Course full name
Survival Analysis Methods for Clinical Research
Course ID number
2526-1-129R001-BIO.21
Course Syllabus
Titolo
Survival Analysis Methods for Clinical Research
Docente(i)
Laura Antolini
Lingua
English
Breve descrizione
-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
CFU / Ore
1 / 8
Periodo di erogazione
- 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)
Title
Survival Analysis Methods for Clinical Research
Teacher(s)
Laura Antolini
Language
English
Short description
-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
CFU / Hours
1 / 8
Teaching period
- 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)