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The Statistical Analysis of Small Data Sets
Engelsk
Bogcover for The Statistical Analysis of Small Data Sets af Graeme D. Ruxton, Markus Neuhauser, 9780198872979
Specifikationer
Sprog:
Engelsk
Sider:
160
ISBN-13:
9780198872979
Indbinding:
Hardback
ISBN-10:
0198872976
Udg. Dato:
30 aug 2024
Størrelse i cm:
16,2 x 24,2 x 1,4
Oplagsdato:
30 aug 2024

The Statistical Analysis of Small Data Sets

Engelsk
Hardback 2024
Format:

Bog beskrivelse
We live in the era of big data. However, small data sets are still common for ethical, financial, or practical reasons. Small sample sizes can cause researchers to seek out the most powerful methods to analyse their data, but they may also be wary that some methodologies and assumptions may not be appropriate when samples are small. The book offers advice on the statistical analysis of small data sets for various designs and levels of measurement, helping researchers to analyse such data sets, but also to evaluate and interpret others'' analyses. The book discusses the potential challenges associated with a small sample, as well as the ways in which these challenges can be mitigated. General topics with strong relevance to small sample sizes such as meta-analysis, sequential and adaptive designs, and multiple testing are introduced. While the focus is on hypothesis tests and confidence intervals, Bayesian analyses are also covered. Code written in the statistical software R is presented to carry out the proposed methods, many of which are not limited to use on small data sets, and the book also discusses approaches to computing the power or the necessary sample size, respectively.
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Specifikationer
Sprog:
Engelsk
Sider:
160
ISBN-13:
9780198872979
Indbinding:
Hardback
ISBN-10:
0198872976
Udg. Dato:
30 aug 2024
Størrelse i cm:
16,2 x 24,2 x 1,4
Oplagsdato:
30 aug 2024
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