Statistics for Bioengineering Sciences

With MATLAB and WinBUGS Support

Specificaties
Gebonden, 753 blz. | Engels
Springer New York | 2011e druk, 2011
ISBN13: 9781461403937
Rubricering
Springer New York 2011e druk, 2011 9781461403937
Onderdeel van serie Springer Texts in Statistics
€ 120,99
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Samenvatting

Through its scope and depth of coverage, this book addresses the needs of the vibrant and rapidly growing engineering fields, bioengineering and biomedical engineering, while implementing software that engineers are familiar with.

The author integrates introductory statistics for engineers and  introductory biostatistics as a single textbook heavily oriented to computation and hands on approaches. For example, topics ranging from the aspects of disease and device testing, Sensitivity, Specificity and ROC curves, Epidemiological Risk Theory, Survival Analysis, or Logistic and Poisson Regressions are covered.

In addition to the synergy of engineering and biostatistical approaches, the novelty of this book is in the substantial coverage of Bayesian approaches to statistical inference. Many examples in this text are solved using both the traditional and Bayesian methods, and the results are compared and commented.

Specificaties

ISBN13:9781461403937
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:753
Uitgever:Springer New York
Druk:2011

Inhoudsopgave

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.
€ 120,99
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        Statistics for Bioengineering Sciences