TABLE 2.
Median and IQR (in parentheses) of relative efficiency when the true correlation model is NEX. Parameter specifications: number of clusters , WP‐ICC is 0.05, and the CAC is 0.5
Working |
|
CV | No within‐cluster | Within‐cluster | Within‐cluster | Within‐cluster | |
---|---|---|---|---|---|---|---|
correlation | imbalance | imbalance pattern 1 | imbalance pattern 2 | imbalance pattern 4 | |||
NEX | 3 | 0.25 | 0.988 (0.985, 0.991) | 0.986 (0.974, 0.996) | 0.964 (0.953, 0.975) | 0.963 (0.951, 0.975) | |
0.75 | 0.901 (0.880, 0.919) | 0.888 (0.833, 0.930) | 0.864 (0.816, 0.905) | 0.862 (0.815, 0.905) | |||
1.25 | 0.762 (0.724, 0.796) | 0.726 (0.648, 0.796) | 0.716 (0.640, 0.786) | 0.703 (0.622, 0.779) | |||
5 | 0.25 | 0.988 (0.986, 0.991) | 0.986 (0.977, 0.995) | 0.958 (0.949, 0.966) | 0.959 (0.949, 0.967) | ||
0.75 | 0.903 (0.882, 0.920) | 0.888 (0.849, 0.923) | 0.865 (0.824, 0.898) | 0.864 (0.820, 0.905) | |||
1.25 | 0.765 (0.730, 0.798) | 0.725 (0.659, 0.785) | 0.705 (0.639, 0.765) | 0.708 (0.647, 0.773) | |||
13 | 0.25 | 0.989 (0.986, 0.991) | 0.985 (0.981, 0.988) | 0.975 (0.971, 0.978) | 0.977 (0.972, 0.980) | ||
0.75 | 0.905 (0.886, 0.922) | 0.878 (0.851, 0.902) | 0.868 (0.841, 0.889) | 0.872 (0.847, 0.895) | |||
1.25 | 0.770 (0.735, 0.802) | 0.703 (0.661, 0.744) | 0.697 (0.653, 0.741) | 0.696 (0.655, 0.741) | |||
IND | 3 | 0.25 | 0.955 (0.945, 0.964) | 0.958 (0.942, 0.972) | 0.878 (0.863, 0.892) | 0.880 (0.865, 0.896) | |
0.75 | 0.721 (0.673, 0.763) | 0.767 (0.696, 0.831) | 0.693 (0.629, 0.756) | 0.700 (0.643, 0.756) | |||
1.25 | 0.501 (0.440, 0.560) | 0.591 (0.508, 0.659) | 0.532 (0.464, 0.611) | 0.523 (0.453, 0.604) | |||
5 | 0.25 | 0.954 (0.937, 0.972) | 0.971 (0.944, 0.994) | 0.899 (0.878, 0.919) | 0.903 (0.881, 0.928) | ||
0.75 | 0.722 (0.656, 0.776) | 0.818 (0.751, 0.887) | 0.760 (0.696, 0.816) | 0.760 (0.689, 0.824) | |||
1.25 | 0.502 (0.430, 0.564) | 0.639 (0.554, 0.725) | 0.593 (0.513, 0.671) | 0.593 (0.505, 0.681) | |||
13 | 0.25 | 0.953 (0.927, 0.978) | 0.987 (0.973, 1.000) | 0.975 (0.961, 0.988) | 0.973 (0.957, 0.989) | ||
0.75 | 0.714 (0.641, 0.783) | 0.909 (0.866, 0.945) | 0.891 (0.847, 0.928) | 0.891 (0.851, 0.928) | |||
1.25 | 0.492 (0.416, 0.573) | 0.778 (0.714, 0.839) | 0.770 (0.694, 0.832) | 0.770 (0.700, 0.825) |