P-Values and Significance Levels
Definitions:                       Observe          Hypothesize
MI Does Make a Difference         0+           H+
MI Does Not Make a Difference       0-           H-
P-Value:      P (O+/H-)    --  false-positive rate, often .05 or .01
             --  aka Type 1 or alpha error
Beta:           P (0-/H+)     --  false negative probability; for given n,
                  lower alpha error rate => higher beta
Sensitivity:  P (0+/H+)    --  true-positive rate, 1-beta or “power”
Specificity:  P (O-/H-)     --  true-negative rate