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Applied survival analysis : regression modeling of time-to-event data / / David W. Hosmer, Stanley Lemeshow, Susanne May / / David W. Hosmer, Stanley Lemeshow, Susanne May
| Applied survival analysis : regression modeling of time-to-event data / / David W. Hosmer, Stanley Lemeshow, Susanne May / / David W. Hosmer, Stanley Lemeshow, Susanne May |
| Autore | Hosmer David W. |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley-Interscience, , 2008 |
| Descrizione fisica | 1 online resource (418 p.) |
| Disciplina |
610.72
610.727 |
| Collana | Wiley Series in Probability and Statistics |
| Soggetto topico |
Medicine - Research - Statistical methods
Medical sciences - Statistical methods - Computer programs Regression analysis - Data processing Prognosis - Statistical methods Logistic distribution |
| ISBN |
1-283-28250-X
9786613282507 0-470-25801-2 0-470-25800-4 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Applied Survival Analysis: Regression Modeling of Time-to-Event Data; Contents; Preface; 1 Introduction to Regression Modeling of Survival Data; 1.1 Introduction; 1.2 Typical Censoring Mechanisms; 1.3 Example Data Sets; Exercises; 2 Descriptive Methods for Survival Data; 2.1 Introduction; 2.2 Estimating the Survival Function; 2.3 Using the Estimated Survival Function; 2.4 Comparison of Survival Functions; 2.5 Other Functions of Survival Time and Their Estimators; Exercises; 3. Regression Models for Survival Data; 3.1 Introduction; 3.2 Semi-Parametric Regression Models
3.3 Fitting the Proportional Hazards Regression Model3.4 Fitting the Proportional Hazards Model with Tied Survival Times; 3.5 Estimating the Survival Function of the Proportional Hazards Regression Model; Exercises; 4. Interpretation of a Fitted Proportional Hazards Regression Model; 4.1 Introduction; 4.2 Nominal Scale Covariate; 4.3 Continuous Scale Covariate; 4.4 Multiple-Covariate Models; 4.5 Interpreting and Using the Estimated Covariate-Adjusted Survival Function; Exercises; 5. Model Development; 5.1 Introduction; 5.2 Purposeful Selection of Covariates 5.2.1 Methods to examine the scale of continuous covariates in the log hazard5.2.2 An example of purposeful selection of covariates; 5.3 Stepwise, Best-Subsets and Multivariable Fractional PolynomialMethods of Selecting Covariates; 5.3.1 Stepwise selection of covariates; 5.3.2 Best subsets selection of covariates; 5.3.3 Selecting covariates and checking their scale using multivariable fractional polynomials; 5.4 Numerical Problems; Exercises; 6. Assessment of Model Adequacy; 6.1 Introduction; 6.2 Residuals; 6.3 Assessing the Proportional Hazards Assumption 6.4 Identification of Influential and Poorly Fit Subjects6.5 Assessing Overall Goodness-of-Fit; 6.6 Interpreting and Presenting Results From the Final Model; Exercises; 7. Extensions of the Proportional Hazards Model; 7.1 Introduction; 7.2 The Stratified Proportional Hazards Model; 7.3 Time-Varying Covariates; 7.4 Truncated, Left Censored and Interval Censored Data; Exercises; 8. Parametric Regression Models; 8.1 Introduction; 8.2 The Exponential Regression Model; 8.3 The Weibull Regression Model; 8.4 The Log-Logistic Regression Model; 8.5 Other Parametric Regression Models; Exercises 9. Other Models and Topics9.1 Introduction; 9.2 Recurrent Event Models; 9.3 Frailty Models; 9.4 Nested Case-Control Studies; 9.5 Additive Models; 9.6 Competing Risk Models; 9.7 Sample Size and Power; 9.8 Missing Data; Exercises; Appendix 1 The Delta Method; Appendix 2 An Introduction to the Counting Process Approach to Survival Analysis; Appendix 3 Percentiles for Computation of the Hall and Wellner Confidence Band; References; Index |
| Record Nr. | UNINA-9910130964503321 |
Hosmer David W.
|
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| Hoboken, New Jersey : , : Wiley-Interscience, , 2008 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Statistical methods for survival data analysis / / Elisa T. Lee, University of Oklahoma, College of Public Health, Oklahoma City, OK, John Wenyu Wang, University of Oklahoma, College of Public Health, Oklahoma City, OK
| Statistical methods for survival data analysis / / Elisa T. Lee, University of Oklahoma, College of Public Health, Oklahoma City, OK, John Wenyu Wang, University of Oklahoma, College of Public Health, Oklahoma City, OK |
| Autore | Lee Elisa T |
| Edizione | [Fourth edition.] |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley, a John Wiley & Sons, Inc., , [2013] |
| Descrizione fisica | 1 online resource (508 pages) : illustrations |
| Disciplina | 610.72/7 |
| Altri autori (Persone) | WangJohn Wenyu |
| Collana | Wiley series in probability and statistics |
| Soggetto topico |
Medicine - Research - Statistical methods
Failure time data analysis Prognosis - Statistical methods |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-118-59305-7
1-118-71615-9 1-118-59311-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910452811803321 |
|
Lee Elisa T
|
||
| Hoboken, New Jersey : , : Wiley, a John Wiley & Sons, Inc., , [2013] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Statistical methods for survival data analysis / / Elisa T. Lee, University of Oklahoma, College of Public Health, Oklahoma City, OK, John Wenyu Wang, University of Oklahoma, College of Public Health, Oklahoma City, OK
| Statistical methods for survival data analysis / / Elisa T. Lee, University of Oklahoma, College of Public Health, Oklahoma City, OK, John Wenyu Wang, University of Oklahoma, College of Public Health, Oklahoma City, OK |
| Autore | Lee Elisa T |
| Edizione | [Fourth edition.] |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley, a John Wiley & Sons, Inc., , [2013] |
| Descrizione fisica | 1 online resource (508 pages) : illustrations |
| Disciplina | 610.72/7 |
| Altri autori (Persone) | WangJohn Wenyu |
| Collana | Wiley series in probability and statistics |
| Soggetto topico |
Failure time data analysis
Medicine - Research - Statistical methods Prognosis - Statistical methods |
| ISBN |
1-118-59311-1
1-118-59305-7 1-118-71615-9 |
| Classificazione |
490.19
610/.72 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910795805503321 |
|
Lee Elisa T
|
||
| Hoboken, New Jersey : , : Wiley, a John Wiley & Sons, Inc., , [2013] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Statistical methods for survival data analysis / / Elisa T. Lee, University of Oklahoma, College of Public Health, Oklahoma City, OK, John Wenyu Wang, University of Oklahoma, College of Public Health, Oklahoma City, OK
| Statistical methods for survival data analysis / / Elisa T. Lee, University of Oklahoma, College of Public Health, Oklahoma City, OK, John Wenyu Wang, University of Oklahoma, College of Public Health, Oklahoma City, OK |
| Autore | Lee Elisa T |
| Edizione | [Fourth edition.] |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley, a John Wiley & Sons, Inc., , [2013] |
| Descrizione fisica | 1 online resource (508 pages) : illustrations |
| Disciplina | 610.72/7 |
| Altri autori (Persone) | WangJohn Wenyu |
| Collana | Wiley series in probability and statistics |
| Soggetto topico |
Failure time data analysis
Medicine - Research - Statistical methods Prognosis - Statistical methods |
| ISBN |
1-118-59311-1
1-118-59305-7 1-118-71615-9 |
| Classificazione |
490.19
610/.72 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910821289903321 |
|
Lee Elisa T
|
||
| Hoboken, New Jersey : , : Wiley, a John Wiley & Sons, Inc., , [2013] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Statistical methods for survival data analysis [[electronic resource] /] / Elisa T. Lee and John Wenyu Wang
| Statistical methods for survival data analysis [[electronic resource] /] / Elisa T. Lee and John Wenyu Wang |
| Autore | Lee Elisa T |
| Edizione | [3rd ed.] |
| Pubbl/distr/stampa | New York, : J. Wiley, c2003 |
| Descrizione fisica | 1 online resource (527 p.) |
| Disciplina |
610.72
610.724 610/.72 |
| Altri autori (Persone) | WangJohn Wenyu |
| Collana | Wiley series in probability and statistics |
| Soggetto topico |
Medicine - Research - Statistical methods
Failure time data analysis Prognosis - Statistical methods |
| ISBN |
1-280-36622-2
9786610366224 0-470-35240-X 0-471-45855-4 0-471-45854-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Statistical Methods for Survival Data Analysis; Contents; Preface; 1 Introduction; 1.1 Preliminaries; 1.2 Censored Data; 1.3 Scope of the Book; Bibliographical Remarks; 2 Functions of Survival Time; 2.1 Definitions; 2.2 Relationships of the Survival Functions; Bibliographical Remarks; Exercises; 3 Examples of Survival Data Analysis; 3.1 Example 3.1: Comparison of Two Treatments and Three Diets; 3.2 Example 3.2: Comparison of Two Survival Patterns Using Life Tables; 3.3 Example 3.3: Fitting Survival Distributions to Remission Data
3.4 Example 3.4: Relative Mortality and Identification of Prognostic Factors3.5 Example 3.5: Identification of Risk Factors; Bibliographical Remarks; Exercises; 4 Nonparametric Methods of Estimating Survival Functions; 4.1 Product-Limit Estimates of Survivorship Function; 4.2 Life-Table Analysis; 4.3 Relative, Five-Year, and Corrected Survival Rates; 4.4 Standardized Rates and Ratios; Bibliographical Remarks; Exercises; 5 Nonparametric Methods for Comparing Survival Distributions; 5.1 Comparison of Two Survival Distributions; 5.2 Mantel-Haenszel Test; 5.3 Comparison of K (K > 2) Samples Bibliographical RemarksExercises; 6 Some Well-Known Parametric Survival Distributions and Their Applications; 6.1 Exponential Distribution; 6.2 Weibull Distribution; 6.3 Lognormal Distribution; 6.4 Gamma and Generalized Gamma Distributions; 6.5 Log-Logistic Distribution; 6.6 Other Survival Distributions; Bibliographical Remarks; Exercises; 7 Estimation Procedures for Parametric Survival Distributions without Covariates; 7.1 General Maximum Likelihood Estimation Procedure; 7.2 Exponential Distribution; 7.3 Weibull Distribution; 7.4 Lognormal Distribution 7.5 Standard and Generalized Gamma Distributions7.6 Log-Logistic Distribution; 7.7 Other Parametric Survival Distributions; Bibliographical Remarks; Exercises; 8 Graphical Methods for Survival Distribution Fitting; 8.1 Introduction; 8.2 Probability Plotting; 8.3 Hazard Plotting; 8.4 Cox-Snell Residual Method; Bibliographical Remarks; Exercises; 9 Tests of Goodness of Fit and Distribution Selection; 9.1 Goodness-of-Fit Test Statistics Based on Asymptotic Likelihood Inferences; 9.2 Tests for Appropriateness of a Family of Distributions 9.3 Selection of a Distribution Using BIC or AIC Procedures9.4 Tests for a Specific Distribution with Known Parameters; 9.5 Hollander and Proschan's Test for Appropriateness of a Given Distribution with Known Parameters; Bibliographical Remarks; Exercises; 10 Parametric Methods for Comparing Two Survival Distributions; 10.1 Likelihood Ratio Test for Comparing Two Survival Distributions; 10.2 Comparison of Two Exponential Distributions; 10.3 Comparison of Two Weibull Distributions; 10.4 Comparison of Two Gamma Distributions; Bibliographical Remarks; Exercises 11 Parametric Methods for Regression Model Fitting and Identification of Prognostic Factors |
| Record Nr. | UNINA-9910143188603321 |
|
Lee Elisa T
|
||
| New York, : J. Wiley, c2003 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
