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  1. Courses

Statistics for Management - 134005-ENG

courses
ID:
134005-ENG
Dettaglio:
SSD: Statistics for Economics Duration: 48 CFU: 6
Located in:
BERGAMO
Url:
Course Details:
ECONOMICS AND DATA ANALYSIS - 149-270-EN/Data Science Year: 2
Course Details:
INTERNATIONAL MANAGEMENT AND MARKETING - 184-R-EN/PERCORSO COMUNE Year: 1
Year:
2025
  • Overview
  • Syllabus
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Overview

Date/time interval

Primo Semestre (15/09/2025 - 19/12/2025)

Syllabus

Course Objectives

The course provides the fundamental statistical techniques that allow students to become familiar with quantitative methods that are most commonly used for management problems. It develops students skills to analyze and take informed decisions in complex and evolving socio-economic contexts.

The course has an application-oriented approach, with special focus on the interpretation of the results. Students will learn how to apply techniques to real data. Case studies will be presented. Ability to process, analyze and model data is learned using one of the most widely spread statistical software: Stata.


Course Prerequisites

No compulsory prerequisite. Recommended prerequisites: basic knowledge of Statistics and fluency in English


Teaching Methods

Lectures and practical classes using Stata. During the course, students will receive assignments on a regular basis, in order to help them be aware of their level of understanding.


Assessment Methods

Test (in laboratory) consisting of theoretical questions, exercises to be solved by hand, and exercises to be solved using Stata.

Attendee students, who have regularly attended lectures and submitted on time ALL the assignments, can get a maximum of 3 extra points on the grade of the final exam based on the quality of their work.


Contents

  1. Review of basic probability and statistics
  2. Comparing the means on two or more groups (two-sample tests and ANOVA)
  3. Understanding and measuring strength of the relations: simple, multiple and partial correlation
  4. Simple linear regression for modeling business variables
  5. Multiple linear regression for modelling business variables
  6. Introduction to data management and data analysis with Stata (graphical analyses, hypotheses testing, linear regression)


Online Resources

  • E-learning
  • Leganto - Reading lists

Degrees

Degrees (2)

ECONOMICS AND DATA ANALYSIS - 149-270-EN 
Master's Degree
2 years
INTERNATIONAL MANAGEMENT AND MARKETING - 184-R-EN 
Master's Degree
2 years
No Results Found

People

People (2)

BIANCHI Annamaria
AREA MIN. 13 - Scienze economiche e statistiche
Settore STAT-02/A - Statistica economica
Gruppo 13/STAT-02 - STATISTICA ECONOMICA
Componente del Comitato per l’integrità e l’etica della ricerca
BIANCHI Annamaria
AREA MIN. 13 - Scienze economiche e statistiche
Settore STAT-02/A - Statistica economica
Gruppo 13/STAT-02 - STATISTICA ECONOMICA
Professori Associati
No Results Found

Other

Main module

Statistics for Management
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