Course full name
Clinical Data Science: Analysis II - Advanced Statistics
Course ID number
2223-1002-3
Course Syllabus
Titolo
CLINICAL DATA SCIENCE: ANALYSIS II - ADVANCED STATISTICS
Docente(i)
- Aldo Solari
- Paola Rancoita
- Chiara Brombin
- Stefano Vezzoli
- Bernardo Nipoti
- Davide Bernasconi
- Laura Antolini
- Maria Grazia Valsecchi
- Paola Rebora
Lingua
English
Breve descrizione
COURSE OBJECTIVES
To develop statistical skills and knowledge for the analysis and interpretation of studies through advanced statistical methods used in clinical trials.
MAIN TOPICS
- Multiple testing – 2h - Aldo Solari
- Principles of regression and specific models for the analysis of binary and continuous data – 14 h - Paola Rancoita and Chiara Brombin
- Missing data – 2h - Stefano Vezzoli
- Bayesian Analysis – 8h - Bernardo Nipoti
- Introduction to R software - 16h - Davide Bernasconi (in presence)
- Survival analysis to be defined - 14h - Laura Antolini, Maria Grazia Valsecchi, Paola Rebora (in presence)
CFU / Ore
8/64
Periodo di erogazione
- May 18th (2h) 17.00-19.00 Solari - Streaming
- May 20th (2h) 17.00-19.00 Rancoita - Streaming
- May 21st (4h) 9.00-13.00 Rancoita - Streaming
- May 27th (2h) 17.00-19.00 Brombin - Streaming
- May 28th (4h) 9.00-13.00 Brombin - Streaming
- June 8th (2h) 17.00-19.00 Vezzoli - Streaming
- June 15th (2h) 17.00-19.00 Nipoti - Streaming
- June 17th (2h) 17.00-19.00 Nipoti - Streaming
- June 18th (4h) 9.00-13.00 Nipoti - Streaming
- June 27th (8h) 9.00-17.00 (in presence) Bernasconi
- June 28th (8h) 9.00-17.00 (in presence) Bernasconi
- June 29th (8h) 9.00-17.00 (in presence) Antolini
- June 30th (8h) 9.00-17.00 (in presence) Valsecchi
- July 1st (8h) 9.00-17.00 (in presence) Rebora
Title
CLINICAL DATA SCIENCE: ANALYSIS II - ADVANCED STATISTICS
Teacher(s)
- Aldo Solari
- Paola Rancoita
- Chiara Brombin
- Stefano Vezzoli
- Bernardo Nipoti
- Davide Bernasconi
- Laura Antolini
- Maria Grazia Valsecchi
- Paola Rebora
Language
English
Short description
COURSE OBJECTIVES
To develop statistical skills and knowledge for the analysis and interpretation of studies through advanced statistical methods used in clinical trials.
MAIN TOPICS
- Multiple testing – 2h - Aldo Solari
- Principles of regression and specific models for the analysis of binary and continuous data – 14 h - Paola Rancoita and Chiara Brombin
- Missing data – 2h - Stefano Vezzoli
- Bayesian Analysis – 8h - Bernardo Nipoti
- Introduction to R software - 16h - Davide Bernasconi (in presence)
- Survival analysis to be defined - 14h - Laura Antolini, Maria Grazia Valsecchi, Paola Rebora (in presence)
CFU / Hours
8/64
Teaching period
- May 18th (2h) 17.00-19.00 Solari - Streaming
- May 20th (2h) 17.00-19.00 Rancoita - Streaming
- May 21st (4h) 9.00-13.00 Rancoita - Streaming
- May 27th (2h) 17.00-19.00 Brombin - Streaming
- May 28th (4h) 9.00-13.00 Brombin - Streaming
- June 8th (2h) 17.00-19.00 Vezzoli - Streaming
- June 15th (2h) 17.00-19.00 Nipoti - Streaming
- June 17th (2h) 17.00-19.00 Nipoti - Streaming
- June 18th (4h) 9.00-13.00 Nipoti - Streaming
- June 27th (8h) 9.00-17.00 (in presence) Bernasconi
- June 28th (8h) 9.00-17.00 (in presence) Bernasconi
- June 29th (8h) 9.00-17.00 (in presence) Antolini
- June 30th (8h) 9.00-17.00 (in presence) Valsecchi
- July 1st (8h) 9.00-17.00 (in presence) Rebora