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1 - 1 - 01_01_a Introduction to regression (4-10).mp4
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1 - 10 - 01_04_a Regression to the Mean (3-46).mp4
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1 - 11 - 01_04_b Regression to the Mean Example (10-46).mp4
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1 - 2 - 01_01_b Basic least squares (5-41).mp4
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1 - 3 - 01_01_c Least squares continued (5-38).mp4
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1 - 4 - 01_01_d Regression through the origin (7-37).mp4
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1 - 5 - 01_02_a Basic Notation and Background (3-26).mp4
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1 - 6 - 01_02_b Normalization and Correlation (5-22).mp4
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1 - 7 - 01_03_a Linear Least Squares (6-01).mp4
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1 - 8 - 01_03_b Linear Least Squares Special Cases (4-22).mp4
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1 - 9 - 01_03_c Linear Least Squares Solved (11-33).mp4
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2 - 1 - 01_05_a Statistical Linear Regression Models (5-58).mp4
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2 - 10 - 02_01_a Multivariate Regression (2-47).mp4
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2 - 11 - 02_01_b Multivariable Least Squares (12-59).mp4
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2 - 12 - 02_01_c More Multivariable Least Squares (8-35).mp4
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2 - 13 - 02_01_d Multivariable Linear Models Interpretation (9-46).mp4
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2 - 2 - 01_05_b Interpreting Regression Coefficients (6-28).mp4
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2 - 3 - 01_05_c Statistical Regression Models Examples (6-00).mp4
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2 - 4 - 01_06_a Residuals (2-51).mp4
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2 - 5 - 01_06_b Properties of Residuals (8-48).mp4
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2 - 6 - 01_06_c Residual Variation (11-20).mp4
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2 - 7 - 01_07_a Inference in Regression (1-28).mp4
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2 - 8 - 01_07_b T Tests for Regression Coefficients (12-33).mp4
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2 - 9 - 01_07_c Prediction Intervals (14-13).mp4
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3 - 1 - 02_02_a Multivariable regression examples (14-38).mp4
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3 - 10 - 02_04_c Residuals and diagnostics examples (6-32).mp4
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3 - 11 - 02_05_a Some thoughts on model selection (6-38).mp4
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3 - 12 - 02_05_b Variance inflation (10-33).mp4
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3 - 13 - 02_05_c Model comparison and search (8-05).mp4
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3 - 2 - 02_02_b Dummy variables (27-08).mp4
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3 - 3 - 02_02_c Interactions (26-29).mp4
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3 - 4 - 02_03_a Multivariable simulation exercises (5-42).mp4
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3 - 5 - 02_03_b More simulation exercises (3-53).mp4
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3 - 6 - 02_03_c More simulation examples 2 (2-52).mp4
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3 - 7 - 02_03_d Simulation examples finished (4-22).mp4
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3 - 8 - 02_04_a Residuals (4-48).mp4
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3 - 9 - 02_04_b More on diagnostics (5-18).mp4
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4 - 1 - 03_01_a Generalized Linear Models (2-32).mp4
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4 - 10 - 03_04_a Fitting Functions (9-52).mp4
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4 - 11 - 03_04_b Fun Example (8-02).mp4
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4 - 2 - 03_01_b GLM Examples (6-21).mp4
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4 - 3 - 03_01_c Variances and Quasi Likelihood (7-05).mp4
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4 - 4 - 03_02_a Binary Data GLMs (7-11).mp4
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4 - 5 - 03_02_b GLMs and Odds (14-03).mp4
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4 - 6 - 03_02_c More on Odds (12-29).mp4
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4 - 7 - 03_03_a Poisson Regression (8-15).mp4
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4 - 8 - 03_03_b Poisson Regression Example (14-12).mp4
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4 - 9 - 03_03_c Poisson Rate Models (12-53).mp4
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