Delicatessen: M-Estimation in Python

03/21/2022

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by   Paul N Zivich, et al.

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M-estimation is a general statistical approach that simplifies and unifies estimation in a variety of settings. Here, we introduce delicatessen, a Python library that automates the tedious calculations of M-estimation. To highlight the utility of delicatessen for data analyses in life science research, we provide several illustrations: linear regression robust to outliers, estimation of a dose-response curve, and standardization of results.