Table 1.
Empirical Power by dependency, sample size, and population values of a, b, and c’.
n | a, b, and c’ | Baseline - no lag for M and Y |
Unmodeled lag for M and Y |
Modeled lag for M and Y |
||||
---|---|---|---|---|---|---|---|---|
Lagged coefficient=0 |
Lagged coefficient=.3 |
Lagged coefficient=.5 |
Lagged coefficient=.8 |
Lagged coefficient=.3 |
Lagged coefficient=.5 |
Lagged coefficient=.8 |
||
4 | Large, large, zero | 0.21 | 0.11 | 0.12 | 0.14 | 0.37 | 0.41 | 0.40 |
Large, large, large | 0.22 | 0.16 | 0.11 | 0.12 | 0.41 | 0.45 | 0.37 | |
Very large, very large, zero | 0.29 | 0.18 | 0.20 | 0.17 | 0.49 | 0.45 | 0.47 | |
6 | Large, large, zero | 0.10 | 0.05 | 0.06 | 0.06 | 0.14 | 0.12 | 0.11 |
Large, large, large | 0.11 | 0.08 | 0.07 | 0.07 | 0.15 | 0.14 | 0.13 | |
Very large, very large, zero | 0.23 | 0.12 | 0.11 | 0.09 | 0.26 | 0.29 | 0.26 | |
8 | Large, large, zero | 0.09 | 0.08 | 0.08 | 0.08 | 0.12 | 0.10 | 0.12 |
Large, large, large | 0.09 | 0.07 | 0.05 | 0.07 | 0.12 | 0.09 | 0.11 | |
Very large, very large, zero | 0.26 | 0.17 | 0.12 | .10 | 0.28 | 0.25 | 0.27 | |
10 | Large, large, zero | 0.10 | 0.08 | 0.06 | 0.06 | 0.11 | 0.10 | 0.12 |
Large, large, large | 0.11 | 0.09 | 0.04 | 0.09 | 0.12 | 0.13 | 0.12 | |
Very large, very large, zero | 0.34 | 0.19 | 0.14 | 0.09 | 0.30 | 0.28 | 0.31 | |
12 | Large, large, zero | 0.11 | 0.08 | 0.08 | 0.08 | 0.10 | 0.14 | 0.09 |
Large, large, large | 0.09 | 0.12 | 0.08 | 0.06 | 0.12 | 0.13 | 0.12 | |
Very large, very large, zero | 0.38 | 0.22 | 0.17 | 0.09 | 0.32 | 0.34 | 0.33 | |
16 | Large, large, zero | 0.18 | 0.11 | 0.09 | 0.05 | 0.14 | 0.15 | 0.13 |
Large, large, large | 0.16 | 0.09 | 0.07 | 0.06 | 0.15 | 0.18 | 0.15 | |
Very large, very large, zero | 0.54 | 0.29 | 0.15 | 0.09 | 0.43 | 0.44 | 0.48 | |
20 | Large, large, zero | 0.24 | 0.12 | 0.09 | 0.06 | 0.19 | 0.21 | 0.22 |
Large, large, large | 0.21 | 0.15 | 0.10 | 0.05 | 0.23 | 0.18 | 0.19 | |
Very large, very large, zero | 0.59 | 0.40 | 0.18 | 0.10 | 0.55 | 0.54 | 0.53 | |
40 | Large, large, zero | 0.47 | 0.28 | 0.14 | 0.08 | 0.44 | 0.42 | 0.42 |
Large, large, large | 0.44 | 0.21 | 0.16 | 0.07 | 0.42 | 0.47 | 0.44 | |
Very large, very large, zero | 0.89 | 0.59 | 0.31 | 0.08 | 0.82 | 0.82 | 0.82 | |
50 | Large, large, zero | 0.54 | 0.28 | 0.19 | 0.08 | 0.53 | 0.56 | 0.51 |
Large, large, large | 0.56 | 0.31 | 0.17 | 0.09 | 0.53 | 0.50 | 0.52 | |
Very large, very large, zero | 0.95 | 0.66 | 0.36 | 0.10 | 0.88 | 0.89 | 0.88 | |
100 | Large, large, zero | 0.85 | 0.49 | 0.29 | 0.07 | 0.82 | 0.81 | 0.84 |
Large, large, large | 0.83 | 0.53 | 0.26 | 0.09 | 0.80 | 0.81 | 0.79 | |
Very large, very large, zero | 1.00 | 0.91 | 0.56 | 0.12 | 0.99 | 1.00 | 0.27 |
Note: For a, b, and c’, large = .59, very large = 1.00. Column 1 (ρ1 = 0) refers to a baseline condition with no dependency. Columns 2–7 refer to conditions where dependency was induced via lagged coefficients of equal value for M and Y. The lagged M and Y variables were not modeled in columns 2–4 and were modeled in columns 5–7.