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Statistics for Bioengineering Sciences|Brani Vidakovic

Statistics for Bioengineering Sciences : With MATLAB and Winbugs Support

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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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