If the Chi-square test shows a .01 probability for the null hypothesis, the conclusion would be that you would get these results only 10 times in a hundred occasions if the null hypothesis were true.

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If the Chi-square test shows a .01 probability for the null hypothesis, the conclusion would be that there is less than a 1% chance of obtaining the observed results if the null hypothesis were true. It does not mean that you would get these results only 10 times in a hundred occasions if the null hypothesis were true.

If the Chi-Square Test Shows a