随着 did 方法的拓展，许多实证研究将其拓展为多期 did，即实验组并非在同一时点遭受政策冲击。 但是，自 2019 年来，不少学者纷纷指出这种多期 did 有可能会产生有偏估计 (athey and. 双重差分法作为一种计量模型，其本身不解决内生性问题，双重差分法解决内生性问题，本质上仍然依赖于干预或政策冲击本身的外生性。 双重差分的形式 标准 did（standard did） 双重差.
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