Dr Davide Pigoli


Applied Statistics


In Michaelmas term 2015 and Lent term 2016 I am teaching the Part III Applied Statistics course.

Bibliography



The third example class and the revision class are scheduled for May, 9th between 10am and 12pm in MR12 (DL.01) (Please note the change of time!).

Example sheet 3.

Previous example sheets: Example sheet 1, example sheet 2.


Data for the first practical: Birthweight data, Mussels data, Tumour growth data. Data for the second practical: Carbohydrate data. Data for the third practical: Concrete data.

Data for the fourth practical: Fibrin data. Data for the fifth practical: Plants data, birthweight data, simpson paradox data, catalyst data. Data for the sixth practical: Seeds data, insurance data, surgery data. Data for the seventh practical: Mortality data, traffic data.

Data for the ninth practical: Signature acceleration data, ozone data. Data for the tenth practical: Crimes data, Data for the eleventh practical: Biodiversity data, school data, Data for the twelfth practical: Epilepsy data, income data, growth data.



Text of the practicals: Practical 1, practical 2, practical 3, practical 4, practical 5, practical 6, practical 7, practical 8, practical 9, practical 10, practical 11, practical 12.

Solutions of the practicals: Practical 1, practical 2, practical 3, practical 4, practical 5, practical 6, practical 7, practical 8, practical 9, practical 10, practical 11, practical 12.

Lecture Notes:

Part I, part II, part III, part IV (generalized linear models), part V (overdispersion), part VI (nonparametric regression), part VII (generalized additive models), part VIII (mixed effects models).