Laboratory of probability

Course objectives

Learning goals The primary educational objective of the course is students' learning of the main applied aspects related to probability. Knowledge and understanding At the end of the course the students know and understand the main methods useful to solve the problems linked to the uncertainty. Applying knowledge and understanding At the end of the course students are able to formalize problems related to uncertainty in terms of probabilistic problems and to apply the specific methods of the probability to solve them. They are also able to model real phenomena through remarkable probabilistic structures. Making judgements Students develop critical skills through the application of theory to a wide range of probabilistic models. They also develop the critical sense through the comparison between alternative solutions to the same problem obtained using different methodological aspects. Communication skills Students, through the study and the practical exercises, acquire the technical-scientific language of the probability, which must be properly used in the oral test. Learning skills Students who pass the exam have learned the basic concepts of probability that allow them to deal with subsequent statistical area teaching (in particular the teaching of Statistical Inference).

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COSTANTINO RICCIUTI Lecturers' profile

Program - Frequency - Exams

Course program
Pratical applications of Probability. Problems of Combinatorics. Generation of random numbers. Convergence and approximation of probability distributions. Basic notions of Stochastic processes (e.g. the Poisson process).
Prerequisites
Basic knowledge of mathematical analysis and probability.
Teaching mode
Lessons and exercises.
Frequency
Attendance is optional but strongly recommended.
Exam mode
The exam consists in an oral test.
Bibliography
Books on Probability and collections of exercises.
Lesson mode
Lessons and exercises.
  • Lesson codeAAF1456
  • Academic year2025/2026
  • CourseStatistics, Economics, and Social Sciences
  • CurriculumSingle curriculum
  • Year2nd year
  • Semester1st semester
  • CFU3