logistic regression using python from categorical data

 

Logistic Regression in Python - A Step-by-Step Guide | Nick McCullum

logistic regression from categorical features using python

 https://towardsdatascience.com/building-a-logistic-regression-in-python-step-by-step-becd4d56c9c8

An interesting statistics book

 

https://mc-stan.org/docs/2_20/stan-users-guide/zero-inflated-section.html

mcmc simulation , what is it?

 

https://towardsdatascience.com/markov-chain-monte-carlo-291d8a5975ae#:~:text=Intermediate%3A%20MCMC%20is%20a%20method,%C2%B9

statistical simulation , what is it ?

 

https://stattrek.com/experiments/simulation.aspx

https://magoosh.com/statistics/simulation-statistics-explained/#:~:text=Simulation%20statistics%20is%20using%20artificially,data%20to%20test%20them%20out.

python books

 

编写高质量Python代码的59个有效方法

https://edu.heibai.org/Effective+Python.%E7%BC%96%E5%86%99%E9%AB%98%E8%B4%A8%E9%87%8FPython%E4%BB%A3%E7%A0%81%E7%9A%8459%E4%B8%AA%E6%9C%89%E6%95%88%E6%96%B9%E6%B3%95.Brett+Slatkin.pdf

编写高质量代码改善 Python 程序的 91 个建议

https://l1nwatch.gitbook.io/writing_solid_python_code_gitbook/

Cox regression and sas phreg

 https://www.statisticshowto.com/cox-regression-model/

https://web.stanford.edu/~kcobb/stats210/lab10.pdf