A lambda function is a anonymous function which can only have one expression. 

Basic definition

A lambda function that takes three argument a, b, c and multiply them can be written as

Cox proportional hazard model and its applications

In this blog, we will summarize some key differences between Python 3 and Python 2.

The textbook confidence interval for binomial trial is given by

\(CI=\hat{p}\pm \sqrt{\frac{\hat{p}(1-\hat{p})}{\tilde{n}}}\)
It is widely recognizedthat the actual coverage probability of the standard interval is poor for p near 0 or 1.Below are some alternatives that give a much better confidence bands

In this blog, we will use some real example to illustrate the factory design pattern using python

In Python, when you use = to assign an object to a variable, it will simply point the new variable towards the existing object. 

The difference between shallow and deep copying is only relevant for compound objects (objects that contain other objects, like lists or class instances):

In this blog, we will explore some commonly used heavy tail distributions.

In this blog, we will explain how to use index in Panda dataframe

Cross validation (CV) is a technique to test the effectiveness of a statistical model. To perform CV we need to keep aside a sample/portion of the data on which is do not use to train the model, later us this sample for testing/validating. Below are the few common techniques used for CV.