# Directory: ats606/

A collection of routines used for ATS606, Data Analysis for Atmospheric Scientists at UAH.

### Getting the routines

 https://pmbitzer@bitbucket.org/pmbitzer/ats606.git
or if you prefer SSH:
 git@bitbucket.org:pmbitzer/ats606.git 

Follow changes to this repo via G+: or the RSS feed. Use the standard git pull to update.

## Contents

### .pro files

ats606_chi2_example.pro

This routine illustrates how to find the best fit parameters via $\chi^2$ minimization.

ats_binomial_example.pro

This routine plots a binomial distribution for a given number of trials N and probability of success p.

ats_mc_integrate_example.pro

In ATS606, we discuss how to integrate a function that is not analytically integrable.

ats_mcmc__define.pro

This object can be used to estimate the PDFs of parameters that best fit a model using the Markov Chain Monte Carlo (MCMC) method.

ats_random_walk.pro

A simple one dimensional random walk is an example of a Markov Chain.

pmb_logistic_regression.pro

This routine performs logistic regression for a simple linear model.

pmb_meshgrid.pro