20801648 - PROBABILITY AND STATISTICS

To provide the fundamental elements of probability theory and mathematical statistics, along with some tools of parametric statistics, which may be useful in practice.

Curriculum

scheda docente | materiale didattico

Mutuazione: 20801648 PROBABILITA' E STATISTICA in Ingegneria Informatica e dell'Intelligenza Artificiale L-8 R CANALE 2 MARTINELLI FABIO, Quattropani Matteo

Programma

Chapter and section numbers are taken from the basic textbook S. Ross "INTRODUCTION TO PROBABILITY AND STATISTICS FOR ENGINEERS AND SCIENTISTS"

Cap. 1: 1.1, 1.2, 1.3
Cap. 2: 2.2, 2.2.1, 2.2.2, 2.3, 2.3.1, 2.3.2, 2.4, 2.5, 2.6
Cap. 3: 3.1, 3.2, 3.3, 3.4, 3.5, 3.5.1, 3.6, 3.7, 3.8
Cap. 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, 4.9
Cap. 5: 5.1, 5.2, 5.4, 5.5, 5.6, 5.6.1, 5.7, 5.8.1., 5.8.2.
Cap. 6: 6.1, 6.2, 6.3, 6.3.1, 6.3.2, 6.4, 6.5, 6.5.1, 6.5.2
Cap. 7: 7.1, 7.2, 7.3, 7.3.1, 7.3.2, 7.4, 7.5, 7.7
Cap. 8: 8.1, 8.2, 8.3, 8.3.1, 8.3.2, 8.4.1, 8.6,
Cap. 9: 9.1, 9.2, 9.3, 9.6
Cap. 11: 11.1, 11.2, 11.4 (for this part you may also look at chapters 6.4, 6.5 of the book (in Italian) "Moduli di matematica e statistica con uso di R" di S. Invernizzi, M. Rinaldi e F. Comoglio).

Testi Adottati

- Sheldon Ross NTRODUCTION TO PROBABILITY AND STATISTICS FOR ENGINEERS AND SCIENTISTS
- "Moduli di matematica e statistica" di S. Invernizzi, M. Rinaldi e F. Comoglio, ed. Zanichelli.

additional reference: Luca Leuzzi, Enzo Marinari, Giorgio Parisi
CALCOLO DELLE PROBABILITÀ: un trattatello per principianti volenterosi


Modalità Erogazione

Standard lecture including several examples and exercises

Modalità Frequenza

Optional

Modalità Valutazione

Evaluations are via written exam. The typical exam contains 5-6 questions with a couple of questions of a more theoretical character. Each question carries a certain number of points whose total is slightly above 30 pts.

scheda docente | materiale didattico

Mutuazione: 20801648 PROBABILITA' E STATISTICA in Ingegneria Informatica e dell'Intelligenza Artificiale L-8 R CANALE 2 MARTINELLI FABIO, Quattropani Matteo

Programma

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.

Testi Adottati

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

Modalità Frequenza

Optional.

Modalità Valutazione

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.

scheda docente | materiale didattico

Mutuazione: 20801648 PROBABILITA' E STATISTICA in Ingegneria Informatica e dell'Intelligenza Artificiale L-8 R CANALE 2 MARTINELLI FABIO, Quattropani Matteo

Programma

Chapter and section numbers are taken from the basic textbook S. Ross "INTRODUCTION TO PROBABILITY AND STATISTICS FOR ENGINEERS AND SCIENTISTS"

Cap. 1: 1.1, 1.2, 1.3
Cap. 2: 2.2, 2.2.1, 2.2.2, 2.3, 2.3.1, 2.3.2, 2.4, 2.5, 2.6
Cap. 3: 3.1, 3.2, 3.3, 3.4, 3.5, 3.5.1, 3.6, 3.7, 3.8
Cap. 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, 4.9
Cap. 5: 5.1, 5.2, 5.4, 5.5, 5.6, 5.6.1, 5.7, 5.8.1., 5.8.2.
Cap. 6: 6.1, 6.2, 6.3, 6.3.1, 6.3.2, 6.4, 6.5, 6.5.1, 6.5.2
Cap. 7: 7.1, 7.2, 7.3, 7.3.1, 7.3.2, 7.4, 7.5, 7.7
Cap. 8: 8.1, 8.2, 8.3, 8.3.1, 8.3.2, 8.4.1, 8.6,
Cap. 9: 9.1, 9.2, 9.3, 9.6
Cap. 11: 11.1, 11.2, 11.4 (for this part you may also look at chapters 6.4, 6.5 of the book (in Italian) "Moduli di matematica e statistica con uso di R" di S. Invernizzi, M. Rinaldi e F. Comoglio).

Testi Adottati

- Sheldon Ross NTRODUCTION TO PROBABILITY AND STATISTICS FOR ENGINEERS AND SCIENTISTS
- "Moduli di matematica e statistica" di S. Invernizzi, M. Rinaldi e F. Comoglio, ed. Zanichelli.

additional reference: Luca Leuzzi, Enzo Marinari, Giorgio Parisi
CALCOLO DELLE PROBABILITÀ: un trattatello per principianti volenterosi


Modalità Erogazione

Standard lecture including several examples and exercises

Modalità Frequenza

Optional

Modalità Valutazione

Evaluations are via written exam. The typical exam contains 5-6 questions with a couple of questions of a more theoretical character. Each question carries a certain number of points whose total is slightly above 30 pts.

scheda docente | materiale didattico

Mutuazione: 20801648 PROBABILITA' E STATISTICA in Ingegneria Informatica e dell'Intelligenza Artificiale L-8 R CANALE 2 MARTINELLI FABIO, Quattropani Matteo

Programma

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.

Testi Adottati

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

Modalità Frequenza

Optional.

Modalità Valutazione

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.

scheda docente | materiale didattico

Mutuazione: 20801648 PROBABILITA' E STATISTICA in Ingegneria Informatica e dell'Intelligenza Artificiale L-8 R CANALE 2 MARTINELLI FABIO, Quattropani Matteo

Programma

Chapter and section numbers are taken from the basic textbook S. Ross "INTRODUCTION TO PROBABILITY AND STATISTICS FOR ENGINEERS AND SCIENTISTS"

Cap. 1: 1.1, 1.2, 1.3
Cap. 2: 2.2, 2.2.1, 2.2.2, 2.3, 2.3.1, 2.3.2, 2.4, 2.5, 2.6
Cap. 3: 3.1, 3.2, 3.3, 3.4, 3.5, 3.5.1, 3.6, 3.7, 3.8
Cap. 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, 4.9
Cap. 5: 5.1, 5.2, 5.4, 5.5, 5.6, 5.6.1, 5.7, 5.8.1., 5.8.2.
Cap. 6: 6.1, 6.2, 6.3, 6.3.1, 6.3.2, 6.4, 6.5, 6.5.1, 6.5.2
Cap. 7: 7.1, 7.2, 7.3, 7.3.1, 7.3.2, 7.4, 7.5, 7.7
Cap. 8: 8.1, 8.2, 8.3, 8.3.1, 8.3.2, 8.4.1, 8.6,
Cap. 9: 9.1, 9.2, 9.3, 9.6
Cap. 11: 11.1, 11.2, 11.4 (for this part you may also look at chapters 6.4, 6.5 of the book (in Italian) "Moduli di matematica e statistica con uso di R" di S. Invernizzi, M. Rinaldi e F. Comoglio).

Testi Adottati

- Sheldon Ross NTRODUCTION TO PROBABILITY AND STATISTICS FOR ENGINEERS AND SCIENTISTS
- "Moduli di matematica e statistica" di S. Invernizzi, M. Rinaldi e F. Comoglio, ed. Zanichelli.

additional reference: Luca Leuzzi, Enzo Marinari, Giorgio Parisi
CALCOLO DELLE PROBABILITÀ: un trattatello per principianti volenterosi


Modalità Erogazione

Standard lecture including several examples and exercises

Modalità Frequenza

Optional

Modalità Valutazione

Evaluations are via written exam. The typical exam contains 5-6 questions with a couple of questions of a more theoretical character. Each question carries a certain number of points whose total is slightly above 30 pts.

scheda docente | materiale didattico

Mutuazione: 20801648 PROBABILITA' E STATISTICA in Ingegneria Informatica e dell'Intelligenza Artificiale L-8 R CANALE 2 MARTINELLI FABIO, Quattropani Matteo

Programma

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.

Testi Adottati

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

Modalità Frequenza

Optional.

Modalità Valutazione

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.

scheda docente | materiale didattico

Mutuazione: 20801648 PROBABILITA' E STATISTICA in Ingegneria Informatica e dell'Intelligenza Artificiale L-8 R CANALE 2 MARTINELLI FABIO, Quattropani Matteo

Programma

Chapter and section numbers are taken from the basic textbook S. Ross "INTRODUCTION TO PROBABILITY AND STATISTICS FOR ENGINEERS AND SCIENTISTS"

Cap. 1: 1.1, 1.2, 1.3
Cap. 2: 2.2, 2.2.1, 2.2.2, 2.3, 2.3.1, 2.3.2, 2.4, 2.5, 2.6
Cap. 3: 3.1, 3.2, 3.3, 3.4, 3.5, 3.5.1, 3.6, 3.7, 3.8
Cap. 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, 4.9
Cap. 5: 5.1, 5.2, 5.4, 5.5, 5.6, 5.6.1, 5.7, 5.8.1., 5.8.2.
Cap. 6: 6.1, 6.2, 6.3, 6.3.1, 6.3.2, 6.4, 6.5, 6.5.1, 6.5.2
Cap. 7: 7.1, 7.2, 7.3, 7.3.1, 7.3.2, 7.4, 7.5, 7.7
Cap. 8: 8.1, 8.2, 8.3, 8.3.1, 8.3.2, 8.4.1, 8.6,
Cap. 9: 9.1, 9.2, 9.3, 9.6
Cap. 11: 11.1, 11.2, 11.4 (for this part you may also look at chapters 6.4, 6.5 of the book (in Italian) "Moduli di matematica e statistica con uso di R" di S. Invernizzi, M. Rinaldi e F. Comoglio).

Testi Adottati

- Sheldon Ross NTRODUCTION TO PROBABILITY AND STATISTICS FOR ENGINEERS AND SCIENTISTS
- "Moduli di matematica e statistica" di S. Invernizzi, M. Rinaldi e F. Comoglio, ed. Zanichelli.

additional reference: Luca Leuzzi, Enzo Marinari, Giorgio Parisi
CALCOLO DELLE PROBABILITÀ: un trattatello per principianti volenterosi


Modalità Erogazione

Standard lecture including several examples and exercises

Modalità Frequenza

Optional

Modalità Valutazione

Evaluations are via written exam. The typical exam contains 5-6 questions with a couple of questions of a more theoretical character. Each question carries a certain number of points whose total is slightly above 30 pts.

scheda docente | materiale didattico

Mutuazione: 20801648 PROBABILITA' E STATISTICA in Ingegneria Informatica e dell'Intelligenza Artificiale L-8 R CANALE 2 MARTINELLI FABIO, Quattropani Matteo

Programma

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.

Testi Adottati

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

Modalità Frequenza

Optional.

Modalità Valutazione

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.