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| 文件类型： | 书 |
|---|---|
| 所有的著者/提供者： |
Mario Alberto Cleves; et al |
| ISBN: | 9781597180412 1597180416 |
| OCLC号码： | 221164304 |
| 描述： | 372 p. : ill. ; 24 cm. |
| 内容： | The Problem of Survival Analysis Parametric modeling Semiparametric modeling Nonparametric analysis Linking the three approaches Describing the Distribution of Failure Times The survivor and hazard functions The quantile function Interpreting the cumulative hazard and hazard rate Means and medians Hazard Models Parametric models Semiparametric models Analysis time (time at risk) Censoring and Truncation Censoring Truncation Recording Survival Data The desired format Other formats Example: wide-form snapshot data Using stset A short lesson on dates Purposes of the stset command Syntax of the stset command After stset Look at stset's output List some of your data Use stdescribe Use stvary Perhaps use stfill Example: hip fracture data Nonparametric Analysis Inadequacies of standard univariate methods The Kaplan--Meier estimator The Nelson--Aalen estimator Estimating the hazard function Estimating mean and median survival times Tests of hypothesis The Cox Proportional Hazards Model Using stcox Likelihood calculations Stratified analysis Cox models with shared frailty Cox models with survey data Model Building Using stcox Indicator variables Categorical variables Continuous variables Interactions Time-varying variables Modeling group effects: fixed-effects, random-effects, stratification, and clustering The Cox Model: Diagnostics Testing the proportional-hazards assumption Residuals Parametric Models Motivation Classes of parametric models A Survey of Parametric Regression Models in Stata The exponential model Weibull regression Gompertz regression (PHmetric) Lognormal regression (AFTmetric) Loglogistic regression (AFTmetric) Generalized gamma regression (AFTmetric) Choosing among parametric models Postestimation Commands for Parametric Models Use of predict after streg Using stcurve Generalizing the Parametric Regression Model Using the ancillary() option Stratified models Frailty models Power and Sample-Size Determination for Survival Analysis Estimating sample size Accounting for withdrawal and accrual of subjects Estimating power and effect size Tabulating or graphing results References Author Index Subject Index |
| 责任： | Mario A. Cleves ... [et al.]. |
| 更多信息： |
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