Schedule and Textbooks Information
Fall 2024 Schedule and Textbook Information for STAT 301
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STAT 301 - Textbook(s) for Fall 2024
Textbook information is not available at this time.
STAT 301 - Schedule information for Fall 2024
Schedule information is not available at this time.
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