Logit or Logistic Regression/回归?

这个Blog里,我们回答以下几个问题:

  • 什么是Logistic regression(逻辑回归)?
  • 什么是Logit regression?
  • 什么情况下用Logitistic,什么情况下用Logit regression?
    • If y is binary (0 or 1) , then logistic regression should be used.
    • If y is proportional/percentage (a float between 0 and 1) , then logit regression should be used.

Now let’s see an example in action (Python).

(unfinished yet… need to paste jupyter content here)




Enjoy Reading This Article?

Here are some more articles you might like to read next:

  • AI赋能肿瘤基因诊断!黄宇博士深度解析:技术创新如何破解临床痛点 - 中国抗癌协会TBM医研企座谈会
  • Bayesian p-value/贝叶斯p-value
  • How to calculate the derivative of a matrix multiplication such as WHW
  • 贝叶斯统计 Statistical Rethinking v2 in Julia 讲解视频
  • 7 Julia correctness issues are now fixed.