Repeated random sample splits in a two-stage model asymptotically produce the same estimates as solving one stacked estimating equation on the full data set.
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Sample Splitting as an M-Estimator with Application to Physical Activity Scoring
Repeated random sample splits in a two-stage model asymptotically produce the same estimates as solving one stacked estimating equation on the full data set.