Understanding Statistical Error: A Primer for Biologists (2016) torrent

Marek Gierlinski, "Understanding Statistical Error: A Primer for Biologists"
2016 | ISBN-10: 1119106915 | 224 pages | PDF | 4 MB

This accessible introductory textbook provides a straightforward, practical explanation of how statistical analysis and error measurements should be applied in biological research.

Understanding Statistical Error - A Primer for Biologists:

Introduces the essential topic of error analysis to biologists
Contains mathematics at a level that all biologists can grasp
Presents the formulas required to calculate each confidence interval for use in practice
Is based on a successful series of lectures from the author’s established course
Assuming no prior knowledge of statistics, this book covers the central topics needed for efficient data analysis, ranging from probability distributions, statistical estimators, confidence intervals, error propagation and uncertainties in linear regression, to advice on how to use error bars in graphs properly. Using simple mathematics, all these topics are carefully explained and illustrated with figures and worked examples. The emphasis throughout is on visual representation and on helping the reader to approach the analysis of experimental data with confidence.

This useful guide explains how to evaluate uncertainties of key parameters, such as the mean, median, proportion and correlation coefficient. Crucially, the reader will also learn why confidence intervals are important and how they compare against other measures of uncertainty