Sandsynlighedsregning og statistik
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Introductory Statistics for Data Analysis
Udgivet af Springer International Publishing AG
ISBN
9783031281884
Om denne bog
This book describes the probability theory associated with frequently used statistical procedures and the relation between probability theory and statistical inference. The first third of the book is dedicated to probability theory including topics relating to events, random variables, and the Central Limit Theorem. St…
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Bogdetaljer
Forfatter
Katherine Brumberg, Warren J. Ewens
Forlag
Springer International Publishing AG
Kategori
Sandsynlighedsregning og statistik
ISBN-13
9783031281884
EAN
9783031281884
Format
Indbundet
Sprog
Engelsk
sider
273
Produktbeskrivelse
This book describes the probability theory associated with frequently used statistical procedures and the relation between probability theory and statistical inference. The first third of the book is dedicated to probability theory including topics relating to events, random variables, and the Central Limit Theorem. Statistical topics then include parameter estimation with confidence intervals, hypothesis testing, chi-square tests, t tests, and several non-parametric tests. Flow charts are frequently used to facilitate an understanding of the material considered. The examples and problems in the book all concern simple data sets which can be analyzed with a simple calculator; however, the R code required to complete many examples and problems is provided as well for those that are interested.
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