Statistique: approfondissement
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Teaching
Details
Faculty Faculty of Management, Economics and Social Sciences Domain Information Systems Code UE-ESE.00029 Languages French Type of lesson Lecture
Level Bachelor Semester SP-2023 Schedules and rooms
Summary schedule Wednesday 08:15 - 11:00, Hebdomadaire (Spring semester)
Hours per week 3 Teaching
Responsibles - Donzé Laurent
Teachers - Donzé Laurent
Assistants - Rosset Julien
Description This course is the third part of an education program in Statistics. It is based on the introductory courses to Statistics of the first two semesters. The content and the difficulty degree of this introductory course match with the actual international level.
The course is a formal introduction to Inferential Statistics:
- Probability (Concepts and definitions; conditional probability and independence)
- Random variables and distribution functions (Random variables; random vectors; independence; function of a random variable)
- Moments, correlation, conditional expectations (Mathematical expectation and variance; moments; covariance and correlation; expectation, variance, and covariance of random vectors; mean and absolute squared errors and prediction; conditional expectations)
- Theoretical distributions (Discrete distributions; continuous distributions; approximation of distributions; multivariate distributions; continuity correction)
- Random samples and limit theorems (Random samples; limit theorems)
- Point estimation (Estimator; maximum likelihood method; estimation by interval)
- Statistical inference (Hypotheses and statistical tests; power function and types of error; test on the mean: the t-test)
The theoretical concepts are illustrated by examples, and numerous exercises are provided on the Moodle's platform related to the course
Training objectives The course aims to give students the background to follow without problem an introductory course in Econometrics as well as Master courses in Econometrics and Statistics. The course will be undoubtedly useful to the understanding of other advanced courses supplied by the Faculty.
Condition of access Registered students at the University with a Federal maturity or an equivalent diploma.
Comments Only students who will have validated the course could write a thesis (Seminar or Bachelor) under the supervision of the professor.
Available seats 120 Softskills Yes Softskills seats 20 Off field No BeNeFri Yes Mobility Yes UniPop No Auditor Yes Documents
Bibliography A script with a listing of references is provided. The student will find on the course's Moodle platform other resources.
Files and attachments -
Dates and rooms
Date Hour Type of lesson Place 22.02.2023 08:15 - 11:00 Cours PER 21, Room E120 01.03.2023 08:15 - 11:00 Cours PER 21, Room E120 08.03.2023 08:15 - 11:00 Cours PER 21, Room E120 15.03.2023 08:15 - 11:00 Cours PER 21, Room E120 22.03.2023 08:15 - 11:00 Cours PER 21, Room E120 29.03.2023 08:15 - 11:00 Cours PER 21, Room E120 05.04.2023 08:15 - 11:00 Cours PER 21, Room E120 19.04.2023 08:15 - 11:00 Cours PER 21, Room E120 26.04.2023 08:15 - 11:00 Cours PER 21, Room E120 03.05.2023 08:15 - 11:00 Cours PER 21, Room E120 10.05.2023 08:15 - 11:00 Cours PER 21, Room E120 17.05.2023 08:15 - 11:00 Cours PER 21, Room E120 24.05.2023 08:15 - 11:00 Cours PER 21, Room E120 31.05.2023 08:15 - 11:00 Cours PER 21, Room E120 -
Assessments methods
Written exam - SP-2023, Session d'été 2023
Date 07.06.2023 11:00 - 12:30 Assessments methods By rating Descriptions of Exams Durée d'examens: 90 minutes. A livres ouverts
Written exam - SP-2023, Session de rattrapage 2023
Date 30.08.2023 08:30 - 10:00 Assessments methods By rating Descriptions of Exams Durée d'examens: 90 minutes. A livres ouverts
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Assignment
Valid for the following curricula: Ba - Business Informatics - 180 ECTS
Version: 2020/SA_V02
2nd year 60 ECTS > Statistique: approfondissement / Vertiefungskurs Statistik
Ba - Communication Studies - 90 ECTS
Version: 2023/SA_V01
2nd and 3rd year - 54 ECTS > Course - 39ECTS > Elective courses - 15 ECTS > Elective courses of the SES Faculty > Elective BA courses SES max 4.5
Ba - Economics - 180 ECTS
Version: 2018/SA_V03
2nd year 60 ECTS > Mandatory courses - 54 ECTS > Statistique: approfondissement / Vertiefungskurs Statistik
Ba - Management - 180 ECTS
Version: 2018/SA_V02
2nd year 60 ECTS > Cours obligatoires / Pflichtkurse 48 ECTS > Statistique: approfondissement / Vertiefungskurs Statistik
Ba - Management - 180 ECTS
Version: 2019/SA-V02
2nd year 60 ECTS > Cours obligatoires / Pflichtkurse 48 ECTS > Statistique: approfondissement / Vertiefungskurs Statistik
Ba - Management and Economics - 120 ECTS
Version: 2018/SA_V02
2nd + 3rd year - 78 ECTS > Kurse > Wahlkurse > Wahlkurse in Betriebswirtschaftslehre > Statistique: approfondissement / Vertiefungskurs Statistik
BeNeFri - Sciences économiques et sociales
Version: 2018/SP_V01_SES_BeNeFri
Course > Bachelor course offering for BeNeFri Students
Comp - Additional Programme HES Economics - 30 ECTS
Version: 2018/SA_v01
Compulsory courses > Statistique approfondissement ou Applied econometrics > Statistique: approfondissement / Vertiefungskurs StatistikElective courses for the HES complementary programme - MA Ecopol
Comp - Additional programme HES – Data Analytics & Economics - 30 ECTS
Version: 2023/SP_V01
Mandatory Courses > Statistique: approfondissement / Vertiefungskurs Statistik
Complementary learnings in SES or mobility students
Version: ens_compl_ses
Bachelor course offering for Mobility Students
Doc - Business Informatics
Version: 20210713
Elective courses > Wahlkurse UNIFR
Doc - Economics
Version: 2002/SA_V01
Cours a choix > Wahlkurse UNIFR
Doc - Economie quantitative
Version: 2002/SA_V01
Cours a choix > Wahlkurse UNIFR
Doc - Management
Version: 2002/SA_V01
Cours a choix > Wahlkurse UNIFR
Doc - Management in Nonprofit-Organisation
Version: 2002/SA_V01_60ECTS Théoriques
Elective courses > Wahlkurse UNIFR
Doc - Sciences sociales
Version: 2002/SA_V01
Cours a choix > Wahlkurse UNIFR
Doc - Sciences économiques et sociales
Version: 2002/SA_V01
Cours a choix > Wahlkurse UNIFR
Education / Psychology 120
Version: SA14_BA_fr_v02
CTC / BP1.8-F
Education / Psychology 120
Version: SA20_BA_de_v01
BP1.7-D Bereichsübergreifende Kompetenzen
Education / Psychology 120
Version: SA20_BA_bil_v01
BP1.7-B Bereichsübergreifende Kompetenzen / Compétences transversales
Educational Sciences 120
Version: SA20_BA_de_v01
BE1.8-D Bereichsübergreifende Kompetenzen
Educational Sciences 120
Version: SA20_BA_bil_v01
Variante B > BE1.7b-B Bereichsübergreifende KompetenzenVariante A > BE1.8a-B Compétences transversales
Educational Sciences 120
Version: SA14_BA_fr_v02
CTC / BS1.8-F
English Language and Literature 120
Version: SA15_BA_ang_V02
Module Nine: Soft Skills
Mathematics 50 [BSc/BA SI]
Version: 2022_1/V_01
BSc_SI/BA_SI, Mathematics 50 ECTS, 1st-3rd years > BSc_SI/BA_SI, Mathematics, 2nd-3rd years, elective courses for 50 ECTS (from AS2020 on) > Statistique: approfondissement / Vertiefungskurs Statistik
MiBa - Business Administration - 60 ECTS
Version: 2015/SA_V01
Mandaory courses - 28.5 ECTS > Statistique: approfondissement / Statistique II > Statistique: approfondissement / Vertiefungskurs Statistik
MiBa - Business Communication : Economics - 60 ECTS
Version: 2022/SA_V01
Economics - 30 ECTS > Bachelor level elective course - 6 ECTS > Elective courses BA SES
MiBa - Economics - 30 ECTS
Version: 2009/SA_V01
Cours facultatifs à choisir: Cours bachelor (sans cours de langue) de la Faculté des sciences économiques et sociales > Elective courses BA SES
MiBa - Economie politique - 60 ECTS
Version: 2009/SA_V01
Cours obligatoires à choixCours facultatifs à choisir: Cours bachelor (sans cours de langue) de la Faculté des sciences économiques et sociales > Elective courses BA SES
Psychology 180
Version: SA19_BA_fr_de_bil_v02
Module 11 > M11 Soft skills
Slavic Studies 120
Version: SA15_BA_slav_V01
Module 9: Compétences transversales et complémentaires
Slavic Studies 120
Version: SA15_BA_slav_V02
Module 9: Compétences transversales et complémentaires