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Biostatistics: a computing approach / / by Stewart Anderson
| Biostatistics: a computing approach / / by Stewart Anderson |
| Autore | Anderson Stewart |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | Boca Raton, FL : , : Chapman and Hall/CRC, an imprint of Taylor and Francis, , [2011] |
| Descrizione fisica | 1 online resource (323 p.) |
| Disciplina | 570.15195 |
| Collana | Chapman & Hall/CRC Biostatistics Series |
| Soggetto topico |
Biometry - Computer simulation
Biometry - Statistical methods Biometry - Methodology Biomathematics |
| Soggetto genere / forma | Electronic books. |
| ISBN |
0-429-11269-6
1-4398-9790-5 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Front Cover; Contents; Preface; 1. Review of Topics in Probability and Statistics; 2. Use of Simulation Techniques; 3. The Central Limit Theorem; 4. Correlation and Regression; 5. Analysis of Variance; 6. Discrete Measures of Risk; 7. Multivariate Analysis; 8. Analysis of Repeated Measures Data; 9. Nonparametric Methods; 10. Analysis of Time to Event Data; 11. Sample size and Power Calculations; 12. Appendix A: Using SAS; 13. Appendix B: Using R; 14. References |
| Record Nr. | UNINA-9910460600703321 |
Anderson Stewart
|
||
| Boca Raton, FL : , : Chapman and Hall/CRC, an imprint of Taylor and Francis, , [2011] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Biostatistics: a computing approach / / by Stewart Anderson
| Biostatistics: a computing approach / / by Stewart Anderson |
| Autore | Anderson Stewart |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | Boca Raton, FL : , : Chapman and Hall/CRC, an imprint of Taylor and Francis, , [2011] |
| Descrizione fisica | 1 online resource (323 p.) |
| Disciplina | 570.15195 |
| Collana | Chapman & Hall/CRC Biostatistics Series |
| Soggetto topico |
Biometry - Computer simulation
Biometry - Statistical methods Biometry - Methodology Biomathematics |
| ISBN |
0-429-11269-6
1-4398-9790-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Front Cover; Contents; Preface; 1. Review of Topics in Probability and Statistics; 2. Use of Simulation Techniques; 3. The Central Limit Theorem; 4. Correlation and Regression; 5. Analysis of Variance; 6. Discrete Measures of Risk; 7. Multivariate Analysis; 8. Analysis of Repeated Measures Data; 9. Nonparametric Methods; 10. Analysis of Time to Event Data; 11. Sample size and Power Calculations; 12. Appendix A: Using SAS; 13. Appendix B: Using R; 14. References |
| Record Nr. | UNINA-9910797036403321 |
|
Anderson Stewart
|
||
| Boca Raton, FL : , : Chapman and Hall/CRC, an imprint of Taylor and Francis, , [2011] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Biostatistics: a computing approach / / by Stewart Anderson
| Biostatistics: a computing approach / / by Stewart Anderson |
| Autore | Anderson Stewart |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | Boca Raton, FL : , : Chapman and Hall/CRC, an imprint of Taylor and Francis, , [2011] |
| Descrizione fisica | 1 online resource (323 p.) |
| Disciplina | 570.15195 |
| Collana | Chapman & Hall/CRC Biostatistics Series |
| Soggetto topico |
Biometry - Computer simulation
Biometry - Statistical methods Biometry - Methodology Biomathematics |
| ISBN |
0-429-11269-6
1-4398-9790-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Front Cover; Contents; Preface; 1. Review of Topics in Probability and Statistics; 2. Use of Simulation Techniques; 3. The Central Limit Theorem; 4. Correlation and Regression; 5. Analysis of Variance; 6. Discrete Measures of Risk; 7. Multivariate Analysis; 8. Analysis of Repeated Measures Data; 9. Nonparametric Methods; 10. Analysis of Time to Event Data; 11. Sample size and Power Calculations; 12. Appendix A: Using SAS; 13. Appendix B: Using R; 14. References |
| Record Nr. | UNINA-9910800171403321 |
|
Anderson Stewart
|
||
| Boca Raton, FL : , : Chapman and Hall/CRC, an imprint of Taylor and Francis, , [2011] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Biostatistics: a computing approach / / by Stewart Anderson
| Biostatistics: a computing approach / / by Stewart Anderson |
| Autore | Anderson Stewart |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | Boca Raton, FL : , : Chapman and Hall/CRC, an imprint of Taylor and Francis, , [2011] |
| Descrizione fisica | 1 online resource (323 p.) |
| Disciplina | 570.15195 |
| Collana | Chapman & Hall/CRC Biostatistics Series |
| Soggetto topico |
Biometry - Computer simulation
Biometry - Statistical methods Biometry - Methodology Biomathematics |
| ISBN |
0-429-11269-6
1-4398-9790-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Front Cover; Contents; Preface; 1. Review of Topics in Probability and Statistics; 2. Use of Simulation Techniques; 3. The Central Limit Theorem; 4. Correlation and Regression; 5. Analysis of Variance; 6. Discrete Measures of Risk; 7. Multivariate Analysis; 8. Analysis of Repeated Measures Data; 9. Nonparametric Methods; 10. Analysis of Time to Event Data; 11. Sample size and Power Calculations; 12. Appendix A: Using SAS; 13. Appendix B: Using R; 14. References |
| Record Nr. | UNINA-9910828396003321 |
|
Anderson Stewart
|
||
| Boca Raton, FL : , : Chapman and Hall/CRC, an imprint of Taylor and Francis, , [2011] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Robust methods in biostatistics [[electronic resource] /] / Stephane Heritier ... [et al.]
| Robust methods in biostatistics [[electronic resource] /] / Stephane Heritier ... [et al.] |
| Pubbl/distr/stampa | Chichester, West Sussex ; ; Hoboken, : J. Wiley, 2009 |
| Descrizione fisica | 1 online resource (294 p.) |
| Disciplina |
570.1/5195
570.15195 |
| Altri autori (Persone) | HeritierStephane |
| Collana | Wiley Series in Probability and Statistics |
| Soggetto topico |
Biometry - Statistical methods
Biomathematics |
| ISBN |
1-282-12322-X
9786612123221 0-470-74053-1 0-470-74054-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Robust Methods in Biostatistics; Contents; Preface; Acknowledgments; 1 Introduction; What is Robust Statistics?; Against What is Robust Statistics Robust?; Are Diagnostic Methods an Alternative to Robust Statistics? .; How do Robust Statistics Compare with Other Statistical Procedures in Practice?; 2 Key Measures and Results; Introduction; Statistical Tools for Measuring Robustness Properties; The Influence Function; The Breakdown Point; Geometrical Interpretation; The Rejection Point; General Approaches for Robust Estimation; The General Class of M-estimators; Properties of M-estimators
The Class of S-estimatorsStatistical Tools for Measuring Tests Robustness; Sensitivity of the Two-sample t-test; Local Stability of a Test: the Univariate Case; Global Reliability of a Test: the Breakdown Functions; General Approaches for Robust Testing; Wald Test, Score Test and LRT; Geometrical Interpretation; General -type Classes of Tests; Asymptotic Distributions; Robustness Properties; 3 Linear Regression; Introduction; Estimating the Regression Parameters; The Regression Model; Robustness Properties of the LS and MLE Estimators; Glomerular Filtration Rate (GFR) Data Example Robust EstimatorsGFR Data Example (continued); Testing the Regression Parameters; Significance Testing; Diabetes Data Example; Multiple Hypothesis Testing; Diabetes Data Example (continued); Checking and Selecting the Model; Residual Analysis; GFR Data Example (continued); Diabetes Data Example (continued); Coefficient of Determination; Global Criteria for Model Comparison; Diabetes Data Example (continued); Cardiovascular Risk Factors Data Example; 4 Mixed Linear Models; Introduction; The MLM; The MLM Formulation; Skin Resistance Data; Semantic Priming Data; Orthodontic Growth Data Classical Estimation and InferenceMarginal and REML Estimation; Classical Inference; Lack of Robustness of Classical Procedures; Robust Estimation; Bounded Influence Estimators; S-estimators; MM-estimators; Choosing the Tuning Constants; Skin Resistance Data (continued); Robust Inference; Testing Contrasts; Multiple Hypothesis Testing of the Main Effects; Skin Resistance Data Example (continued); Semantic Priming Data Example (continued); Testing the Variance Components; Checking the Model; Detecting Outlying and Influential Observations; Prediction and Residual Analysis; Further Examples Metallic Oxide DataOrthodontic Growth Data (continued); Discussion and Extensions; 5 Generalized Linear Models; Introduction; The GLM; Model Building; Classical Estimation and Inference for GLM; Hospital Costs Data Example; Residual Analysis; A Class of M-estimators for GLMs; Choice of ψ and w(x); Fisher Consistency Correction; Nuisance Parameters Estimation; IF and Asymptotic Properties; Hospital Costs Example (continued); Robust Inference; Significance Testing and CIs; General Parametric Hypothesis Testing and Variable Selection; Hospital Costs Data Example (continued) Breastfeeding Data Example |
| Record Nr. | UNINA-9910146398803321 |
| Chichester, West Sussex ; ; Hoboken, : J. Wiley, 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Robust methods in biostatistics / / Stephane Heritier ... [et al.]
| Robust methods in biostatistics / / Stephane Heritier ... [et al.] |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Chichester, West Sussex ; ; Hoboken, : J. Wiley, 2009 |
| Descrizione fisica | 1 online resource (294 p.) |
| Disciplina |
570.1/5195
570.15195 |
| Altri autori (Persone) | HeritierStephane |
| Collana | Wiley Series in Probability and Statistics |
| Soggetto topico |
Biometry - Statistical methods
Biomathematics |
| ISBN |
1-282-12322-X
9786612123221 0-470-74053-1 0-470-74054-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Robust Methods in Biostatistics; Contents; Preface; Acknowledgments; 1 Introduction; What is Robust Statistics?; Against What is Robust Statistics Robust?; Are Diagnostic Methods an Alternative to Robust Statistics? .; How do Robust Statistics Compare with Other Statistical Procedures in Practice?; 2 Key Measures and Results; Introduction; Statistical Tools for Measuring Robustness Properties; The Influence Function; The Breakdown Point; Geometrical Interpretation; The Rejection Point; General Approaches for Robust Estimation; The General Class of M-estimators; Properties of M-estimators
The Class of S-estimatorsStatistical Tools for Measuring Tests Robustness; Sensitivity of the Two-sample t-test; Local Stability of a Test: the Univariate Case; Global Reliability of a Test: the Breakdown Functions; General Approaches for Robust Testing; Wald Test, Score Test and LRT; Geometrical Interpretation; General -type Classes of Tests; Asymptotic Distributions; Robustness Properties; 3 Linear Regression; Introduction; Estimating the Regression Parameters; The Regression Model; Robustness Properties of the LS and MLE Estimators; Glomerular Filtration Rate (GFR) Data Example Robust EstimatorsGFR Data Example (continued); Testing the Regression Parameters; Significance Testing; Diabetes Data Example; Multiple Hypothesis Testing; Diabetes Data Example (continued); Checking and Selecting the Model; Residual Analysis; GFR Data Example (continued); Diabetes Data Example (continued); Coefficient of Determination; Global Criteria for Model Comparison; Diabetes Data Example (continued); Cardiovascular Risk Factors Data Example; 4 Mixed Linear Models; Introduction; The MLM; The MLM Formulation; Skin Resistance Data; Semantic Priming Data; Orthodontic Growth Data Classical Estimation and InferenceMarginal and REML Estimation; Classical Inference; Lack of Robustness of Classical Procedures; Robust Estimation; Bounded Influence Estimators; S-estimators; MM-estimators; Choosing the Tuning Constants; Skin Resistance Data (continued); Robust Inference; Testing Contrasts; Multiple Hypothesis Testing of the Main Effects; Skin Resistance Data Example (continued); Semantic Priming Data Example (continued); Testing the Variance Components; Checking the Model; Detecting Outlying and Influential Observations; Prediction and Residual Analysis; Further Examples Metallic Oxide DataOrthodontic Growth Data (continued); Discussion and Extensions; 5 Generalized Linear Models; Introduction; The GLM; Model Building; Classical Estimation and Inference for GLM; Hospital Costs Data Example; Residual Analysis; A Class of M-estimators for GLMs; Choice of ψ and w(x); Fisher Consistency Correction; Nuisance Parameters Estimation; IF and Asymptotic Properties; Hospital Costs Example (continued); Robust Inference; Significance Testing and CIs; General Parametric Hypothesis Testing and Variable Selection; Hospital Costs Data Example (continued) Breastfeeding Data Example |
| Record Nr. | UNINA-9910824461203321 |
| Chichester, West Sussex ; ; Hoboken, : J. Wiley, 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
