2616-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Introduction -- 2. Correlation Coefficient -- 3. MANOVA Test Statistics -- 4. Linear and Quadratic Discriminant Functions -- 5. Bootstrap Confidence Sets -- 6. Gaussian Comparison -- 7. Cornish-Fisher Expansions -- 8 Approximations for Statistics Based on Random Sample Sizes -- 9. Power-divergence Statistics -- 10.General Approach to Construct Non-asymptotic Bounds -- 11 - Other Topics -- Index. |
| Record Nr. | UNINA-9910483118903321 |
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Fujikoshi Yasunori
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| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Official statistics 4.0 : verified facts for people in the 21st century / / Walter J. Radermacher
| Official statistics 4.0 : verified facts for people in the 21st century / / Walter J. Radermacher |
| Autore | Radermacher Walter J |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing, , 2020 |
| Descrizione fisica | 1 online resource (xii, 158 pages) |
| Disciplina | 519.5 |
| Soggetto topico |
Statistics
Social sciences Economic theory Production management Applied Statistics Methodology of the Social Sciences Economic Theory/Quantitative Economics/Mathematical Methods Operations Management Humanities and Social Sciences, multidisciplinary applied sciences statistics digitisation |
| ISBN | 3-030-31492-8 |
| Classificazione | 38.08 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- Official Statistics - An Introduction -- Official statistics - Public Informational Infrastructure -- Science and Society: A Reflexive Approach to Official Statistics -- Official Statistics 4.0: The Era of Digitisation and Globalization -- A Confident Look into the Future of Official Statistics. |
| Record Nr. | UNISA-996418194103316 |
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Radermacher Walter J
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| Cham : , : Springer International Publishing, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Soggetto topico
-
Applied Statistics
(80)
- Statistics (48)
- Statistical Theory and Methods (39)
- Statistics (32)
- Biostatistics (12)