Survival Analysis in R
Use R to master survival analysis, duration analysis, event time analysis or reliability analysis.
4.40 (452 reviews)
2,249
students
4 hours
content
Apr 2019
last update
$64.99
regular price
What you will learn
The general concepts of survival analysis
How to use R for survival analysis
Identify the best packages for survival data
The best data structure of a survival dataset and how to clean it
Visualizing survival models with different charting tools: ggplot2, ggfortify, R Base
Kaplan-Meier estimator
Logrank test
Cox proportional hazards model
Parametric models
Survival trees
Missing data imputation
Outlier detection
Date and time data handling with lubridate
Related Topics
2264002
udemy ID
3/10/2019
course created date
11/22/2019
course indexed date
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