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Applied Statistics >> Content Detail



Study Materials



Readings

Weekly readings are all from the course textbook: Tamhane, Ajit C., and Dorothy D. Dunlop. Statistics and Data Analysis from Elementary to Intermediate. Prentice Hall, 2000. A list of books for futher reading on a selection of course topics can be found in related resources.
LEC #TOPICSREADINGS
1Introduction and Collecting DataChapters 1 and 3
2Summarizing and Exploring DataChapter 4
3Summarizing and Exploring DataChapter 4
4Review of ProbabilityChapter 2
5Sampling DistributionsChapter 5
6Basic Concepts of InferenceChapter 6 and pp. 613-618, in preparation for Assignment 4.
7Inference for Single SamplesChapter 7
8Inference for Two SamplesChapter 8
9Inference for Proportion and Count DataChapter 9
10Review and Examples
11Midterm Exam
12Simple Linear Regression and CorrelationChapter 10
13Simple Linear Regression and CorrelationChapter 10
14Multiple Linear RegressionChapter 11
15Multiple Linear Regression

Logistic Regression

Regression Review and Robust Regression
Chapter 11
16ANOVA - single factorChapter 12
17ANOVA - single factorChapter 12
18ANOVA - multifactorChapter 13
19ANOVA - multifactorChapter 13
20Nonparametric MethodsChapter 14
21Nonparametric MethodsChapter 14
22Special Topics
23Special Topics
24Review and Examples
25Final Exam

 








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