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Capturing correctly: A reanalysis of the indirect capture–recapture methods in the Peruvian Truth and Reconciliation Commission

机译:正确捕获:秘鲁真理与和解委员会间接捕获 - 重新捕获方法的重新分析

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The Truth and Reconciliation Commission (TRC) in Peru is usually cited as an example of how capture–recapture methods can help improve our understanding of mass violence from incomplete observed data. Using 25,000 documented death records, the TRC estimated a total of 69,000 killings, and that the Shining Path was the main perpetrator, in contrast with the raw data where the Peruvian State appears to be responsible for the most killings. One feature not often noticed is that the TRC applied an unusual indirect procedure, combining data on different perpetrators and lumping together missing perpetrator data in one group. I show that direct estimations with strict stratification by perpetrator and accounting for missing data do not support the results of the TRC’s indirect approach. I estimate a total of 48,000 killings, substantially lower than the TRC estimate, and the Peruvian State accounts for a significantly larger share than the Shining Path. Rather than an example of correcting biases in the observed data through capture–recapture methods, the TRC actually introduced further distortion.
机译:秘鲁的真实性和和解委员会(TRC)通常被引用作为捕获重新捕获方法如何有助于提高我们对不完整的数据的理解。使用25,000名记录的死亡记录,TRC估计总共69,000次杀戮,并且闪耀的路径是主要的肇事者,与秘鲁国家似乎负责最多的杀戮的原始数据相比。不经常注意到的一个功能是TRC应用了一个不寻常的间接过程,将数据组合在不同的肇事者上并在一个组中丢失犯下犯罪者数据。我表明,通过犯罪者严格分层的直接估计和缺失数据的核算不支持TRC间接方法的结果。我估计总共48,000次杀戮,大大低于TRC估计,秘鲁国占比闪耀路径明显更大的份额。通过捕获重新捕获方法而不是校正观察数据中偏差的偏差的示例,而是TRC实际引入了进一步的失真。

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