1-What do you consider to be the difference between independent

1-What do you consider to be the difference between independent t-test and dependent t-test?

2-What non-parametric statistical analysis can you use if the data do not meet the assumptions of parametric analysis.

3-When do you use ANOVA? 

4-If you cannot identify where the differences occur in groups,  What statistical procedure  can you apply?