98年第1學期-1392 類別資料分析 課程資訊

課程分享

選課分析

本課程名額為 80人,已有51人選讀,尚餘名額29人。

評分方式

評分項目 配分比例 說明
Homework assignments, class attendance, and unannounced small quizzes 25
Quizzes or Projects 30
Midterm 20
Final 25

授課教師

蘇俊隆

教育目標

Introducing statistical models for categorical data used by statistical researchers and practitioners

課程概述

Objective: Introducing statistical models for categorical data used by statistical researchers and practitioners. Prerequisites:(a) Elementary Statistics(b).At least one of the following packages(SAS, R/Splus, or SPSS). Contents : 1.Statistical inference for Two-way and Three-way Contigency tables under different assumptions. 2.Logit/Loglinear models and their extensions. 3.Generalized linear models with random effects for categorical responses. 4.Models checking and selection. 5.Asymptotic results and other advanced topics. Sofewares: 1.SAS: PPRC FREQ, GENMOD, LOGISTIC, CATMOD, and NLMIXED. 2.S-PLUS or R: chisq.test, glm, fisher. test, gee, and glmmPQL. 3.SPSS: crosstabs, logistic, and plum.

課程資訊

參考書目

“Categporical Data Analysis” by ALAN AGRESTI