if items are normally distributed, should you use a log transformation when to transform a set of scales why do we check that items in cfa are normally distributed should i check whether an item is normally distributed can you test for normality by transforming a questionnaire why do you need to check whether an item is normally distributed during cfa when to test for normality when to test for normality what test should you use to check if each item is normally distributed what to check before transforming a cfa when performing confirmatory factor analysis do you need to check whether items are normally distributed when do you have to check that an item is normally distributed when performing cfa should you check the distribution of each item why is it important to check that each subscale is normally distributed what is normal distribution test can you transform subscales how many items are normally distributed when to test for normality in cfa should you test for normality in confirmatory factor analysis when do you check whether an item is normally distributed?