I am performing a polychoric correlation to use in Principal Component Analysis. The data are mostly Likert scale (4 levels), with a sample size of 68. For some questions in the survey, there were only a few responses (1-4 out of 68) for certain numbers. I know for Chi-Square tests (ordinal or otherwise), you have to combine some cells together first when that happens (if the expected value will be less than 5). Do I also need to combine cells first for polychoric correlation?
Try PROC PRINQUAL
Thanks. My question is, do I need to worry that some cells only have a few values (like n=3 for "Strongly Agree") when I do polychoric correlation? With Chi-Square Tests, you have to be careful that the expected value for any cell doesn't go below 5. Does polychoric correlation have a similar requirement?
ANOVA, or Analysis Of Variance, is used to compare the averages or means of two or more populations to better understand how they differ. Watch this tutorial for more.
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