Difference between revisions of "ANLY482 AY2016-17 T2 Group21 : Finals"
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== Survival Analysis == | == Survival Analysis == | ||
| + | Due to the censored demand identified during our exploratory analysis, using survival analysis provides a way for us to handle such hidden values. | ||
| + | Survival analysis will be performed using the JMP built-in survival functions. We will be using two features: | ||
| + | Basic survival function | ||
| + | Applies Kaplan-Meier estimator to account for censored values | ||
| + | (Cox) proportional hazards fit | ||
| + | Fits a linear model between predictors (explanatory variables) and the hazard function. | ||
| + | Parameters estimates show how predictors affect the hazard function. | ||
Revision as of 17:20, 23 April 2017
| Exploratory | Mid-Term | Finals |
|---|
Finals
Survival Analysis
Due to the censored demand identified during our exploratory analysis, using survival analysis provides a way for us to handle such hidden values. Survival analysis will be performed using the JMP built-in survival functions. We will be using two features: Basic survival function Applies Kaplan-Meier estimator to account for censored values
(Cox) proportional hazards fit
Fits a linear model between predictors (explanatory variables) and the hazard function. Parameters estimates show how predictors affect the hazard function.
