Title Statements
- Full title :Statistics explained : an Introductory guide for life scientists / [Steve McKillup].
Edition Statements
- Publication Date:2011.
- Edition:2nd ed
Publication Statements
- Publisher(s):Cambridge University Press
- Place of Publication:Cambridge
- Language:eng
- Publication Date:2011.
The Physical Object
- Description:xiv, 403 pages : : illustrations ; : 23 cm
Edition Identifiers
- ISBN:9781107005518, 1107005515, 9780521183284, 0521183286
- oclc:ocn748941689
- LC Classification:QH323.5
- Dewey Decimal:519.5
Table of Contents
Introduction -- Doing science : hypotheses, experiments and disproof -- Collecting and displaying data -- Introductory concepts of experimental design -- Doing science responsibly and ethically -- Probability helps you make a decision about your results -- Probability explained -- Using the normal distribution to make statistical decisions -- Comparing the means of one and two samples of normally distributed data -- Type 1 and Type 2 error, power and sample size -- Single-factor analysis and variance -- Multiple comparisons after ANOVA -- Two-factor analysis of variance -- Important assumptions of analysis of variance, transformations, and a test for equality of variances -- More complex ANOVA -- Relationships between variables : correlations and regression -- Regression -- Analysis of covariance -- Non-parametric statistics -- Non-parametric tests for nominal scale data -- Non-parametric tests for ratio, interval or ordinal scale data -- Introductory concepts of multivariate analysis -- Choosing a test.
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