Biologist's Analytic Toolkit

2008 Linear Models Graduate Seminar

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Worksheets, MathCad, datafiles & scripts:

2008 Linear Models 01 – Simple Linear Regression

2008 Linear Models 02 – Inferences on Simple Linear Regression

2008 Linear Models 03 – Probability Distributions

2008 Linear Models 04 – Assessing Data Normality using Q-Q Plots

2008 Linear Models 05 – Diagnostics for Simple Linear Regressions

2008 Linear Models 06 – GLM Test of Linear Fit

2008 Linear Models 07 – Multiple Linear Regression

2008 Linear Models 08 – Regression Testing & Extra Sums of Squares

2008 Linear Models 09 – Standardizing Data in Multiple Regression

2008 Linear Models 10 – Higher Order Models in Multiple Regression

2008 Linear Models 11 – Coded Factors and Contrast Matrices

2008 Linear Models 12 – Building Regression Models using Automated Serial Procedures

2008 Linear Models 13 – Linear Model Regression Diagnostics

2008 Linear Models 14 – One-Way Analysis of Variance with Fixed Effects Model

2008 Linear Models 15 – ANOVA as a Linear Model

2008 Linear Models 16 – Linear Combinations and the Contrast Vector/Matrix in ANOVA

2008 Linear Models 17 – Simultaneous Comparisons in ANOVA

2008 Linear Models 18 – Two-Way ANOVA - Equal Sample Sizes

2008 Linear Models 19 – 2-Way ANOVA as Linear Models - Unbalanced Example

2008 Linear Models 20 – Interval Estimation in Unbalanced 2-Way ANOVA

2008 Linear Models 21 – Nested Two-way ANOVA Model - Balanced Case

2008 Linear Models 22 – Nested Nested 2-Way ANOVA as Linear Models - Unbalanced Example

2008 Linear Models 23 – Unbalanced Nested ANOVA - Sokal & Rohlf Example