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教学时程
最后修改时间：
09-11-2006 09:58 AM
- Click on links below to download class notes or slide shows
- To download Maple worksheets related to these lectures visit the Class Notes page.
| Lecture | Unit/Subject | References |
| 1 | 1 ??Introduction / 2-Sample space, set theory | Class Notes 1 & 2/Slides (PDF) |
| 2 | 2 ??Probability, Axioms & Theorems | Slides (PDF) |
| 3 | 2 ??Conditional probability, Bayes theorem | Slides (PDF) |
| 4 | 3 ??Combinatorial analysis / Intro to Maple | |
| 5 | 3 ??Discrete random variables, pmf, CDF | Class notes on random variables (PDF) |
| 6 | 3 ??Continuous random variable, pdf, CDF | |
| 7 | 3 ??Mathematical expectation, variance | Class notes on mathematical expectation (PDF) |
| 8 | 3 ??Test 1 problems discussed | Class notes from lecture (PDF) |
| 9 | 3 ??Percentiles, moments, skewness, kurtosis | |
| 10 | 4 ??Discrete prob. distributions | Class notes on
discrete prob. dist. Slides (PDF) |
| 11 | 4 ??More on discrete probability distributions | ICDF for discrete distributions (PDF) |
| 12 | 4 ??The Normal distribution | Class notes on the normal
dist Additional notes on the normal dist. Slides (PDF) |
| 13 | 4 ??Continuous probability distributions | Class notes: Parts I-III (ZIP) |
| 14 | 4 ??Probability distributions for inference | Class notes: Part IV (PDF) |
| 15 | 5 ??Numerical samples and data reduction | Slides Part 1
(PDF) Class notes for statistics of data (ZIP) Additional links for samples & populations |
| 16 | 5 ??Frequency distributions | Slides Part 2 (PDF) |
| 17 | 5 ??Statistical graphics/Grouped data | Slides Part 3, Part 4, Part 6 (PDF) |
| 18 | 6 ??Linear regression/Covariance/Correlation | Slides for lecture
(PDF) Class notes for regression (PDF) Maple 10 Worksheet(ZIP) |
| 19 | 6 ??Non-linear regression | Slides for lecture (PDF) |
| 20 | 6 ??Multiple linear regression | Slides for lecture (PDF) |
| 21 | 7 ??Sampling Theory - means, proportions, etc. | Class notes for sampling theory (PDF) |
| 22 | 7 ??Sampling theory - differences, ratios | |
| 23 | 8 ??Estimation theory - confidence intervals | Class notes for estimation theory (PDF) |
| 24 | 8 ??Hypothesis testing - definitions | Class notes for hypothesis testing (PDF) |
| 25 | 8 ??Inference on the mean and variance | |
| 26 | 8 ??Inference on variance and proportions | |
| 27 | 8 ??Goodness of fit/Ratio of variances | |
| 28 | Final Exam | |
Copyright 2006,
by the Contributing Authors.
This work is licensed under a
Creative Commons License.
