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Basic statistics for experimental analysis

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Special:RecentChangesLinked/Basic statistics for experimental analysis > Basic statistics for experimental analysis > ASAR Experimental Setup > Basic statistics for experimental analysis

Contents

1 Probability theory with examples
2 Basic Concepts
- 2.1 Probability distribution functions
  - 2.1.1 Discrete PDFs
  - 2.1.2 Continuous PDFs
3 Bayes Theorem with applications
- 3.1 Theorem Formulation
- 3.2 Bayesian Networks
4 Statistical hypotheses testing

Probability theory with examples

Basic Concepts

[[]]

Probability distribution functions

Discrete PDFs

[[]]

Continuous PDFs

Bayes Theorem with applications

Theorem Formulation

Bayesian Networks

Naïve Bayes
...

Statistical hypotheses testing

Basics

Confidence intervals
...

Tests types

...

Multivariate analysis introduction

Principal Component Analysis

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