Statistics for Bioengineering Sciences: With MATLAB and Winbugs Support

By Brani Vidakovic

Book 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.

• Format: Paperback
• Language: English
• ISBN: 1493951440
• ISBN13: 9781493951444
• Release Date: August 2016
• Publisher: Springer
• Length: 753 Pages
• Weight: 2.34 lbs.
• Dimensions: 1.5" x 6.1" x 9.2"