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Statistics for Bioengineering Sciences : With MATLAB and Winbugs Support
Overview
Introduction.- The Sample and Its Properties.- Probability, Conditional Probability, and Bayes' Rule.- Sensitivity, Specificity, and Relatives.- Random Variables.- Normal Distribution.- Point and Interval Estimators.- Bayesian Approach to Inference.- Testing Statistical Hypotheses.- Two Samples.- ANOVA and Elements of Experimental Design.- Distribution-Free Tests.- Goodness-of-Fit Tests.- Models for Tables.- Correlation.- Regression.- Regression for Binary and Count Data.- Inference for Censored Data and Survival Analysis.- Bayesian Inference Using Gibbs Sampling - BUGS Project.
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Details
- ISBN-13: 9781493951444
- ISBN-10: 1493951440
- Publisher: Springer
- Publish Date: August 2016
- Dimensions: 9.21 x 6.14 x 1.54 inches
- Shipping Weight: 2.34 pounds
- Page Count: 753
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