## Tag Archives: Statistics

## R Resources

# Introduction

This page includes resource to resolve problems using the R statistics language.

## One Page R: A Survival Guide to Data Science with R

“*A collection of useful one-page resources for a data miner, data scientist, and/or a decision scientist. The modules include code, lectures, and one-page recipes for getting things done.*” (Kdnuggets, 2014).

Link: http://www.kdnuggets.com/2014/02/one-page-r-survival-guide-data-science-with-r.html

# References

Kdnuggets. http://www.kdnuggets.com/2014/02/one-page-r-survival-guide-data-science-with-r.html, Available 2014.

## David Mease Videos Statistical Aspects of Data Mining

A big deal of researches are point out the videos of David Mease as a good source for learning statistic applied to Data Mining using R. If you want to try it out, take a look at his play list on Youtube here.

I took the Mathematical Biostatistics Boot Camp 1 last offering and I found it great. Now a new version of this course Mathematical Biostatistics Boot Camp 2 starts next week and it is an opportunity to continue interacting with great courses.

Information about the course is found below (**retrieved from the course website**).

## About the Course

## Course Syllabus

- Hypothesis Testing
- Power and sample size and two group tests
- Tests for binomial proportions
- Two sample binomial tests, delta method
- Fisher’s exact tests, Chi-squared tests
- Simpson’s paradox, confounding
- Retrospective case-control studies, exact inference for the odds ratio
- Methods for matched pairs, McNemar’s, conditional versus marginal odds ratios
- Non-parametric tests, permutation tests
- Inference for Poisson counts
- Multiplicity