Second Cycle Degree/Two Year Master in Statistical Sciences

Curriculum Official statistics: for students enrolled in the a.y. 2023-24

Lesson Hours: 4 ECTS (CFU) = 24; 6 ECTS (CFU) = 30; 10 ECTS (CFU) = 60.

First Year

1. Mandatory courses

Period ? The period in which lectures are held 1: 18/09/2023 - 28/10/2023 2: 06/11/2023 - 14/12/2023 3: 12/02/2024 - 23/03/2024 4: 15/04/2024 - 25/05/2024 P: 18/09/2023 - 14/12/2023 S: 12/02/2024 - 25/05/2024 CT1: 04/11/2023 - 20/12/2023 CT2: 19/02/2024 - 07/06/2024 ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
85276 Methods and Tools for Official Statistics: Socio-Economic Statistics 3 SECS-S/01 6
85159 Fundamental Concepts of Statistics P SECS-S/01 10
85189 Systems and Algorithms for Data Science P ING-INF/05 10
87479 Social Demography S SECS-S/04 10
85160 Statistical Models and Applications S SECS-S/01 10

2. One activity to be chosen between: (6 CFU)

Period ? The period in which lectures are held 1: 18/09/2023 - 28/10/2023 2: 06/11/2023 - 14/12/2023 3: 12/02/2024 - 23/03/2024 4: 15/04/2024 - 25/05/2024 P: 18/09/2023 - 14/12/2023 S: 12/02/2024 - 25/05/2024 CT1: 04/11/2023 - 20/12/2023 CT2: 19/02/2024 - 07/06/2024 ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
93762 Advanced Probability 1 MAT/06 6
85162 Differential Calculus 2 SECS-S/06 6
98633 Differential Equations 2 SECS-S/06 6
85161 Measure Theory 3 SECS-S/06 6

Second Year

1. Mandatory courses

Period ? The period in which lectures are held 1: 18/09/2023 - 28/10/2023 2: 06/11/2023 - 14/12/2023 3: 12/02/2024 - 23/03/2024 4: 15/04/2024 - 25/05/2024 P: 18/09/2023 - 14/12/2023 S: 12/02/2024 - 25/05/2024 CT1: 04/11/2023 - 20/12/2023 CT2: 19/02/2024 - 07/06/2024 ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
85173 Analysis Of Categorical Data 1 SECS-S/01 6
85201 Internship
250 hours 		1 10
85182 Bayesian Inference 2 SECS-S/01 6
85277 Methods And Tools For Official Statistics: Population And Health Statistics 3 SECS-S/05 6

2. Electives (10 ECTS) (max limit 30 CFU)

The degree programme suggests the following courses, together with those activated in the framework of the UNIBO (students can only choose courses taught in English which are coherent with the Degree Programme Teaching regulations and the learning outcomes of the degree programme). These subjects can be chosen at the 1 and the 2 year.
A) SUGGESTED ELECTIVE COURSES (MAX LIMIT 30 CFU) (max limit 30 CFU)
Period ? The period in which lectures are held 1: 18/09/2023 - 28/10/2023 2: 06/11/2023 - 14/12/2023 3: 12/02/2024 - 23/03/2024 4: 15/04/2024 - 25/05/2024 P: 18/09/2023 - 14/12/2023 S: 12/02/2024 - 25/05/2024 CT1: 04/11/2023 - 20/12/2023 CT2: 19/02/2024 - 07/06/2024 ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
93762 Advanced Probability 1 MAT/06 6
91421 Big Data (Privacy) 1 IUS/01 6
85182 Bayesian Inference 2 SECS-S/01 6
79194 Databases 2 ING-INF/05 6
85162 Differential Calculus 2 SECS-S/06 6
98633 Differential Equations 2 SECS-S/06 6
96801 Language Laboratory: Communication of Statistics and Data Business Analytics 2 6
85177 Latent Variable Models 2 SECS-S/01 6
85195 Multivariate Statistics 3 SECS-S/01 6
B0055 Population and Climate Change 3 SECS-S/04 6
93050 Supervised Statistical Learning 3 SECS-S/01 6
B0925 Data Science Applications 4 SECS-S/05 6
85168 Discrete Mathematics 4 MAT/02 6
79062 Econometrics 4 SECS-P/05 6
85171 Experimental Psychology 4 M-PSI/01 6
B2128 Statistical Models for (Fuzzy) Set-Valued Data 4 SECS-S/06 3
95738 Biodemography P SECS-S/04 10
90483 Modern Statistics And Big Data Analytics P SECS-S/01 10
85194 Statistical Software P 4
b) LANGUAGE COURSES (max limit 18 CFU)
Period ? The period in which lectures are held 1: 18/09/2023 - 28/10/2023 2: 06/11/2023 - 14/12/2023 3: 12/02/2024 - 23/03/2024 4: 15/04/2024 - 25/05/2024 P: 18/09/2023 - 14/12/2023 S: 12/02/2024 - 25/05/2024 CT1: 04/11/2023 - 20/12/2023 CT2: 19/02/2024 - 07/06/2024 cfu ? Credits
26357 French Language Test B - 2 1 6
26345 German Language Test B - 2 1 6
26351 Spanish Language Test B - 2 1 6
C) SOFT SKILLS (MAX LIMIT 6 CFU) (max limit 6 CFU)
Period ? The period in which lectures are held 1: 18/09/2023 - 28/10/2023 2: 06/11/2023 - 14/12/2023 3: 12/02/2024 - 23/03/2024 4: 15/04/2024 - 25/05/2024 P: 18/09/2023 - 14/12/2023 S: 12/02/2024 - 25/05/2024 CT1: 04/11/2023 - 20/12/2023 CT2: 19/02/2024 - 07/06/2024 cfu ? Credits
73387 Creativity and Innovation M CT2 3
81799 Project Management and Soft Skills M CT2 3
94133 SCIENCE OF CLIMATE CHANGE AND CLIMATE ACTIONS CT2 3
One between: (max limit 3 CFU)
B2089 INFORMATION LITERACY ED. 1 CT1 3
B2103 INFORMATION LITERACY IN ENGLISH ed. 1 CT1 3
B2090 INFORMATION LITERACY ed. 2 CT1 3
B2091 INFORMATION LITERACY ed. 3 CT1 3
B2104 INFORMATION LITERACY IN ENGLISH ed. 2 CT2 3
B2092 INFORMATION LITERACY ed. 4 CT2 3
B2093 INFORMATION LITERACY ed. 5 CT2 3
B2094 INFORMATION LITERACY ed. 6 CT2 3
B2095 INFORMATION LITERACY ed. 7 CT2 3
B2096 INFORMATION LITERACY ed. 8 CT2 3
D) OTHER ELECTIVE COURSES OF THE UNIVERSITY OF BOLOGNA: (MAX LIMIT 30 CFU) (max limit 30 CFU)

2. Final examination (30 CFU)

As part of their final exam, students may choose to carry out practical and research activities within companies/institutions external to Unibo, or within Unibo laboratories. Such preparatory activities may be registered in students’ records, either on a pass/fail basis or with a grade depending on the cases, to specify the type of work carried out. For those students who will opt for the internship for the preparation on the final thesis in Italy or abroad, or the preparation of the final thesis abroad, the final exam will be divided into two parts: the final exam itself and the internship or preparation of the final thesis abroad
Period ? The period in which lectures are held 1: 18/09/2023 - 28/10/2023 2: 06/11/2023 - 14/12/2023 3: 12/02/2024 - 23/03/2024 4: 15/04/2024 - 25/05/2024 P: 18/09/2023 - 14/12/2023 S: 12/02/2024 - 25/05/2024 CT1: 04/11/2023 - 20/12/2023 CT2: 19/02/2024 - 07/06/2024 cfu ? Credits
86300 Final Examination 1 18
84551 Internship Abroad for Preparation for the Final Examination
300 hours 		1 12
84549 Internship for Preparation for the Final Examination
300 hours 		1 12
85245 Master Thesis 1 30
84548 Preparation for the Final Examination Abroad 1 12