Survival Analysis: Where, Why, What and How?
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Date
2022-01
Journal Title
Journal ISSN
Volume Title
Publisher
Indian Academy of Pediatrics
Abstract
Durations of any event, such as duration of hospitalization, is usually found to have a highly skewed distribution and incomplete values due to dropouts and limited follow-up. The usual methods of statistical analysis are, therefore, not applicable. The method of survival analysis is a nonparametric method and is designed to overcome these problems. Survival is a generic term and is used for any time-toevent data. The entire survival pattern at different points in time is studied by the Kaplan-Meier method under certain conditions. Logrank method is used to compare survival pattern in two or more groups. Hazard is the rate of occurrence of an event per unit of time and studied by Cox method. The concept of survival and all these methods of survival analysis are briefly discussed in this short note in a non-mathematical format for medical audience.
Description
Keywords
Hazard rate, Kaplan-Meier method, Log-rank test
Citation
Indrayan Abhaya, Tripathi Chandra Bhushan. Survival Analysis: Where, Why, What and How?. Indian Pediatrics. 2022 Jan; 59(1): 74-79