Title | Topics in Biostatistics [electronic resource] / edited by Walter T. Ambrosius |
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Imprint | Totowa, NJ : Humana Press, 2007 |
Connect to | http://dx.doi.org/10.1007/978-1-59745-530-5 |
Descript | XII, 528 p. online resource |
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