Probability and statistics

Introduction

Probability and statistics play a important role in industrial processes, take decisions and as a language to another fields as game theory or econometrics.

Slides

Content
Material	Description
Introduction to probability, counting and bayes theorem.	Introduction to couting, probability, independence, bayes theorem.
Distributions and sampling.	Introduction to normal and binomial distribution, central limit theorem.
Confidence intervals	Confidence interval for mean and proportions
P-value	Introduction to the idea of statistical significance
ANOVA	Introduction to analysis of variance
Survival Analysis	Introduction to Surival

Simulations

Pi simulation

In this section you will find some simulations that could be very useful.

You could think the following

\(\pi\) is a wonderful number:

\begin{equation} \pi = D/P \end{equation}

implementation:
- Pi simulation in python

Linconl - Petersen

Imagine that do you wan to know how many foxy there are, or the numner of hypopotamus that are in colombia you can uses the method of capture and recapture.

\[ \hat{N} = \frac{k1 * k2}{recounter} \]