Analysis of Variance
R Companion to Montgomerys Design and Analysis of Experiments (2005) by Christophe Lalanne 82 pages
Introduction to Design and Analysis of Experiments by Doug Wiens 262 slides
Introduction to Analysis of Variance With Sound by James Jones 24 slides
Estimation of Variance Components by Julius van der Werf 28 slides
Analysis of variance and experimental design by Stelios Psarakis and Vassilis Vasdekis 5 chapters in Greek
Repeated Measures ANOVA
ANOVA approaches to Repeated Measures 63 pages
Repeated Measures ANOVA by Andy Field  22 pages 
The Analysis of Repeated Measures: A Practical Review with Examples by B. S. Everitt 24 pages
Nested Design & SplitPlot Design
Nested Analysis & SplitPlot Designs using R by M.J. Crawley 46 pages
Nested Factors Design of Experiments  Montgomery Chapter 13 9 pages
Nested Designs and SplitPlot Designs 23 slides
Linear Regression Analysis
Residuals and Influence in Regression by R. Dennis Cook and Stanford Weisberg 240 pages
The Classical Linear Regression Model by Arne Hallam 41 pages
Restricted Least Squares, Hypothesis Testing and Prediction in the Classical Linear Regression Model by Arne Hallam 21 pages
Large Sample Properties of Estimators in the Classical Linear Regression Model by Arne Hallam 35 pages
Lecture notes on Regression Analysis by Jan Vrbik 57 pages
Statistical Inference in the Classical Linear Regression Model by Arne Hallam 31 pages
Overview of Violations of the Basic Assumptions in the Classical Normal Linear Regression Model by Arne Hallam 24 pages
Multivariate Linear Models by Stanley Sawyer 29 pages
CorrelationRegression by Dimitris Fouskakis Coefficient of Determination, Multiple Regression, Warnings and Issues 91 slides
Regression Analysis by Kenneth J. Koehler 19 pages
Collinearity by Richard Williams 11 pages
Understanding Correlation by R.J. Rummel online textbook
Analysis of Variance and Linear Regression Analysis
Statistical Analysis with The General Linear Model by Jeff Miller and Patricia Haden  274 pages 
Experimental Statistics for Biological Sciences I by Marie Davidian ANOVA, Multiple Comparisons, Simple Linear Regression
371 pages
Practical Regression and Anova Using R by Faraway, J. 213 pages
Analysis of NonLinear Models by Kenneth J. Koehler 29 pages
Lecture notes on Analysis of Variance and Regression Analysis by Richard Lockhart
