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2-Jan |
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Getting Ready for STATS 115 |
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5-Jan |
Lec |
Introduction to STATS Introduction to STATS 115 and Bayesian Statistics7 and Data |
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7-Jan |
Lec |
Bayes’ Rule for Events |
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7-Jan |
Dis |
Posterior Simulation for Events |
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12-Jan |
Hw |
Bayes’ Rule for Events |
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| 2 |
12-Jan |
Lec |
Bayes’ Rule for Random Variables |
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| 2 |
14-Jan |
Lec |
Beta Binomial Model |
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| 2 |
14-Jan |
Dis |
Beta Binomial Model |
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| 2 |
21-Jan |
Hw |
Bayes’ Rule for Random Variables and Beta Binomial Model |
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| 3 |
19-Jan |
Lec |
No Class, Martin Luther King, Jr. Day |
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| 3 |
21-Jan |
Lec |
Balance and Sequentiality |
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| 3 |
21-Jan |
Dis |
Balance and Sequentiality |
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| 3 |
26-Jan |
Hw |
Balance and Sequentiality |
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| 4 |
26-Jan |
Lec |
Gamma-Poisson Model |
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| 4 |
28-Jan |
Lec |
Normal-Normal Model |
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| 4 |
28-Jan |
Dis |
Conjugate Families |
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| 4 |
2-Feb |
Hw |
Conjugate Families |
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| 5 |
2-Feb |
Lec |
Posterior Approximation |
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| 5 |
4-Feb |
Lec |
MCMC Under the Hood |
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| 5 |
4-Feb |
Dis |
Grid Approcimation and Metropolis-Hastings |
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9-Feb |
Lec |
Posterior Inference and Prediction |
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| 6 |
11-Feb |
Lec |
Midterm in class |
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| 6 |
11-Feb |
Dis |
Solutions to midterm |
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| 6 |
16-Feb |
Hw |
Posterior Inference and Prediction |
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| 7 |
16-Feb |
Lec |
No Class, Presidents’ Day |
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| 7 |
18-Feb |
Lec |
Simple Normal Regression |
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| 7 |
18-Feb |
Dis |
Simple Normal Regression |
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| 7 |
23-Jan |
Hw |
Simple Normal Regression |
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| 8 |
23-Feb |
Lec |
Evaluating Regression Models |
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| 8 |
25-Feb |
Lec |
Extending the Normal Regression |
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| 8 |
25-Feb |
Dis |
Beyond Simple Regression |
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| 8 |
2-Mar |
Hw |
Beyond Simple Regression |
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| 9 |
2-Mar |
Lec |
Logistic Regression |
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| 9 |
4-Mar |
Lec |
Hierarchical Models with No Predictors |
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| 9 |
4-Mar |
Dis |
Logistic Regression |
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| 9 |
9-Mar |
Hw |
Hierarchical Models with No Predictors |
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| 10 |
9-Mar |
Lec |
Hierarchical Models with Predictors |
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| 10 |
11-Mar |
Lec |
Hierarchical Models with Predictors |
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| 10 |
11-Mar |
Dis |
Hands-on Project |
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