1. The variables that are important in assigning group membership are those which have a significant p-value. These variables are:
You like to travel abroad
You are more knowledgable about beer than others
Gender
Education
2. Null Hypothesis: There is homogeneity of variances in groups
3. We will use the box M statistic to test the assumption. As the p-value is significant, we will reject the null hypothesis. Hence, the assumption is not met.
4. Eigenvalue tells us the variance explained by the particular factor out of the total variance by all the factors. It tells us that 14% of variance is explained by this factor.
5. Wilk Lambda is the measure of the variation not explained by the independent variable. As lamba = 0.877, we can say that 87.7% variation is not explained. Hence, the dataset does not explain more than 50% of the variation.
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Wilks' Lambda 0.297 1.09 0.208 0.352 0.997 0.999 0.999 0.999 0.984 0.997 0.923 0.999 0.999 0.988 0.982 You adapt to new situations easily You make friends easily You do not like to be tied to...
tests of equality of group means.
1. which one of the above variables are significantly
important in assigning group memebership within discriminant
anaylisis ?
2.
3.
4.
5.
Wilks' Lambda 1.09 0.997 0.999 0.999 0.649 0.553 0.595 0.026 You adapt to new situations easily You make friends easily You do not like to be tied to someone else's timetable You often like to take chances 0.352 0.283 5.006 0,984 0.997 0.000 0.667 0.634 0.048 0.017 You are more knowledgeable about...
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red Canoeical Discriminant Function Coefficients Function You adapt to new situtions easily You make friends easil You do not like to be tied to someone else's timctable You often like to lake chances You like to travel abroad You often eat ethnic foods You are more knowledgcable about beer than others 0.381 0.139 0,038 041 Income Gender 6. Which variable contributes most in explain group membership? Raw Scores 0.656 0.378 0.163 0.019 0.105 Constant You adapt...