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Courses and Requirements

Please note that the study program may be subject to minor changes.

Classes start at the beginning of September.
Attendance is mandatory. You cannot attend the program by distance learning.

The program features two tracks
Statistics
Computer Science
During the first year students choose one of the two tracks


First year - a.y. 2020-21 (36° cycle)

  • 12 compulsory courses
  • Statistics Seminars organized by the Decision Sciences Department
  • Exam for each course
  • General exam at the end of the year
SEM.
COURSE TITLEHOURSPROFESSOR
1 INTRODUCTION TO REAL ANALYSIS I28
H. Lavenant
1
 INTRODUCTION TO REAL ANALYSIS II
28
G. Savaré
1PROBABILITY THEORY I28
S. Fortini
1PROBABILITY THEORY II24A. Lijoi
1
COMPUTER SCIENCE I (Programming)
30
C. Baldassi
1
COMPUTER SCIENCE II (Algorithms)
24
L.Trevisan
2STATISTICAL THEORY I30P. Veronese
2STATISTICAL THEORY II
30E. Melilli
2
STOCHASTIC PROCESSES I
24
S. Fortini
2
STOCHASTIC PROCESSES II24
M. Santacroce
2BAYESIAN STATISTICAL THEORY I24A. Lijoi, G. Zanella
2BAYESIAN STATISTICAL THEORY II24S. Petrone


Second year a.y. 2021-22 (36°cycle)

  • Summer School in Advanced Statistics and Probability
  • 4 track compulsory courses
  • 5 elective courses
  • Statistics Seminars organized by the Decision Sciences Department

 Compulsory courses:

SEM.COURSE TITLE HOURSTRACK
tbd
BOCCONI SUMMER SCHOOL IN ADVANCED STATISTICS AND PROBABILITY
30
BOTH
tbd
BAYESIAN NON-PARAMETRICS30
STATISTICS
tbd
APPLIED MULTIVARIATE ANALYSIS
24
STATISTICS
tbd
BAYESIAN METHODS FOR COMPLEX DATA
24
STATISTICS
tbd
COMPUTATIONAL STATISTICS
24
STATISTICS
tbd
GRAPH THEORY
24COMPUTER SCIENCE
tbd
MODERN APPLIED MACHINE LEARNING30
COMPUTER SCIENCE
tbd
OPTIMIZATION
24
COMPUTER SCIENCE
tbd
STATISTICAL MECHANICS AND METHODS FOR COMPLEX SYSTEMS
24
COMPUTER SCIENCE

Electives courses to be chosen among:
compulsory courses of the other track
the following electives open to both tracks:

SEM.
COURSE TITLE
HOURS
TRACKS
tbd
DESIGN AND ANALYSIS OF COMPUTER EXPERIMENTS
24
BOTH
tbd
STATISTICAL MACHINE LEARNING
24
BOTH
tbd
ADVANCED COMPUTATIONAL STATISTICS
24
BOTH
tbd
STATISTICS FOR EXTREMES
24
BOTH
tbd
APPLIED SURVIVAL DATA ANAYSIS
24
BOTH

  • English for Academic Purposes: Literature and Publication Skills, 24 hours, R. Coates


Third and Fourth year a.y. 2022-23 and 2023-24 (36° cycle)

— Study/research period at other Universities + TA/RA activities (optional)
Conferences (as listener and as a speaker)
Statistics Seminars organized by the Decision Sciences Department
Submission of mid-term doctoral thesis (at least a first research paper is expected) at the end of third year
Thesis submission to external reviewers (at the end of fourth year)
Thesis dissertation


 

 

Last modified 13/07/2020 - 14:34:34