SØG - mellem flere end 8 millioner bøger:
Viser: The Statistical Analysis of Small Data Sets
The Statistical Analysis of Small Data Sets
Markus Neuhäuser og Graeme D. Ruxton
(2024)
Sprog: Engelsk
Oxford University Press, Incorporated
552,00 kr.
ikke på lager, Bestil nu og få den leveret
om ca. 15 hverdage
om ca. 15 hverdage
Detaljer om varen
- Paperback: 160 sider
- Udgiver: Oxford University Press, Incorporated (December 2024)
- Forfattere: Markus Neuhäuser og Graeme D. Ruxton
- ISBN: 9780198872986
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.
1. General principles2. Note on permutation and bootstrap tests3. A single sample of continuous data4. Comparing continuous data across levels of one or more factors5. Correlation and regression6. Binomial data7. Multinomial data8. Sequential analysis and adaptive designs9. Meta-analysis10. Multiple testing11. Bayesian analysis
De oplyste priser er inkl. moms
Butikker og åbningstid
Handler du som firma
Forretningsbetingelser
Porto og forsendelse
Data & cookiepolitik
Handler du som firma
Forretningsbetingelser
Porto og forsendelse
Data & cookiepolitik
Find pensumliste
FAQ for studerende
Pensumlistegaranti
Sortiment og levering
Kompendier(for undervisere)
FAQ for studerende
Pensumlistegaranti
Sortiment og levering
Kompendier(for undervisere)
Polyteknisk Boghandel og Forlag A/S - Anker Engelundsvej 1 - 2800 Lyngby
Tlf 77 42 43 44 - email poly@polyteknisk.dk - CVR 34072655 - Sydbank Reg: 6748 Konto 0001107927
Tlf 77 42 43 44 - email poly@polyteknisk.dk - CVR 34072655 - Sydbank Reg: 6748 Konto 0001107927