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.
General
| Imprint: |
Springer International Publishing AG
|
| Country of origin: |
Switzerland |
| Release date: |
May 2023 |
| First published: |
2023 |
| Authors: |
Warren J. Ewens
• Katherine Brumberg
|
| Dimensions: |
235 x 155mm (L x W) |
| Pages: |
273 |
| Edition: |
1st ed. 2023 |
| ISBN-13: |
978-3-03-128188-4 |
| Categories: |
Books
|
| LSN: |
3-03-128188-8 |
| Barcode: |
9783031281884 |
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