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SAS Institute Inc. SAS/STAT 9.22 User's Guide: The PHREG Procedure

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SAS Institute Inc. SAS/STAT 9.22 User's Guide: The PHREG Procedure
Sas publishing, 2010. — 234 p. — ISBN: 1607646293, 9781607646297.
the Phreg procedure performs regression analysis of survival data based on the Cox proportional hazards model and its extensions.
The Phreg procedure.
Overview: Phreg procedure.
Getting Started: Phreg procedure.
Classical Method of Maximum Likelihood.
Bayesian Analysis.
Syntax: Phreg procedure.
Proc phreg statement.
Assess statement.
Baseline statement.
Bayes statement.
Class statement.
Contrast statement.
Effect statement (Experimental46.
Estimate statement.
Freq statement.
Hazardratio statement.
Lsmeans statement.
Lsmestimate statement.
Model statement.
Output statement.
Programming Statements.
Strata statement.
Store statement.
Test statement.
Failure Time Distribution.
Clarification of the Time and Class variables Usage.
Partial Likelihood Function for the Cox Model.
Counting Process Style of Input.
The Multiplicative Hazards Model.
Hazard Ratios.
Specifics for Classical Analysis.
Specifics for Bayesian Analysis.
Computational Resources.
Input and Output Data Sets.
Displayed Output.
Ods table Names.
Ods graphics.
Examples:
Phreg procedure.
Stepwise Regression.
Best Subset Selection.
Modeling with Categorical Predictors.
Firth's Correction for Monotone Likelihood.
Conditional Logistic Regression for m:n Matching.
Model Using Time-Dependent Explanatory Variables.
Time-Dependent Repeated Measurements of a Covariate.
Survivor Function Estimates for Specific Covariate Values.
Analysis of Residuals.
Analysis of Recurrent Events Data.
Analysis of Clustered Data.
Model Assessment Using Cumulative Sums of Martingale Residuals.
Bayesian Analysis of the Cox Model.
Bayesian Analysis of Piecewise Exponential Model.
Subject Index.
Syntax Index.
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