Handbook of statistical methods for randomized controlled trials:
Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Dedication -- Contents -- Preface -- List of Figures -- List of Tables -- Contributors -- I. Introduction to Randomized Controlled Trials -- 1. Introduction -- 1.1. Historical Background -- 1.2. Statistical Concepts -- 1.3. Organi...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Milton
CRC Press
2021
|
| Schriftenreihe: | Chapman and Hall/CRC Handbooks of Modern Statistical Methods Ser
|
| Schlagworte: | |
| Zusammenfassung: | Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Dedication -- Contents -- Preface -- List of Figures -- List of Tables -- Contributors -- I. Introduction to Randomized Controlled Trials -- 1. Introduction -- 1.1. Historical Background -- 1.2. Statistical Concepts -- 1.3. Organization of the Handbook -- Bibliography -- II. Analytic Methods for Randomized Controlled Trials -- 2. Binary and Ordinal Outcomes -- 2.1. Introduction -- 2.2. Analysis of 2 x 2 Contingency Tables -- 2.3. Analysis of R x C Contingency Tables -- 2.4. Analysis of Stratified 2 x 2 Contingency Tables -- 2.5. Regression Models for Binary Outcomes -- 2.5.1. Logistic regression -- 2.5.2. Estimation and inference for logistic regression -- 2.5.3. Exact logistic regression -- 2.5.4. Example -- 2.6. Regression Models for Ordinal Outcomes -- 2.6.1. Proportional odds model -- 2.6.2. Some alternative models for ordinal outcomes -- 2.6.3. Example -- 2.7. Adjustment for Baseline Response -- 2.8. Concluding Remarks -- Bibliography -- 3. Continuous Outcomes -- 3.1. Introduction -- 3.2. The t-Test (One Population) -- 3.3. The t-Test (Two Populations) -- 3.4. Mann-Whitney U-Test -- 3.5. Paired Tests -- 3.5.1. Paired t-test -- 3.5.2. Wilcoxon signed rank test -- 3.6. Multiple Comparisons -- 3.7. Regression -- 3.7.1. Residuals -- 3.7.2. Inference for linear regression -- 3.7.3. ANCOVA models -- 3.7.4. Nonlinear regression -- 3.8. Conclusion -- Bibliography -- 4. Time to Event Data -- 4.1. Introduction -- 4.2. ACTG 320 -- 4.3. Mathematical Fundamentals -- 4.3.1. Notation -- 4.3.2. Hazard -- 4.3.3. Censoring and observed data -- 4.4. Estimation of Survival Distribution -- 4.5. Hypothesis Testing -- 4.6. Cox Regression Model -- 4.7. Informative Censoring -- 4.8. Conclusion -- Bibliography -- 5. Count Data -- 5.1. Introduction -- 5.2. Regression Analysis of Simple Count Data |
| Beschreibung: | XXXIII, 620 Seiten Illustrationen, Diagramme |
| ISBN: | 9781498714648 9781315119694 |
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Datensatz im Suchindex
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| author | Kim, KyungMann Bretz, Frank 1971- |
| author_GND | (DE-588)124170015X (DE-588)12145326X |
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| author_role | aut aut |
| author_sort | Kim, KyungMann |
| author_variant | k k kk f b fb |
| building | Verbundindex |
| bvnumber | BV048907009 |
| classification_rvk | SK 850 |
| ctrlnum | (OCoLC)1381303436 (DE-599)BVBBV048907009 |
| dewey-full | 615.50724 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 615 - Pharmacology and therapeutics |
| dewey-raw | 615.50724 |
| dewey-search | 615.50724 |
| dewey-sort | 3615.50724 |
| dewey-tens | 610 - Medicine and health |
| discipline | Mathematik Medizin |
| discipline_str_mv | Mathematik Medizin |
| format | Book |
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| isbn | 9781498714648 9781315119694 |
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| spelling | Kim, KyungMann Verfasser (DE-588)124170015X aut Handbook of statistical methods for randomized controlled trials KyungMann Kim, Frank Bretz, Ying Kuen K. Cheung, Lisa V. Hampson Milton CRC Press 2021 XXXIII, 620 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Chapman and Hall/CRC Handbooks of Modern Statistical Methods Ser Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Dedication -- Contents -- Preface -- List of Figures -- List of Tables -- Contributors -- I. Introduction to Randomized Controlled Trials -- 1. Introduction -- 1.1. Historical Background -- 1.2. Statistical Concepts -- 1.3. Organization of the Handbook -- Bibliography -- II. Analytic Methods for Randomized Controlled Trials -- 2. Binary and Ordinal Outcomes -- 2.1. Introduction -- 2.2. Analysis of 2 x 2 Contingency Tables -- 2.3. Analysis of R x C Contingency Tables -- 2.4. Analysis of Stratified 2 x 2 Contingency Tables -- 2.5. Regression Models for Binary Outcomes -- 2.5.1. Logistic regression -- 2.5.2. Estimation and inference for logistic regression -- 2.5.3. Exact logistic regression -- 2.5.4. Example -- 2.6. Regression Models for Ordinal Outcomes -- 2.6.1. Proportional odds model -- 2.6.2. Some alternative models for ordinal outcomes -- 2.6.3. Example -- 2.7. Adjustment for Baseline Response -- 2.8. Concluding Remarks -- Bibliography -- 3. Continuous Outcomes -- 3.1. Introduction -- 3.2. The t-Test (One Population) -- 3.3. The t-Test (Two Populations) -- 3.4. Mann-Whitney U-Test -- 3.5. Paired Tests -- 3.5.1. Paired t-test -- 3.5.2. Wilcoxon signed rank test -- 3.6. Multiple Comparisons -- 3.7. Regression -- 3.7.1. Residuals -- 3.7.2. Inference for linear regression -- 3.7.3. ANCOVA models -- 3.7.4. Nonlinear regression -- 3.8. Conclusion -- Bibliography -- 4. Time to Event Data -- 4.1. Introduction -- 4.2. ACTG 320 -- 4.3. Mathematical Fundamentals -- 4.3.1. Notation -- 4.3.2. Hazard -- 4.3.3. Censoring and observed data -- 4.4. Estimation of Survival Distribution -- 4.5. Hypothesis Testing -- 4.6. Cox Regression Model -- 4.7. Informative Censoring -- 4.8. Conclusion -- Bibliography -- 5. Count Data -- 5.1. Introduction -- 5.2. Regression Analysis of Simple Count Data Medizin (DE-588)4038243-6 gnd rswk-swf Experiment (DE-588)4015999-1 gnd rswk-swf Statistische Analyse (DE-588)4116599-8 gnd rswk-swf Medizinische Statistik (DE-588)4127563-9 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Statistische Analyse (DE-588)4116599-8 s Experiment (DE-588)4015999-1 s Medizin (DE-588)4038243-6 s Medizinische Statistik (DE-588)4127563-9 s DE-604 Bretz, Frank 1971- Verfasser (DE-588)12145326X aut Erscheint auch als Druck-Ausgabe, pbk 9781032009100 Erscheint auch als Online-Ausgabe 9781315119694 |
| spellingShingle | Kim, KyungMann Bretz, Frank 1971- Handbook of statistical methods for randomized controlled trials Medizin (DE-588)4038243-6 gnd Experiment (DE-588)4015999-1 gnd Statistische Analyse (DE-588)4116599-8 gnd Medizinische Statistik (DE-588)4127563-9 gnd |
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| title | Handbook of statistical methods for randomized controlled trials |
| title_auth | Handbook of statistical methods for randomized controlled trials |
| title_exact_search | Handbook of statistical methods for randomized controlled trials |
| title_exact_search_txtP | Handbook of statistical methods for randomized controlled trials |
| title_full | Handbook of statistical methods for randomized controlled trials KyungMann Kim, Frank Bretz, Ying Kuen K. Cheung, Lisa V. Hampson |
| title_fullStr | Handbook of statistical methods for randomized controlled trials KyungMann Kim, Frank Bretz, Ying Kuen K. Cheung, Lisa V. Hampson |
| title_full_unstemmed | Handbook of statistical methods for randomized controlled trials KyungMann Kim, Frank Bretz, Ying Kuen K. Cheung, Lisa V. Hampson |
| title_short | Handbook of statistical methods for randomized controlled trials |
| title_sort | handbook of statistical methods for randomized controlled trials |
| topic | Medizin (DE-588)4038243-6 gnd Experiment (DE-588)4015999-1 gnd Statistische Analyse (DE-588)4116599-8 gnd Medizinische Statistik (DE-588)4127563-9 gnd |
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