20801648 - PROBABILITY AND STATISTICS

The course has two main goals. To acquire a working knowledge of basic
a) discrete and continuous probability: probability spaces, random variables, probability distributions, and some basic limit theorems,
b) descriptive and inferential statistics: sampling, data description, sample statistics, estimators, confidence intervals, and hypothesis testing.

Curriculum

Canali

teacher profile | teaching materials

Programme

Lectures will cover the material presented in the following chapter of the book by Sheldon Ross, “Introduction to Probability and Statistics for Engineers and Scientists", Elsevier Science Publishing Co Inc)

Ch. 1: 1.1, 1.2, 1.3

Ch. 2: 2.2, 2.2.1, 2.2.2, 2.3, 2.3.1, 2.3.2, 2.3.3, 2.4, 2.5, 2.6

Ch. 3: 3.1, 3.2, 3.3, 3.4, 3.5, 3.5.1, 3.6, 3.7, 3.8

Ch. 4: 4.1, 4.2, 4.3, 4.3.1, 4.3.2, 4.3.3, 4.4, 4.5, 4.5.1, 4.6, 4.7, 4.8, 4.9

Ch. 5: 5.1, 5.2, 5.4, 5.5, 5.6, 5.6.1, 5.8.1, 5.8.2.

Ch. 6: 6.1, 6.2, 6.3, 6.3.1, 6.3.2, 6.4, 6.5, 6.5.1, 6.5.2

Ch. 7: 7.1, 7.2, 7.3, 7.3.1, 7.3.2, 7.4, 7.5, 7.7, 7.8

Ch. 8: 8.1, 8.2, 8.3, 8.3.1, 8.3.2, 8.4.1, 8.6

Ch. 9: 9.1, 9.2, 9.3, 9.6,

Ch. 11: 11.1, 11.2, 11.4.

Core Documentation

Sheldon Ross, “Introduction to Probability and Statistics for Engineers and Scientists", Elsevier Science Publishing Co Inc.

Reference Bibliography

Sheldon Ross, “Introduction to Probability and Statistics for Engineers and Scientists", Elsevier Science Publishing Co Inc.

Attendance

Optional.

Type of evaluation

The exams will be written. The typical exam text contains 5-6 questions, a couple of which are theoretical and the others are more applied. Each question is worth a certain number of points and the total sum of the points generally slightly exceeds the threshold of 30 pts.

teacher profile | teaching materials

Core Documentation

Sheldon Ross, “Introduction to Probability and Statistics for Engineers and Scientists", Elsevier Science Publishing Co Inc.


Reference Bibliography

Sheldon Ross, “Introduction to Probability and Statistics for Engineers and Scientists", Elsevier Science Publishing Co Inc.

Attendance

Optional

Type of evaluation

The exams will be written. The typical exam text contains 5-6 questions, a couple of which are theoretical and the others are more applied. Each question is worth a certain number of points and the total sum of the points generally slightly exceeds the threshold of 30 pts.

Canali

teacher profile | teaching materials

Mutuazione: 20801648 PROBABILITA' E STATISTICA in Ingegneria Informatica e dell'Intelligenza Artificiale L-8 R CANALE 1 QUATTROPANI MATTEO

Programme

Lectures will cover the material presented in the following chapter of the book by Sheldon Ross, “Introduction to Probability and Statistics for Engineers and Scientists", Elsevier Science Publishing Co Inc)

Ch. 1: 1.1, 1.2, 1.3

Ch. 2: 2.2, 2.2.1, 2.2.2, 2.3, 2.3.1, 2.3.2, 2.3.3, 2.4, 2.5, 2.6

Ch. 3: 3.1, 3.2, 3.3, 3.4, 3.5, 3.5.1, 3.6, 3.7, 3.8

Ch. 4: 4.1, 4.2, 4.3, 4.3.1, 4.3.2, 4.3.3, 4.4, 4.5, 4.5.1, 4.6, 4.7, 4.8, 4.9

Ch. 5: 5.1, 5.2, 5.4, 5.5, 5.6, 5.6.1, 5.8.1, 5.8.2.

Ch. 6: 6.1, 6.2, 6.3, 6.3.1, 6.3.2, 6.4, 6.5, 6.5.1, 6.5.2

Ch. 7: 7.1, 7.2, 7.3, 7.3.1, 7.3.2, 7.4, 7.5, 7.7, 7.8

Ch. 8: 8.1, 8.2, 8.3, 8.3.1, 8.3.2, 8.4.1, 8.6

Ch. 9: 9.1, 9.2, 9.3, 9.6,

Ch. 11: 11.1, 11.2, 11.4.

Core Documentation

Sheldon Ross, “Introduction to Probability and Statistics for Engineers and Scientists", Elsevier Science Publishing Co Inc.

Reference Bibliography

Sheldon Ross, “Introduction to Probability and Statistics for Engineers and Scientists", Elsevier Science Publishing Co Inc.

Attendance

Optional.

Type of evaluation

The exams will be written. The typical exam text contains 5-6 questions, a couple of which are theoretical and the others are more applied. Each question is worth a certain number of points and the total sum of the points generally slightly exceeds the threshold of 30 pts.

teacher profile | teaching materials

Mutuazione: 20801648 PROBABILITA' E STATISTICA in Ingegneria Informatica e dell'Intelligenza Artificiale L-8 R CANALE 2 RACCO DAVIDE

Core Documentation

Sheldon Ross, “Introduction to Probability and Statistics for Engineers and Scientists", Elsevier Science Publishing Co Inc.


Reference Bibliography

Sheldon Ross, “Introduction to Probability and Statistics for Engineers and Scientists", Elsevier Science Publishing Co Inc.

Attendance

Optional

Type of evaluation

The exams will be written. The typical exam text contains 5-6 questions, a couple of which are theoretical and the others are more applied. Each question is worth a certain number of points and the total sum of the points generally slightly exceeds the threshold of 30 pts.

Canali

teacher profile | teaching materials

Mutuazione: 20801648 PROBABILITA' E STATISTICA in Ingegneria Informatica e dell'Intelligenza Artificiale L-8 R CANALE 1 QUATTROPANI MATTEO

Programme

Lectures will cover the material presented in the following chapter of the book by Sheldon Ross, “Introduction to Probability and Statistics for Engineers and Scientists", Elsevier Science Publishing Co Inc)

Ch. 1: 1.1, 1.2, 1.3

Ch. 2: 2.2, 2.2.1, 2.2.2, 2.3, 2.3.1, 2.3.2, 2.3.3, 2.4, 2.5, 2.6

Ch. 3: 3.1, 3.2, 3.3, 3.4, 3.5, 3.5.1, 3.6, 3.7, 3.8

Ch. 4: 4.1, 4.2, 4.3, 4.3.1, 4.3.2, 4.3.3, 4.4, 4.5, 4.5.1, 4.6, 4.7, 4.8, 4.9

Ch. 5: 5.1, 5.2, 5.4, 5.5, 5.6, 5.6.1, 5.8.1, 5.8.2.

Ch. 6: 6.1, 6.2, 6.3, 6.3.1, 6.3.2, 6.4, 6.5, 6.5.1, 6.5.2

Ch. 7: 7.1, 7.2, 7.3, 7.3.1, 7.3.2, 7.4, 7.5, 7.7, 7.8

Ch. 8: 8.1, 8.2, 8.3, 8.3.1, 8.3.2, 8.4.1, 8.6

Ch. 9: 9.1, 9.2, 9.3, 9.6,

Ch. 11: 11.1, 11.2, 11.4.

Core Documentation

Sheldon Ross, “Introduction to Probability and Statistics for Engineers and Scientists", Elsevier Science Publishing Co Inc.

Reference Bibliography

Sheldon Ross, “Introduction to Probability and Statistics for Engineers and Scientists", Elsevier Science Publishing Co Inc.

Attendance

Optional.

Type of evaluation

The exams will be written. The typical exam text contains 5-6 questions, a couple of which are theoretical and the others are more applied. Each question is worth a certain number of points and the total sum of the points generally slightly exceeds the threshold of 30 pts.

teacher profile | teaching materials

Mutuazione: 20801648 PROBABILITA' E STATISTICA in Ingegneria Informatica e dell'Intelligenza Artificiale L-8 R CANALE 2 RACCO DAVIDE

Core Documentation

Sheldon Ross, “Introduction to Probability and Statistics for Engineers and Scientists", Elsevier Science Publishing Co Inc.


Reference Bibliography

Sheldon Ross, “Introduction to Probability and Statistics for Engineers and Scientists", Elsevier Science Publishing Co Inc.

Attendance

Optional

Type of evaluation

The exams will be written. The typical exam text contains 5-6 questions, a couple of which are theoretical and the others are more applied. Each question is worth a certain number of points and the total sum of the points generally slightly exceeds the threshold of 30 pts.

Canali

teacher profile | teaching materials

Mutuazione: 20801648 PROBABILITA' E STATISTICA in Ingegneria Informatica e dell'Intelligenza Artificiale L-8 R CANALE 1 QUATTROPANI MATTEO

Programme

Lectures will cover the material presented in the following chapter of the book by Sheldon Ross, “Introduction to Probability and Statistics for Engineers and Scientists", Elsevier Science Publishing Co Inc)

Ch. 1: 1.1, 1.2, 1.3

Ch. 2: 2.2, 2.2.1, 2.2.2, 2.3, 2.3.1, 2.3.2, 2.3.3, 2.4, 2.5, 2.6

Ch. 3: 3.1, 3.2, 3.3, 3.4, 3.5, 3.5.1, 3.6, 3.7, 3.8

Ch. 4: 4.1, 4.2, 4.3, 4.3.1, 4.3.2, 4.3.3, 4.4, 4.5, 4.5.1, 4.6, 4.7, 4.8, 4.9

Ch. 5: 5.1, 5.2, 5.4, 5.5, 5.6, 5.6.1, 5.8.1, 5.8.2.

Ch. 6: 6.1, 6.2, 6.3, 6.3.1, 6.3.2, 6.4, 6.5, 6.5.1, 6.5.2

Ch. 7: 7.1, 7.2, 7.3, 7.3.1, 7.3.2, 7.4, 7.5, 7.7, 7.8

Ch. 8: 8.1, 8.2, 8.3, 8.3.1, 8.3.2, 8.4.1, 8.6

Ch. 9: 9.1, 9.2, 9.3, 9.6,

Ch. 11: 11.1, 11.2, 11.4.

Core Documentation

Sheldon Ross, “Introduction to Probability and Statistics for Engineers and Scientists", Elsevier Science Publishing Co Inc.

Reference Bibliography

Sheldon Ross, “Introduction to Probability and Statistics for Engineers and Scientists", Elsevier Science Publishing Co Inc.

Attendance

Optional.

Type of evaluation

The exams will be written. The typical exam text contains 5-6 questions, a couple of which are theoretical and the others are more applied. Each question is worth a certain number of points and the total sum of the points generally slightly exceeds the threshold of 30 pts.

teacher profile | teaching materials

Mutuazione: 20801648 PROBABILITA' E STATISTICA in Ingegneria Informatica e dell'Intelligenza Artificiale L-8 R CANALE 2 RACCO DAVIDE

Core Documentation

Sheldon Ross, “Introduction to Probability and Statistics for Engineers and Scientists", Elsevier Science Publishing Co Inc.


Reference Bibliography

Sheldon Ross, “Introduction to Probability and Statistics for Engineers and Scientists", Elsevier Science Publishing Co Inc.

Attendance

Optional

Type of evaluation

The exams will be written. The typical exam text contains 5-6 questions, a couple of which are theoretical and the others are more applied. Each question is worth a certain number of points and the total sum of the points generally slightly exceeds the threshold of 30 pts.