1st Edition

Survival Analysis with Python

By Avishek Nag Copyright 2022
94 Pages 88 B/W Illustrations
by Auerbach Publications

94 Pages 88 B/W Illustrations
by Auerbach Publications

94 Pages 88 B/W Illustrations
by Auerbach Publications

Survival analysis uses statistics to calculate time to failure . Survival Analysis with Python takes a fresh look at this complex subject by explaining how to use the Python programming language to perform this type of analysis. As the subject itself is very mathematical and full of expressions and formulations, the book provides detailed explanations and examines practical implications. The... Read more

Chapter 1. Introduction
Chapter 2. General Theory of Survival Analysis
Chapter 3. Parametric Models
Chapter 4. Nonparametric Models
Chapter 5. Models with Covariates

Biography

Avishek Nag has a Masters of Technology Degree in data analytics and machine learning from Birla Institute of Technology and Science, Pilani, India. He has more than 15 years of experience in Software Development and Architecting Systems. He also has professional experience in data science and machine learning, Java, Python, Big Data, including Spark and MongoDB. He has worked at VMWare, Cisco, Mobile Iron, and Computer Science Corporation (now called DXC). He is also the author of the book Pragmatic Machine Learning with Python, which is recommended in the ACM Education Digital Library.