Survival Analysis with Python

ISBN-13: 9781032148267 / Angielski / Twarda / 2021 / 84 str.

Avishek Nag

Opis

Survival analysis uses statistics to calculate time to failure. The book takes a fresh look at this complex subject by explaining how to use the Python programming language to perform this type of analysis.

Spis treści

Chapter 1. IntroductionChapter 2. General Theory of Survival AnalysisChapter 3. Parametric ModelsChapter 4. Nonparametric ModelsChapter 5. Models with Covariates

O autorze

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.