The maximum likelihood estimator for population average treatment effect is proved to be consistent, unbiased and asymptoticallynormal.
并且证明了在正态分布的假设下,该总体平均因果效应的极大似然估计是相合无偏且渐近正态的。
2
Under the normal distribution, the maximum likelihood estimator for the population parameter is proved to be unbiased and asymptoticallynormal.
证明了此统计量是渐近正态的,并利用蒙特卡罗方法对统计量的渐进分布做了统计模拟。
3
The maximum likelihood estimation (MLE) from an RSS sample is consistent an asymptoticallynormal and more efficient than its counterpart from an SRS sample.