Live lectures for Stats 210
Please send comments to Rachel Fewster.
Many thanks to Hector Gray Pozo who kindly converted these recordings from their original SWF format.
| L1: Sample spaces & events |
Ch 1, 3-5 |
MP4 |
| L2: Probability and random variables |
Ch 1, 6-10 |
MP4 |
| Binomial distribution, CDF |
Ch 1, 10-16 |
MP4 |
| L3: Conditional probability, Independence |
Ch 1, 16-21 |
MP4 |
| L4: Bayes Theorem, Partition Theorem |
Ch 1, 21-27 |
MP4 |
| L5: Inference, Hypothesis tests |
Ch 2, 33-37 |
MP4 |
| L6: p-values |
Ch 2,38-42 |
MP4 |
| L7: Presidents and Divers |
Ch 2, 42-47 |
MP4 |
| L8: Limitations of p-values, Ice hockey |
Ch 2, 48-52 |
MP4 |
| Influence of n and x on p-value: PDF |
| Language for strength of evidence: PDF |
| L9: Likelihood |
Ch 2, 52-58 |
MP4 |
| L10: Estimators |
Ch 2, 58-63 |
MP4 |
| L11: Expectation |
Ch 2, 64-72 |
MP4 |
| L12: Variable transformations |
Ch 2, 72-78 |
MP4 |
| L13: Variance |
Ch 2, 79-84 |
MP4 |
| L14: One or two-tailed tests; Estimators |
Ch 2/3, 85-93 |
MP4 |
| L15: Geometric, NegBin |
Ch 3, 93-103 |
MP4 |
| L16: Poisson distribution |
Ch 3, 104-111 |
MP4 |
| L17: Log-lik, Subjective Models, Regression |
Ch 3, 112-117 |
MP4 |
| L18: Regression modelling Read p.123-128 |
Ch 3, 117-122 |
MP4 |
| L19: Continuous r.v.s |
Ch 4,123-133 |
MP4 |
| L20: CDF; Exponential distribution |
Ch 4, 132-137 |
MP4 |
| L21: Exponential; Likelihood |
Ch 4, 137-144 |
MP4 |
| See L14 for one- or two-tailed tests |
| L22: Expectation; Change of Variable |
Ch 4, 144-156 |
MP4 |
| L23: Uniform, Gamma; Normal; CLT |
Ch 4/5, 151-169 |
MP4 |
| L24: CLT, Confidence Intervals |
Ch 5, 170-177 |
MP4 |
| Chapter 6: for reading. |
The annotated PDFs are available from the Notes page.
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