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This video tutorial explains the log rank test, which is used in survival time analysis to compare the distribution of time to occurrence of an event between two or more independent samples. The test analyzes if there is a difference between different groups, such as materials used for dental fillings. The formulas used in the test are from the book "Survival Analysis" by David G Kleinbaum and Mitchell Klein. The tutorial breaks down the concepts of distribution, time until an event occurs, and independent samples to provide a comprehensive understanding of the log rank test.