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August 27 |
Lecture 1:
Introduction |
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September 01 |
Lecture 2:
Descriptive statistics (I) |
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September 03 |
Lecture 3:
Descriptive statistics (II) |
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September 08 |
Lecture 4:
Correlation analysis and linear regression |
A checklist for linear
regression |
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September 10 |
Lecture 5: Linear
regression: Estimation and hypothesis testing |
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September 15 |
Lecture 6: Linear
regression: Prediction and model diagnostics |
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September 17 |
Lecture 7: Linear
regression: Model diagnostics |
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September 22 |
Lecture 8: Linear
regression: Model selection |
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September 24 |
Lecture 9: Basics
of hypothesis testing and t-tests |
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September 29 |
Lecture 10:
Nonparametric tests |
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October 01 |
Lecture 11:
Introduction to SAS macro |
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October 06 |
Lecture 12:
Permutation tests and bootstrap |
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October 08 |
Lecture 13: Power
analysis |
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October 13 |
Lecture 14:
One-way ANOVA and multiple comparison procedures |
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October 15 |
Lecture 15:
Two-way ANOVA and contrast specification |
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October 20 |
Lecture 16:
Interaction |
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October 27 |
Lecture 17: Nested
Design and ANCOVA |
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October 29 |
Lecture 18:
Introduction to random effect and mixed effect models |
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November 3 |
Lecture 19:
Analysis of repeated measures/longitudinal data (I) |
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November 5 |
Lecture 20:
Analysis of repeated measures/longitudinal data (II) |
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November 10 |
Lecture 21:
Contingency table analysis (I) |
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November 12 |
Lecture 22:
Contingency table analysis (II) |
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November 17 |
Lecture 23:
Logistic Regression (I) |
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November 19 |
Lecture 24:
Logistic Regression (II) |
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November 24 |
Lecture 25: Logistic
Regression ( |
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December 1 |
Lecture 26:
Poisson Regression |
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December 3 |
Lecture: 27:
Multivariate data analysis |