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. Author manuscript; available in PMC: 2014 Feb 26.
Published in final edited form as: Stat Med. 2013 Jun 3;32(27):4726–4747. doi: 10.1002/sim.5871

Table A.2.

Population log odds ratio (PLOR) and IV estimand compared to two-stage estimate of log odds ratio for unit increase in risk factor from model of confounded association with IV–covariate interaction (α3), risk factor–covariate interaction (β3), and skewed distribution of risk factor (ψ) (Scenario 4). Median estimates across 250 000 simulations

α3 = 0 α3 = −0.1 α3 = +0.1

β3 = 0 −0.2 +0.2 0 −0.2 +0.2 0 −0.2 +0.2
No skew: ψ = 1 β2 = −0.6 PLOR 0.393 0.421 0.364 0.412 0.497 0.300 0.377 0.350 0.432
IV estimand 0.392 0.420 0.364 0.412 0.496 0.298 0.376 0.349 0.431
Two-stage method 0.389 0.421 0.371 0.389 0.422 0.370 0.390 0.419 0.372

β2 = −0.2 PLOR 0.392 0.380 0.399 0.378 0.424 0.311 0.412 0.338 0.491
IV estimand 0.392 0.378 0.400 0.377 0.424 0.310 0.412 0.337 0.491
Two-stage method 0.389 0.385 0.395 0.390 0.387 0.396 0.389 0.383 0.393

β2 = 0 PLOR 0.386 0.355 0.406 0.356 0.386 0.310 0.423 0.327 0.502
IV estimand 0.387 0.354 0.406 0.354 0.385 0.310 0.422 0.326 0.502
Two-stage method 0.383 0.363 0.396 0.384 0.365 0.398 0.382 0.361 0.393

β2 = 0.2 PLOR 0.376 0.329 0.404 0.330 0.349 0.305 0.424 0.313 0.501
IV estimand 0.377 0.329 0.404 0.332 0.348 0.305 0.423 0.313 0.502
Two-stage method 0.372 0.339 0.389 0.373 0.341 0.392 0.371 0.337 0.386

β2 = 0.6 PLOR 0.345 0.280 0.380 0.287 0.281 0.287 0.403 0.279 0.473
IV estimand 0.346 0.280 0.382 0.288 0.281> 0.286 0.403 0.280 0.472
Two-stage method 0.340 0.291 0.362 0.342 0.293 0.366 0.339 0.290 0.359

Positive skew: ψ = 1.5 β2 = −0.6 PLOR 0.390 0.417 0.362 0.411 0.492 0.299 0.377 0.347 0.429
IV estimand 0.393 0.421 0.364 0.412 0.496 0.298 0.377 0.349 0.431
Two-stage method 0.388 0.418 0.369 0.388 0.419 0.368 0.388 0.416 0.369

β2 = −0.2 PLOR 0.391 0.377 0.397 0.374 0.422 0.309 0.411 0.336 0.488
IV estimand 0.392 0.378 0.401 0.376 0.423 0.311 0.412 0.337 0.492
Two-stage method 0.388 0.383 0.393 0.388 0.385 0.394 0.388 0.381 0.392

β2 = 0 PLOR 0.385 0.352 0.405 0.355 0.384 0.310 0.421 0.326 0.501
IV estimand 0.387 0.354 0.407 0.354 0.385 0.311 0.421 0.327 0.502
Two-stage method 0.382 0.361 0.395 0.383 0.364 0.397 0.381 0.359 0.392

β2 = 0.2 PLOR 0.376 0.329 0.404 0.332 0.348 0.306 0.422 0.312 0.500
IV estimand 0.377 0.329 0.404 0.331 0.348 0.306 0.423 0.313 0.502
Two-stage method 0.371 0.338 0.389 0.372 0.340 0.392 0.370 0.336 0.386

β2 = 0.6 PLOR 0.345 0.279 0.380 0.289 0.282 0.287 0.403 0.281 0.472
IV estimand 0.345 0.279 0.381 0.287 0.281 0.288 0.402 0.280 0.473
Two-stage method 0.340 0.291 0.362 0.342 0.293 0.366 0.338 0.289 0.359

Negative skew: ψ = 1.5−1 β2 = −0.6 PLOR 0.394 0.422 0.366 0.413 0.499 0.298 0.377 0.350 0.434
IV estimand 0.392 0.420 0.364 0.412 0.496 0.299 0.376 0.349 0.432
Two-stage method 0.390 0.423 0.373 0.390 0.425 0.372 0.391 0.422 0.374

β2 = −0.2 PLOR 0.394 0.380 0.403 0.377 0.425 0.312 0.415 0.338 0.493
IV estimand 0.392 0.378 0.401 0.377 0.423 0.310 0.412 0.337 0.492
Two-stage method 0.390 0.387 0.397 0.391 0.389 0.398 0.390 0.385 0.395

β2 = 0 PLOR 0.388 0.354 0.409 0.355 0.385 0.311 0.425 0.327 0.506
IV estimand 0.386 0.354 0.405 0.355 0.385 0.309 0.422 0.326 0.504
Two-stage method 0.384 0.364 0.397 0.385 0.366 0.399 0.383 0.362 0.394

β2 = 0.2 PLOR 0.378 0.328 0.406 0.332 0.350 0.304 0.426 0.315 0.503
IV estimand 0.377 0.328 0.404 0.331 0.349 0.307 0.422 0.312 0.501
Two-stage method 0.373 0.340 0.390 0.374 0.342 0.393 0.371 0.338 0.387

β2 = 0.6 PLOR 0.345 0.280 0.381 0.289 0.282 0.288 0.403 0.280 0.473
IV estimand 0.346 0.280 0.381 0.289 0.281 0.288 0.403 0.280 0.472
Two-stage method 0.341 0.292 0.362 0.343 0.293 0.366 0.339 0.290 0.359