2022 Biostatistics II 4FH087
Week I – Linear regression (February 21- February 25)
Day Morning 9:00-12:00 Afternoon 13:00-16:00
Monday Feb 21 Roll call
Review of basic statistical concepts (NO)
Supervised lab (DA)
Tuesday Feb 22
Univariable model categorical predictor
(HS) Unsupervised lab
Wednesday Feb 23 Univariable model quantitative predictor
(HS)
Supervised lab (FA)
Thursday Feb 24
Multivariable linear model and its assumptions (HS)
Unsupervised lab
Friday Feb 25 Independent study Independent study
Week II – Logistic regression (February 28 - March 4)
Day Morning 9:00-12:00 Afternoon 13:00-16:00
Monday March 1 Weekly review Group I
Introduction to logistic regression (VA) Supervised lab (DA)
Tuesday March 2 Univariable model categorical predictor
(VA) Unsupervised lab
Wednesday March 3
Univariable model quantitative predictor
(VA) Supervised lab (FA)
Thursday March 4
Multivariable logistic model (VA) Unsupervised lab
Friday March 5 Independent study Independent study
Week III – Dose-response analysis and Interaction analysis (March 7 -March 11)
Day Morning 9:00-12:00 Afternoon 13:00-16:00
Monday March 8
Weekly review Group II
Complex modelling issues (NO) Supervised lab (DA)
Tuesday March 9 Dose-response analysis (NO)
Unsupervised lab
Wednesday March 10 Interaction analysis (NO)
Supervised lab (FA)
Thursday March 11
Home assignment
Home assignment
Friday March 12 Independent study Independent study
Week IV – Survival analysis (March 14-March 18)
Day Morning 9:00-12:00 Afternoon 13:00-16:00
Monday March 15
Weekly review Group III
Roll call
Introduction to survival analysis (NO)
Supervised lab (DA)
Tuesday March 16
Kaplan-Meier method (NO) Unsupervised lab
Wednesday March 17 Parametric survival model (ER) Supervised lab (FA) Thursday March 18 Cox regression model (ER) Unsupervised lab
Friday March 19 Independent study Independent study
Week V – Survival analysis (March 21-March 25)
Day Morning 9:00-12:00 Afternoon 13:00-16:00
Monday March 22 Weekly review Group IV
Cox regression model (NO) Supervised lab (DA)
Tuesday March 23 Final review (NO) Independent study
Wednesday March 24 Independent study Independent study
Thursday March 25 Independent study Independent study
Friday March 26 Final exam
A red cell indicates compulsory attendance in class.
Instructors
NO – Nicola Orsini, GPH, KI FA - Filip Andersson, GPH, KI HS - Hugo Sjöqvist, GPH, KI VA – Viktor Ahlqvist, GPH, KI
DA – Diego Yacaman-Mendez, GPH, KI Course Director
Orsini Nicola, Senior Researcher, Associate Professor of Medical Statistics, GPH, KI Acronyms
GPH – Department of Global Public Health KI – Karolinska Institutet