Correlation will not detect between variables. significant relationships between variables nonlinear relationships parallel significance linear relationships Researchers should not think about regression analysis in terms of cause and effect. True False Virtually every statistical test (such as t test and F test) involves the computation of some critical statistic, and that statistic is used to determine the statistical significance of the findings. True False should be used when a researcher wants to compare the means of three, four, five, or more different groups. Analysis of variances (ANOVA) Comparison analysis Multiple regression Factor analysis