Course: Statistics for Laboratory Scientists II

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Schedule


Session Topic Activites
1 Goodness of Fit Lecture
2 Goodness of Fit, Multinomial Distribution Lecture
3 2x2 tables, Hypergeometric Distribution, Paired Data Lecture
4 r x k Tables, Sample Size Lecture
6 Variances; Introduction to ANOVA Lecture
7 ANOVA: Permutation Tests, Random Effects Lecture
8 ANOVA: Model Assumptions and Diagnostics Lecture
9 ANOVA: Multiple Comparisons Lecture
10 ANOVA: Non-parametric Methods Lecture
11 ANOVA: Nested Models Lecture
12 ANOVA: Two-Way Analysis of Variance Lecture
13 Simple Linear Regression Lecture
14 Regression and Correlation Lecture
15 Simple Linear Regression: Tests and Confidence Intervals Lecture
16 Simple Linear Regression: Prediction and Calibration Lecture
17 Multiple Linear Regression: Introduction Lecture
18 Multiple Linear Regression: Diagnostics Lecture
20 Non-Linear Regression Lecture
21 Logistic Regression Lecture