Stats Models :

Following resources helps to understand practicality in Stats Models.

Resources:

• Generalized Stats Models

• Sampling Distribution Mean

• Scipy.stats

• Think Stats book by Allen Downey

• Stat Methods

• Modern Statistics

• Blog on statistical Modeling

• AB testing

  • A/B tesing

• Sequential Probability ratio test

• Simple sequential testing

  • Early Stopping

OthersReading:

• Law of Total of Variance

• Power of Stats

• Getting Cofindence Interval:

  • Confidence interval for a median and other quantiles

    • Stack exchange discussion

• CLT on binomial

Credits:

Udacity