Survival Analysis Methods for Clinical Research

Laura Antolini

English

-Main Topics

  • Review of basics in probability calculus: conditional probability, joint probability, total probability rule, product rule
  • Definition of survival time variabile and related time functions: incidence probability, survival probability, hazard rate
  • Features of survival data: censoring, truncation, competing risks, end-point definitions
  • Nonparametric estimation of time functions including competing risks
  • Nonparametric tests for the comparison of time functions including competing risks
  • Fully parametric regression model
  • Semi-parametric regression model

Assessment method: Written exam in Lab in Monza

  • standard classes: 19, 20, 26, 27 January from 16 to 18, online in my webex room https://unimib.webex.com/meet/laura.antolini
  • individual study and Quiz (first paragraph)

Survival Analysis Methods for Clinical Research

Laura Antolini

English

-Main Topics

  • Review of basics in probability calculus: conditional probability, joint probability, total probability rule, product rule
  • Definition of survival time variabile and related time functions: incidence probability, survival probability, hazard rate
  • Features of survival data: censoring, truncation, competing risks, end-point definitions
  • Nonparametric estimation of time functions including competing risks
  • Nonparametric tests for the comparison of time functions including competing risks
  • Fully parametric regression model
  • Semi-parametric regression model

Assessment method: Written exam in Lab in Monza

  • standard classes: 19, 20, 26, 27 January from 16 to 18, online in my webex room https://unimib.webex.com/meet/laura.antolini
  • individual study and Quiz (first paragraph)

Staff

    Teacher

  • Laura Antolini

Enrolment methods

Manual enrolments