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. Author manuscript; available in PMC: 2022 Apr 8.
Published in final edited form as: Ann Appl Stat. 2022 Mar 28;16(1):60–79. doi: 10.1214/21-aoas1476

Table 2.

Results of the simulation study under correct selection of γ and h. Each simulation scenario is described by μA (instrument strength, given by average level of engagement) and γ0 (extent of departure from exclusion restriction); further, results are shown under two different sample sizes (N =50 and N =200). Provided in the table for reference is the implied intention-to-treat effect, ΔITT. Depicted are the average point estimates, empirical standard error (ESE), the average large-sample-theory (LST) standard error for Δ^γ(1), the coverage probability, and power. Note that in all cases, Δγ (1) = −0.80.

N = 50 N = 200
μ A γ 0 ΔITT Est. ESE SE^ CP Power Est. ESE SE^ CP Power
0.25 0.00 −0.20 −0.858 1.223 1.155 0.968 0.063 −0.803 0.513 0.518 0.961 0.342
0.25 0.25 −0.35 −0.819 0.589 0.573 0.944 0.300 −0.803 0.286 0.285 0.946 0.815
0.25 0.50 −0.50 −0.803 0.411 0.390 0.933 0.536 −0.803 0.200 0.197 0.943 0.982
0.25 0.75 −0.65 −0.796 0.316 0.298 0.931 0.745 −0.798 0.154 0.151 0.945 1.000
0.25 1.00 −0.80 −0.806 0.252 0.245 0.939 0.900 −0.802 0.125 0.124 0.944 1.000
0.50 0.00 −0.40 −0.818 0.523 0.506 0.948 0.371 −0.802 0.252 0.249 0.95 0.899
0.50 0.25 −0.50 −0.808 0.397 0.390 0.944 0.545 −0.799 0.199 0.196 0.947 0.983
0.50 0.50 −0.60 −0.802 0.343 0.320 0.931 0.694 −0.801 0.167 0.162 0.943 0.998
0.50 0.75 −0.70 −0.803 0.288 0.275 0.937 0.817 −0.798 0.143 0.139 0.941 1.000
0.50 1.00 −0.80 −0.798 0.252 0.245 0.937 0.894 −0.801 0.124 0.124 0.948 1.000
0.75 0.00 −0.60 −0.800 0.344 0.338 0.943 0.663 −0.800 0.167 0.169 0.953 0.999
0.75 0.25 −0.65 −0.801 0.312 0.303 0.940 0.754 −0.801 0.154 0.153 0.95 1.000
0.75 0.50 −0.70 −0.804 0.288 0.276 0.936 0.822 −0.798 0.142 0.140 0.948 1.000
0.75 0.75 −0.75 −0.801 0.270 0.257 0.930 0.864 −0.796 0.132 0.130 0.949 1.000
0.75 1.00 −0.80 −0.800 0.252 0.244 0.941 0.898 −0.799 0.126 0.124 0.942 1.000