## Categorical Data Analysis Using SAS, Third EditionStatisticians and researchers will find Categorical Data Analysis Using SAS, Third Edition, by Maura Stokes, Charles Davis, and Gary Koch, to be a useful discussion of categorical data analysis techniques as well as an invaluable aid in applying these methods with SAS. Practical examples from a broad range of applications illustrate the use of the FREQ, LOGISTIC, GENMOD, NPAR1WAY, and CATMOD procedures in a variety of analyses. Topics discussed include assessing association in contingency tables and sets of tables, logistic regression and conditional logistic regression, weighted least squares modeling, repeated measurements analyses, loglinear models, generalized estimating equations, and bioassay analysis. The third edition updates the use of SAS/STAT software to SAS/STAT 12.1 and incorporates ODS Graphics. Many additional SAS statements and options are employed, and graphs such as effect plots, odds ratio plots, regression diagnostic plots, and agreement plots are discussed. The material has also been revised and reorganized to reflect the evolution of categorical data analysis strategies. Additional techniques include such topics as exact Poisson regression, partial proportional odds models, Newcombe confidence intervals, incidence density ratios, and so on. This book is part of the SAS Press program. |

### What people are saying - Write a review

We haven't found any reviews in the usual places.

### Contents

1 | |

15 | |

Sets of 2x2 Tables | 47 |

2 x r and s x 2 Tables | 73 |

The s by r Table | 107 |

Sets of s by r Tables | 141 |

Nonparametric Methods | 175 |

Dichotomous Response | 189 |

Conditional Logistic Regression | 297 |

Quantal Response Data Analysis | 345 |

Poisson Regression and Related Loglinear Models | 373 |

Categorized TimetoEvent Data | 409 |

Weighted Least Squares | 427 |

Generalized Estimating Equations | 487 |

557 | |

573 | |

### Other editions - View all

Categorical Data Analysis Using SAS, Third Edition Maura E. Stokes,Charles S. Davis,Gary G. Koch Limited preview - 2012 |

Categorical Data Analysis Using SASŪ, Third Edition Maura E. Stokes,Charles S. Davis,Gary G. Koch No preview available - 2018 |

Categorical Data Analysis Using SAS, Third Edition Gary G. Koch,Charles S. Davis,Maura E. Stokes No preview available - 2012 |

### Common terms and phrases

active Analysis Using SAS association Categorical Data Analysis Chapter Charles Chi-Square ChiSq clusters Coefficient column compared compute conditional confidence interval Confidence Limits contains contingency contrast Controlling Copyright correlation corresponding count covariance Davis determine discussed disease displays distribution drug effects equal Error exact example explanatory variables female Frequency function Gary G gender GENMOD goodness-of-fit hypothesis includes indicates input interaction Intercept interest Koch levels logistic regression male Mantel-Haenszel matrix Maura Maura E Maximum Likelihood Mean Scores measures methods Note observations odds ratio option outcome Output p-value parameter estimates patients Pearson period placebo probability PROC FREQ PROC LOGISTIC procedure produce profiles proportions rank repeated request response response variable sample scale scores significant specified standard statement statistic Stokes subjects Table Third Edition treatment Type Wald weight