Topics in Biostatistics - Ambrosius, Walter T.; SpringerLink (Online service) (Totowa, NJ : Humana Press : Imprint: Humana, 2007)
Study Design: The Basics -- Observational Study Design -- Descriptive Statistics -- Basic Principles of Statistical Inference -- Statistical Inference on Categorical Variables -- Development and Evaluation of Classifiers -- Comparison of Means -- Correlation and Simple Linear Regression -- Multiple Linear Regression -- General Linear Models -- Linear Mixed Effects Models -- Design and Analysis of Experiments -- Analysis of Change -- Logistic Regression -- Survival Analysis -- Basic Bayesian Methods -- Overview of Missing Data Techniques -- Statistical Topics in the Laboratory Sciences -- Power and Sample Size -- Microarray Analysis -- Association Methods in Human Genetics -- Genome Mapping Statistics and Bioinformatics -- Working with a Statistician.
Keywords: Cell biology; Cell Biology