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2 votes
0 answers
69 views

When is the central limit theorem not applied?

I am trying to compare two matched samples. In total I have a sample of 34 people. Each patient receives two treatments, a C1 treatment and a C2 treatment. So each patient will be compared to himself ...
Seydou GORO's user avatar
4 votes
1 answer
106 views

Nonparemetric tests: how to support the null hypothesis you claim to be testing

Let us assume that we have taken an unbalanced number of independent random samples from 5 different populations, which will be analogous to 5 different locations in this example. Each observation ...
Ryan's user avatar
  • 351
6 votes
1 answer
2k views

Plotting non-parametric (E)CDF confidence envelopes for comparison

I have previously asked about a way to test whether two samples are drawn from the same distribution (Non-parametric test if two samples are drawn from the same distribution). I was very glad to learn ...
Luke Gorrie's user avatar
2 votes
1 answer
3k views

Probability of an unknown distribution

I have the sample of a variable $X$ whose distribution is unknown and I would like to know how to estimate the probability of $X$ taking some values. How can I do that? I assume that there's a non ...
Valde's user avatar
  • 157
23 votes
5 answers
16k views

Test if multidimensional distributions are the same

Lets say I have two or more sample populations of n-dimensional continuous-valued vectors. Is there a nonparametric way to test if these samples are from the same distribution? If so, is there a ...
mbc's user avatar
  • 331
1 vote
2 answers
251 views

Assuming my three data series are each $\chi^2(1)$ distributed, are they different from eachother?

I systematically chose rare words from three groups of texts (#1, #2 and #3) (the rare words within each group are different, but some rare words may appear in more than one group). Then, for each ...
Aviv's user avatar
  • 35