Please note: In order to keep Hive up to date and provide users with the best features, we are no longer able to fully support Internet Explorer. The site is still available to you, however some sections of the site may appear broken. We would encourage you to move to a more modern browser like Firefox, Edge or Chrome in order to experience the site fully.

Bayesian Statistics for Experimental Scientists, Hardback Book

Bayesian Statistics for Experimental Scientists Hardback



This book offers an introduction to the Bayesian approach to statistical inference, with a focus on nonparametric and distribution-free methods.

It covers not only well-developed methods for doing Bayesian statistics but also novel tools that enable Bayesian statistical analyses for cases that previously did not have a full Bayesian solution.

The book's premise is that there are fundamental problems with orthodox frequentist statistical analyses that distort the scientific process.

Side-by-side comparisons of Bayesian and frequentist methods illustrate the mismatch between the needs of experimental scientists in making inferences from data and the properties of the standard tools of classical statistics. The book first covers elementary probability theory, the binomial model, the multinomial model, and methods for comparing different experimental conditions or groups.

It then turns its focus to distribution-free statistics that are based on having ranked data, examining data from experimental studies and rank-based correlative methods.

Each chapter includes exercises that help readers achieve a more complete understanding of the material. The book devotes considerable attention not only to the linkage of statistics to practices in experimental science but also to the theoretical foundations of statistics.

Frequentist statistical practices often violate their own theoretical premises.

The beauty of Bayesian statistics, readers will learn, is that it is an internally coherent system of scientific inference that can be proved from probability theory.


Save 14%



Free Home Delivery

on all orders

Pick up orders

from local bookshops