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Applied Statistical Learning [[electronic resource] ] : With Case Studies in Stata / / by Matthias Schonlau
| Applied Statistical Learning [[electronic resource] ] : With Case Studies in Stata / / by Matthias Schonlau |
| Autore | Schonlau Matthias <1967-> |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource |
| Disciplina | 519.50285 |
| Collana | Statistics and Computing |
| Soggetto topico |
Machine learning
Social sciences—Statistical methods Statistics Statistics—Computer programs Quantitative research Statistical Learning Machine Learning Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy Statistics in Business, Management, Economics, Finance, Insurance Statistical Software Data Analysis and Big Data |
| ISBN | 3-031-33390-X |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- 1 Prologue -- 2 Statistical Learning: Concepts -- 3 Statistical Learning: Practical Aspects -- 4 Logistic Regression -- 5 Lasso and Friends -- 6 Working with Text Data -- 7 Nearest Neighbors -- 8 The Naive Bayes Classifier -- 9 Trees -- 10 Random Forests -- 11 Boosting -- 12 Support Vector Machines -- 13 Feature Engineering -- 14 Neural Networks -- 15 Stacking -- Index. |
| Record Nr. | UNINA-9910736996503321 |
Schonlau Matthias <1967->
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Conducting research surveys via e-mail and the web / / Matthias Schonlau, Ronald D. Fricker, Jr., Marc N. Elliott
| Conducting research surveys via e-mail and the web / / Matthias Schonlau, Ronald D. Fricker, Jr., Marc N. Elliott |
| Autore | Schonlau Matthias <1967-> |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Santa Monica, Calif. : , : Rand, , 2002 |
| Descrizione fisica | 1 online resource (xxiv, 118 pages) : illustrations |
| Disciplina | 001.4/33 |
| Altri autori (Persone) |
FrickerRonald D. <1960->
ElliottMarc N. <1966-> |
| Soggetto topico |
Social sciences - Research - Methodology
Social sciences - Data processing Social surveys Surveys Electronic mail systems Telephone surveys Internet research |
| ISBN | 0-8330-3226-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | PREFACE; FIGURES; TABLES; SUMMARY; ACKNOWLEDGMENTS; ACRONYMS; Chapter One INTRODUCTION; Chapter Two BACKGROUND ON THE SURVEY PROCESS; Chapter Three LITERATURE REVIEW OF WEB AND E-MAIL SURVEYS; Chapter Four CHOOSING AMONG THE VARIOUS TYPES OF INTERNET SURVEYS; Chapter Five GUIDELINES FOR DESIGNING AND IMPLEMENTING INTERNET SURVEYS; Chapter Six INTERNET SURVEY CASE STUDIES; Chapter Seven CONCLUSIONS; Appendix A LITERATURE REVIEW OF RESPONSE RATES; Appendix B SUMMARY OF EVIDENCE IN THE LITERATURE; Appendix C HOW EFFECTIVE IS USING A CONVENIENCE SAMPLE TO SUPPLEMENT A PROBABILITY SAMPLE?; REFERENCES |
| Record Nr. | UNINA-9910219991103321 |
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Schonlau Matthias <1967->
|
||
| Santa Monica, Calif. : , : Rand, , 2002 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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