Erschienen: 01.03.2016 Abbildung von Scheff | Fundamental Statistical Principles for the Neurobiologist | 2016

Scheff

Fundamental Statistical Principles for the Neurobiologist

A Survival Guide

2016. Buch. 234 S. Softcover

William Andrew Publishing. ISBN 978-0-12-804753-8

Format (B x L): 15,2 x 22,9 cm

In englischer Sprache

Produktbeschreibung

Fundamental Statistical Principles for Neurobiologists introduces readers to basic experimental design and statistical thinking in a comprehensive, relevant manner. This book is an introductory statistics book that covers fundamental principles written by a neuroscientist who understands the plight of the neuroscience graduate student and the senior investigator. It summarizes the fundamental concepts associated with statistical analysis that are useful for the neuroscientist, and provides understanding of a particular test in language that is more understandable to this specific audience, with the overall purpose of explaining which statistical technique should be used in which situation. Different types of data are discussed such as how to formulate a research hypothesis, the primary types of statistical errors and statistical power, followed by how to actually graph data and what kinds of mistakes to avoid. Chapters discuss variance, standard deviation, standard error, mean, confidence intervals, correlation, regression, parametric vs. nonparametric statistical tests, ANOVA, and post hoc analyses. Finally, there is a discussion on how to deal with data points that appear to be "outliers" and what to do when there is missing data, an issue that has not sufficiently been covered in literature.



- An introductory guide to statistics aimed specifically at the neuroscience audience
- Contains numerous examples with actual data that is used in the analysis
- Gives the investigators a starting pointing for evaluating data in easy-to-understand language
- Explains in detail many different statistical tests commonly used by neuroscientists

Gesamtwerk

Die 8. Auflage ist wieder auf sechs Bände angelegt. Darin finden sich übersichtlich und in systematischer Gliederung Vertragsmuster aus der Feder erfahrener Experten. Jedem dieser Muster folgen Anmerkungen, mit denen der dem Vertragsentwurf zu Grunde liegende Sachverhalt und die Gründe für die Wahl des spezifischen Formulars erläutert werden.

Autoren

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