Udemy - Survival Analysis in R torrent

Survival Analysis in R



MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 48 lectures (3h 55m) | Size: 1.82 GB
Use R to master survival analysis, duration analysis, event time analysis or reliability analysis
What you'll 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

Requirements
Required programs: R and RStudio
Basic R skills
Interest in survival analysis

Description
Survival Analysis is a sub discipline of statistics. It actually has several names. In some fields it is called event-time analysis, reliability analysis or duration analysis. R is one of the main tools to perform this sort of analysis thanks to the survival package.

In this course you will learn how to use R to perform survival analysis. To check out the course content it is recommended to take a look at the course curriculum. There are also videos available for free preview.