March 2014
Intermediate to advanced
306 pages
5h 47m
English
Content preview from Statistical Hypothesis Testing with SAS and R
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Chapter 10
Other Tests
In this chapter we present a well-known test for the problem if two independent samples are drawn from the same population or not. The test is based on very few assumptions, for example, it is not necessary to specify the distributions beyond the fact that they are continuous distributions.
10.1 Two-sample tests
10.1.1 Kolmogorov–Smirnov two-sample test (Smirnov test)
| Description: | Tests if two independent samples are sampled from the same distribution. |
| Assumptions: |
|
| Hypotheses: | (A)  vs for at least one |
| (B) vs with for at least one | |
| (C) vs with for at ... |
and 
are independent with continuous distribution functions 
and 
.
and 
are independently drawn from the two populations.Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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