Number of hours
- Lectures 12.0
- Projects -
- Tutorials -
- Internship -
- Laboratory works 12.0
- Written tests 3.0
ECTS
ECTS 0.5
Goal(s)
Introduction to inferential statistics: descriptive statistics, comparisons, simple regression.
inferential tests and linear regression on concrete cases of the health field under R.
Content(s)
(1) Introduction to R.
(2) Introduction to statistics: descriptive statistics; concept of hypothesis testing, probabilistic events, variance, p-value and risk.
(3) Statistical tests: discussion about the p-value; conditions of validity, adequacy testing, fit testing, homogeneity tests and association tests, comparisons of means, variances, distributions, parametric and nonparametric tests; Chi squared.
(4) Regression and correlation: introduction to data fitting and statistical modeling, linear regression, correlation, quality of regression, tests on the regression.
Calendar
The course exists in the following branches:
- Curriculum - TIS - Semester 6
Additional Information
Course ID : KATI6M17
Course language(s): 
You can find this course among all other courses.
Bibliography
Maxi fiches de Statistique pour les scientifiques en 80 fiches, F. Bertrand & M. Maumy-Bertrand, Dunod.
Introductory Statistics with R, P. Dalgaard, Springer.