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Delicatessen: M-Estimation in Python

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اقرأ أكثر حفظ في قائمتي
  • معلومة اضافية
    • الموضوع:
      2022
    • Collection:
      Statistics
    • نبذة مختصرة :
      M-estimation is a general statistical framework that simplifies estimation. Here, we introduce delicatessen, a Python library that automates the tedious calculations of M-estimation, and supports both built-in user-specified estimating equations. To highlight the utility of delicatessen for quantitative data analysis, we provide several illustrations common to life science research: linear regression robust to outliers, estimation of a dose-response curve, and standardization of results.
      Comment: 1 figure
    • الرقم المعرف:
      edsarx.2203.11300