Politecnico di Torino
Politecnico di Torino
Politecnico di Torino
Academic Year 2009/10
Probability and statistics
1st degree and Bachelor-level of the Bologna process in Mechanical Engineering - Vercelli
1st degree and Bachelor-level of the Bologna process in Civil Engineering - Vercelli
1st degree and Bachelor-level of the Bologna process in Electronic And Computer Engineering - Vercelli
Teacher Status SSD Les Ex Lab Tut Years teaching
Puppo Gabriella ORARIO RICEVIMENTO     30 20 0 0 3
SSD CFU Activities Area context
MAT/06 5 A - Di base Matematica, informatica e statistica
Objectives of the course
The course provides basic knowledge on statistics and probability theory.
Expected skills
Ability to solve applied problems involving basic probability theory and to analyze data with simple tools from statistics.
Calculus I and II.
Probability. Introduction to probability and counting. Axioms of probability. Conditional probability and Bayes theorem. Discrete random variables: binomial and Poisson distributions. Expectation and distribution parameters. Continuous random variables: Gamma and Normal distributions. Joint distributions: covariance and correlation, linear regression.
Statistics. Point estimation. Central limit theorem. Statistical intervals based on a single sample. Inferences on the mean and on variance. Testing hypotheses.
Laboratories and/or exercises
Problem sessions will widen and deepen the topics treated in the lectures. Time will be also devoted to problem solving and working out examples and exercises.
Main text:
J.S. Milton, J.C. Arnold
Introduction to Probability and Statistics: Principles and Applications for Engineering and the Computing Sciences, 4th edition
Mc Graw Hill international editions
Problem solving and exercises:
J.S. Milton, J.C. Arnold
Student Solutions Manual to accompany Introduction to Probability and Statistics, 4th Edition
Mc Graw Hill international editions
Revisions / Exam
The exam will consist in a test requiring the solution of three or four exercises and in an oral discussion on the solution strategy used in the test. The written test will account for roughly 80% of the final grade.

Programma definitivo per l'A.A.2009/10

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