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Introduction to Statistics
This category contains training sessions in statistics intended for neophytes. They are also intended for people who have not used statistical methods for a long time and who wish to attend a painless refresher on fundamental concepts and methods.
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Summary
Length (days)
Fundamental Tools in Statistics
This hands-on workshop offers an introduction to the fundamental principles & concepts in statistics.
The first part covers classical and more recent exploratory data analysis (EDA) techniques to describe data with numerical and graphical tools. The various uses of these methods like outlier detection is presented.
The second part addresses, with the help of real-life examples, the principles underlying statistical testing and decision-making in the presence of uncertainty. It covers risks involved (alpha and beta), p-values and statistical significance. The use and interpretation of confidence intervals is also discussed.
This course can serve as an introductory class or a refresher and provides a solid basis for all other courses.
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