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A test (typically of distribution, independence, or goodness of fit), for the family of distributions use [chi-squared-distribution].
3
votes
Simple Chi-Squared Impossible To Solve
This is more an extended comment than an answer, and anyway this is a stretch as there are certainly missing or confusing information in the instructions and answer key. However, one possibility is th …
3
votes
Accepted
Difference in amount of samples, does that affect my chi squared test?
It will affect the Chi-square test of independence, and in short, you should probably not do what you suggest.
You can test it for yourself, by making the number of observations repescado similar to …
1
vote
One-way Chi-Square goodness of fit and Cramér's V
Since your question in 2014, the information has been removed from the Wikipedia article. If you read the discussion page, the person who originally added this information mentions that they didn't ha …
0
votes
Problems in multiple Comparison after significant chi squared test
The sample size and the difference between each age category are both important enough that you get really tiny p-values. Under a certain point (2.22e-16), R assigns a value of 0 to p-values.
For inst …
6
votes
Which hypothesis test should I use?
As Peter Flom points out in comments, a chi-square test requires to use counts, not proportions (that is, in your code, you should set the normalize parameter to False, not True). The fact that you ha …
7
votes
Reconstructing an observed $2 \times 3$ contingency table
Maybe if you're lucky, but the problem is that there is no guarantee that a unique table satisfies these constraints.
I can't tell for analytical methods, but you could try numerical methods to find o …
3
votes
Accepted
Sample size issue
Your multiple choice question isn't a single question, but multiple "Yes/No" questions disguised in a single question. You don't have a sample of 1400 observations, you have a sample of 1000 observati …
3
votes
Accepted
Categorical data with expected frequencies in some categories lower than 5
Your expectation is that no one in your population of interest would choose the last three options, and instead would choose equally between the two first options. Obviously, this is not the case, as …
3
votes
Cramer's V for test of homogeneity
In comments, you say you intend to compare the distributions of two groups, and you want to know if "a larger Cramer's V [...] implies a stronger degree of differences detected between the two populat …
4
votes
1
answer
377
views
Academic reference on the "minimum of 5 expected counts per cell" rule of thumb for Chi-Squa...
I remember very clearly an academic paper that investigated thoroughly the "minimum of 5 expected counts per cell" rule of thumb when conducting a chi-square test on a contingency table. It explained …
3
votes
Accepted
Chi squared and Cramer's V as a measure of independence
I think your confusion comes from several things.
In the first place, your calculations are theoretically correct, but apply to a two-way contingency table. The rub here seems to be that it looks like …
3
votes
Accepted
How to find out which levels of a categorical variable are different comparing 2 groups?
A common approach is to look at the standardized residuals (a.k.a. Pearson residuals), or to the adjusted standardized residuals. See Donald Sharpe's paper "Chi-Square Test is Statistically Significan …
4
votes
Accepted
Chi-Square test - respondents may be assigned to multiple categories?
To give some context, the table comes from p.381 of "Nonsymmetric Correspondence Analysis: A Tool for Analysing Contingency Tables With a Dependence Structure" by Kroonenberg & Lombardo (1999) https:/ …
3
votes
Pearson chi2 tests of independence: differences between Scipy and Scikit-learn
This is not entirely a statistics question, and mainly a programming one. To answer the statistics aspect, this is very simple once you understand what sklearn is doing: the chi2 function performs a g …
3
votes
Correspondence analysis vs chi square
I see at least two problems with your approach: the data, and your interpretation of the correspondence analysis plot.
First, you shouldn't use a chi-square test like that with weighted data (NB: I as …