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Courses and Requirements

Please note that the study program may be subject to minor changes.
Lessons start at the beginning of September.
Attendance is mandatory. You cannot attend the program by distance learning.


First year - a.y. 2017-18

  • You have to attend and pass all courses 
 
SEMESTER COURSE TITLEHOURSPROFESSOR
1INTRODUCTION TO STATISTICS12I. Antoniano Villalobos
1INTRODUCTION TO REAL ANALYSIS II30L. Grenié
1
INTRODUCTION TO REAL ANALYSIS I
30
S. Fukuda
1ADVANCED DATA ANALYSIS I24R. Piccarreta
1PROBABILITY I24S. Fortini
1PROBABILITY II24A. Lijoi
2STATISTICAL THEORY I30P. Veronese
2STATISTICAL THEORY II30E. Melilli
2ADVANCED DATA  ANALYSIS II
24M. Bonetti
2BAYESIAN STATISTICAL THEORY I24A. Lijoi
2BAYESIAN STATISTICAL THEORY II24S. Petrone
2STOCHASTIC PROCESSES I24S. Fortini
2APPLIED REGRESSION24A. Pievatolo


Second year 

  • Students have to attend and pass all compulsory courses and 5 elective courses. At least 3 of the elective courses should be chosen among those offered by the PhD in Statistics

The courses listed below refer to the a.y. 2017-18; the 2018-19 study program may be subject to changes; activation of electives depends on choices made by students. 

SEMESTERCOURSE TITLE HOURSPROFESSOR
1BAYESIAN NON-PARAMETRICS24I.Pruenster
1COMPUTATIONAL STATISTICS (*)24R. Graziani
1TIME SERIES ANALYSIS (not offered a.y. 2017-18)
24S. Petrone
1BAYESIAN METHODS FOR COMPLEX DATA24S. Petrone
1
TOPICS IN COMPUTER SCIENCE AND OPTIMIZATION
24
R. Zecchina, C. Baldassi
1STOCHASTIC PROCESSES II24P. Muliere
2ADVANCED STOCHASTIC PROCESSES14E. Regazzini
July 2017
BOCCONI SUMMER SCHOOL in ADVANCED STATISTICS AND PROBABILITY: Statistical Causal Inference
30
VP B. Schölkopf
July 2018
GRAPHICAL MODELS  (Optional)
30
VP S. Lauritzen

(*) Joint course with PhD Eco&Fin

Elective courses offered by the PhD in Statistics

SEMESTERCOURSE TITLE HOURSPROFESSOR
2
TOPICS IN STATISTICAL AND MACHINE LEARNING
24
D. Durante, VP T. Broderick
2MODELS FOR RISK EVALUATION24E. Borgonovo
2APPLIED SURVIVAL (DURATION) DATA ANALYSIS24M. Bonetti, D. Durante
2
STATISTICS FOR EXTREMES
24
S. Padoan

Other electives courses are offered by the Bocconi PhD School

Third year

  • At the end of the third year students have to present their mid-term work on the doctoral thesis (at least a first research paper is expected)

Fourth year

  • Before the end ot the fourth year students have to present the original results in their doctoral thesis work. They will have to defend the final version of the doctoral thesis and obtain the Graduation Board approval

 

Last modified 13/11/2017 - 11:11:39