How Long to Read Survival Analysis

How Long Does it Take to Read Survival Analysis?

It takes the average reader 5 hours and 59 minutes to read Survival Analysis by H J Vaman

Assuming a reading speed of 250 words per minute. Learn more

Description

Survival analysis generally deals with analysis of data arising from clinical trials. Censoring, truncation, and missing data create analytical challenges and the statistical methods and inference require novel and different approaches for analysis. Statistical properties, essentially asymptotic ones, of the estimators and tests are aptly handled in the counting process framework which is drawn from the larger arm of stochastic calculus. With explosion of data generation during the past two decades, survival data has also enlarged assuming a gigantic size. Most statistical methods developed before the millennium were based on a linear approach even in the face of complex nature of survival data. Nonparametric nonlinear methods are best envisaged in the Machine Learning school. This book attempts to cover all these aspects in a concise way. Survival Analysis offers an integrated blend of statistical methods and machine learning useful in analysis of survival data. The purpose of the offering is to give an exposure to the machine learning trends for lifetime data analysis. Features: Classical survival analysis techniques for estimating statistical functional and hypotheses testing Regression methods covering the popular Cox relative risk regression model, Aalen’s additive hazards model, etc. Information criteria to facilitate model selection including Akaike, Bayes, and Focused Penalized methods Survival trees and ensemble techniques of bagging, boosting, and random survival forests A brief exposure of neural networks for survival data R program illustration throughout the book

How long is Survival Analysis?

Survival Analysis by H J Vaman is 348 pages long, and a total of 89,784 words.

This makes it 117% the length of the average book. It also has 110% more words than the average book.

How Long Does it Take to Read Survival Analysis Aloud?

The average oral reading speed is 183 words per minute. This means it takes 8 hours and 10 minutes to read Survival Analysis aloud.

What Reading Level is Survival Analysis?

Survival Analysis is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Survival Analysis?

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