Course Details
Country:
Netherlands
Institution:
Free University of Amsterdam
Course Title:
Statistical Data Analysis
Course Number:
X_401029
Course Description:
This is an advanced level statistical data analysis course that builds on introductory courses on probability and statistics, e.g. Statistics (X_400004) and Probability Theory (X_400622). The course introduces the students to several widely used statistical models and methods, and the students learn how to apply these tools to real data with the use of the statistical software R. The following topics are covered:
summarizing data;
investigating the distribution of data;
density estimation;
bootstrap;
nonparametric methods;
two-sample problems;
contingency tables;
multiple linear regression.
The course is a combination of theory (lectures) and practice (exercise classes), with the aim to directly link the theory to the practice of statistical data analysis.
Language:
English
Approved Equivalent:
STAT 3---
Attachment Files:
Studyguide (17)_3.pdf
