LEC/REC # | TOPICS | |
---|---|---|
1 | Course Introduction (PDF) | |
2 | Descriptive Statistics (PDF) | |
3 | Probablility (PDF) | |
4 | Joint Probability, Independence, Repeated Trials (PDF) | |
5 | Combinatorial Methods for Deriving Probabilities (PDF) | |
6 | Conditional Probability and Baye's Theorem (PDF) | |
7 | Random Variables and Probability Distributions (PDF) | |
8 | Expectation, Functions of a Random Variable (PDF) | |
9 | Risk | |
10 | Some Common Probability Distributions (PDF) | |
11 | Multivariate Probability (PDF) | |
12 | Functions of Many Random Variables | |
13 | Populations and Samples (PDF) | |
14 | Estimation (PDF) | |
15 | Confidence Intervals (PDF) | |
16 | Testing Hypotheses about a Single Population (PDF) | |
17 | Testing Hypotheses about Two Populations (PDF) | |
18 | Small Sample Statistics (PDF) | |
19 | Analysis of Variance (PDF) | |
20 | Analysis of Variance (contd.) (PDF) | |
21 | Multifactor Analysis of Variance (PDF) | |
22 | Linear Regression (PDF) | |
23 | Analyzing Regression Results (PDF) |
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Computing and Data Analysis for Environmental Applications Lecture notes from MIT-USA
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