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Is Fisher's exact test good for this use?

I have a table that looks something like this: group 1 group 2 group 3 group 4 region1 50 217 340 53 region2 32 23 36 42 :------- :-------: :-------: :-------: -------: male 40 200 36 42 female ...
anni's user avatar
  • 21
0 votes
0 answers
150 views

Should a contingency table be "symmetric"?

Im am running a fishers exact test on some data but im unsure of how the input contingency table should be formatted. Option 1 ...
craszer's user avatar
2 votes
2 answers
5k views

Chi Square Test on small sample size

I have the following dataset and I am trying to run a Chi-square test between the control and pilot. The only issue is that, for a Chi-Square test to return proper results, the sample size need to be ...
Ali Parahoo's user avatar
0 votes
1 answer
128 views

Use of Chi-Square test of independence / Fisher Exact Test?

One of my research hypotheses is that individuals from Southeast Asia who are ethnically Chinese are more likely to experience racially motivated hate crimes than their counterparts from other ethnic ...
Amélie V's user avatar
2 votes
1 answer
1k views

How to interpret significant likelihood ratio and insignificant Chi-square tests?

To analyze frequencies in a 2x2 table, I ran a statistical test procedure using SPSS. It returned a p less than .05 for the likelihood Ratio but greater than .05 for Chi-Square and Fisher Exact Test (...
Joel W.'s user avatar
  • 3,427
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0 answers
30 views

outage frequency analysis

I have several outage data points. Each outage has a time category (TP1 - TP3 - one could argue this is an ordinal variable) and week day. The rolled up (artificial) frequencies data looks as follows: ...
cs0815's user avatar
  • 2,225
2 votes
1 answer
55 views

Statistical test to detect regional excess of observations compared to background observations

I have data on the protein position of genetic variants. I want to determine whether there is a region of the proteins with a significant excess of variants relative to controls. Consider this ...
Adam Waring's user avatar
1 vote
0 answers
300 views

What statistical test could I use to compare categories of two data sets (for enrichment) with hugely different sample size?

I have some biological variant effect prediction data. This data can be split into categories based on the biological effect each variant has. I've turned this into two data sets: One is the "full" ...
Tal's user avatar
  • 11
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0 answers
35 views

Are the classic assumptions for Chi 2 test still valid?

For a 2*2 table, I want to use Chi 2 test Are the classic assumptions (1# more than 80% of the contingency cells having expected values ­> 5, 2# no zero in the cells ) are still valid? Is existence of ...
user avatar
1 vote
0 answers
1k views

Fisher's exact / Chi-squared tests with repeated/dependent observations

I have a dataset (structure explained below) for which I want to perform some tests on 2x2-tables. The data is generated from a (randomized) experiment, and structured as follows: I have n subjects, ...
DavidP's user avatar
  • 164
2 votes
0 answers
357 views

Statistical Significance of the "Cost per Conversion"

I am trying to optimize our AdWords ads and running some statistical tests. I use a chi-squared test and Fisher's exact test for conversion rate data; for example the click-through-rate (CTR) or the ...
Andrea's user avatar
  • 21
1 vote
1 answer
29 views

1-sided vs 2-sided general M*N independence tests like Fisher exact or $\chi^2$ tests

What does the 1-sided vs 2-sided distinction mean for general $M \times N$ independence tests like Fisher exact, $\chi^2$ or $G$-test? Which makes more sense? What is the "negative" side in these ...
Daniel Mahler's user avatar
2 votes
1 answer
391 views

Which test to use: Chi-squared, Fisher's exact or some other?

I asked 200 survey participants the same sequence of eight multiple-choice questions with four answer options (A, B, C and D). Here are the results: All A's: 58 All B's: 1 All C's: 2 All D's: 0 ...
Remster's user avatar
  • 350
1 vote
1 answer
2k views

What is the right usage in Fisher test in R

So I have data in form (in real data I have more rows, of course so this is just a sample) ...
praseodyymi's user avatar
1 vote
0 answers
549 views

Statistical analysis, what test should I use?

I have categorical data collected from a questionnaire. It's mainly (Yes/No/Don't know) answers with the exception of the name of the software. I'm doing a security analysis on different kinds of ...
Coleslaw's user avatar
61 votes
2 answers
77k views

A/B tests: z-test vs t-test vs chi square vs fisher exact test

I'm trying to understand the reasoning by choosing a specific test approach when dealing with a simple A/B test - (i.e. two variations/groups with a binary respone (converted or not). As an example I ...
L Xandor's user avatar
  • 1,239
1 vote
1 answer
2k views

Fisher's exact test or chi-square test

I have a 2x4 table with nominal data (the columns are simply YES/NO, the rows are four categories) ...
Kay's user avatar
  • 9