Suppose you wished to determine physical health and you measure the following variables - isoinertial muscular strength, aerobic capacity, peak expiratory flow, static muscular strength, muscular endurance and haematocrit.  Before conducting a principal component analysis or a factor analysis, what would you look to do first?

A. Run paired samples t-tests between each variable.
B. Run a one-way repeated-measures ANOVA’ between the variables.
C. Run a series of correlations (correlation matrix) between each variable.
D. Run a Kolmogorov–Smirnov test between each variable.


Answer: C

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