Schedule and Textbooks Information
Summer 2023 Schedule and Textbook Information for STAT 301
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STAT 301 - Textbook(s) for Summer 2023
| CRN | Title | Author | ISBN | Version | Req/Opt |
|---|---|---|---|---|---|
| ALL | Introduction to the Practice of Statistics | David S. Moore; George P. McCabe; Bruce A. Craig | 9781319244446 | 10th | Y |
STAT 301 - Schedule information for Summer 2023
| CRN | Section | Instructor | Day | Time | Room |
|---|---|---|---|---|---|
| 29253 | 001 | Jorge Loria | MTWR | 11:00am-12:00pm | SCHM 313 |
| 29254 | 002 | Hyeong jin Hyun | F | 11:00am-12:00pm | RHPH 316 |
STAT 301 - Course Outline
1. Organization and Introduction to Data Display- Types of data
- Graphical and numerical summaries of data
2. Experimental and sampling design
- Design of experiments
- Survey sampling
- Causation, confounding, common response
- Ethics in experiments
3. Probability to Inference
- Normal distribution calculations for X
- Normal approximation to the binomial for sample proportions
- Sample means and the Central Limit Theorem
4. Introduction to Inference (Normal case, variance known)
- Confidence intervals
- Choosing the sample size
- Significance test for a population mean
5. Inference for Distributions and Count Data
- Inference for the means and proportions. Matched pairs for means. One-way ANOVA and Bonferroni Multiple Comparisons t tests. Two-way ANOVA
6. Data Relationships and Inference for Regression
- Scatterplots, simple linear regression, estimation of coefficients prediction intervals, correlation
- Multiple regression