LINEAR AND STATISTICAL OPTIMIZATION (UNIT 2)
cod. 1006041

Academic year 2017/18
3° year of course - First semester
Professor
Academic discipline
Statistica economica (SECS-S/03)
Field
Attività formative affini o integrative
Type of training activity
Related/supplementary
42 hours
of face-to-face activities
6 credits
hub: PARMA
course unit
in ITALIAN

Integrated course unit module: LINEAR AND STATISTICAL OPTIMIZATION

Learning objectives

The main goal of the course is to supply the chief instruments of descriptive statistics and Inference.

Prerequisites

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Course unit content

FIRST PART. DESCRIPTIVE STATISTICS.

Statistical distributions .

Means.


Variability measures.

Concentration .

Least squares.

SECOND PART. INFERENCE.

Models of Casual variables.

Sample space.


Central Limit Theorem.

Sample distributions.

Estimation.

Least Squares and Linear classical model.

Full programme

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Bibliography

Leoni, R. (1993), Introduzione alla Statistica descrittiva, Libreria Alfani, Firenze.
Ferrari G., Marliani G. (1993), Complementi ed esercizi di statistica descrittiva,Libreria Alfani, Firenze.
Ferrari G., Leoni R., Marliani G. (1993), Introduzione al campionamento e all’inferenza statistica. Libreria Alfani, Firenze.

Teaching methods

During the lessons the chief topics of Statistics will be explained with the solutions of exercises.

Assessment methods and criteria

Written and Oral exam.

Other information

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