50 years of Data Science

23 Feb 2016 | Teaching & Reference Material | Contributor(s): David Donoho

This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/912More than 50 years ago, John Tukey called for a reformation of academic statistics. In ‘The Future of Data Analysis’, he pointed to the existence of an as-yet...

A very basic tutorial for performing linear mixed effects analyses: Tutorial 2

24 Apr 2015 | Teaching & Reference Material | Contributor(s): Bodo Winter

This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/833This tutorial serves as a quick boot camp to jump-start your own analyses with linear mixed effects models. This text is different from other introductions by being decidedly...

AIMS- Analyzing Images to learn Mathematics and Statistics - studying leaf cutter ants to learn linear regression

15 Jan 2015 | Teaching & Reference Material | Contributor(s): Jeremy M Wojdak

This resource has been updated - find the current version here: https://qubeshub.org/publications/239This is a teaching resource that uses fascinating images and videos of leaf cutter ants foraging in Panama to provide an engaging context for students to learn about mathematics and...

BioRadiant

19 May 2015 | Software (On-site) | Contributor(s): Drew LaMar

Interactive statistics package using R and Shiny.

CATALST - Change Agents for Teaching and Learning Statistics

22 Jan 2015 | Teaching & Reference Material | Contributor(s): Joan Garfield, Robert delMas, Andrew Zieffler, Allan Rossman, Beth Chance, John Holcomb, George Cobb

From the project website: "This project uses the acronym CATALST (Change Agents for Teaching and Learning Statistics) to represent the goal of accelerating change in the teaching and learning of statistics. The changes we are working towards are in both content and pedagogy. Our focus is the...

Chi-Square Test video

12 Jan 2015 | Teaching & Reference Material | Contributor(s): Bozeman Science, Paul Andersen

This 12-minute video describes what a chi-square analysis is and illustrates 3 examples of how to perform one, increasing in complexity. The video starts with the classic example of a coin toss, then rolling die, and finally, with  realistic ecological...

DataCamp

06 Nov 2016 | Teaching & Reference Material | Contributor(s): Drew LaMar

This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/913The Easiest Way to Learn Data Science OnlineMaster data analysis from the comfort of your browser, at your own pace, tailored to your needs and expertise. Whether...

HHMI Teacher Guide: Math and Statistics

23 Sep 2015 | Teaching & Reference Material | Contributor(s): Paul Strode, Ann Brokaw

This resource has been updated - find the current version here: https://qubeshub.org/publications/342Topics include measures of average (mean, median, and mode), variability (range and standard deviation), uncertainty (standard error and 95% confidence interval), Chi-square analysis, student...

Java Applets for Power and Sample Size

10 Mar 2015 | Software (Off-site) | Contributor(s): Russell Lenth

This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/899From the website:This software is intended to be useful in planning statistical studies.  It is not intended to be used for analysis of data that have already been...

Linear models and linear mixed effects models in R: Tutorial 1

24 Apr 2015 | Teaching & Reference Material | Contributor(s): Bodo Winter

This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/832Linear models and linear mixed models are an impressively powerful and flexible tool for understanding the world. This tutorial is the first of two tutorials that introduce...

Modernizing Statistics Education via Biology Applications

21 Oct 2015 | Teaching & Reference Material | Contributor(s): Olcay Akman

This resource has been updated - find the current version here: https://qubeshub.org/publications/254In most traditional statistics courses, instructors use data from different fields in an effort to give the courses an interdisciplinary flavor. They generally fail because these attempts...

Numbers Count!: Statistics course

28 Mar 2015 | Teaching & Reference Material | Contributor(s): Claudia Neuhauser

This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/750This course in the Numbers Count! curriculum introduces the basics of statistical analysis, including basic definitions, data visualization, and application. 

OpenIntro

24 Jan 2015 | Teaching & Reference Material

This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/889OpenIntro was started with one goal in mind: create a free and open-source introductory textbook. The mission of OpenIntro is to make educational products that...

Project MOSAIC

23 Jan 2015 | Teaching & Reference Material | Contributor(s): Daniel Kaplan, Karl-Dieter Crisman, Nicholas Horton, Eric Marland, Randall Pruim

This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/825From the project website: Project MOSAIC is a community of educators working to develop a new way to introduce mathematics, statistics, computation and modeling...

R Commander

04 Sep 2015 | Software (On-site) | Contributor(s): Drew LaMar

R provides a powerful and comprehensive system for analysing data and when used in conjunction with the R-commander (a graphical user interface, commonly known as Rcmdr) it also provides one that is easy and intuitive to use.

Radiant

16 Sep 2015 | Software (On-site)

Business analytics using R and Shiny.

Radiant Lite

24 Jul 2019 | Software (On-site) | Contributor(s): Drew LaMar

Stripped down version of Radiant on QUBES

RStudio IDE for R

22 Jan 2015 | Software (On-site)

RStudio is a GUI for R, the statistical programming language.

Statistical Power for One-Sample t-Test

18 May 2015 | Software (On-site) | Contributor(s): Drew LaMar

Interactive visualization of statistical power for a one-sample t-test.

Statistics for biologists

12 Feb 2015 | Teaching & Reference Material

This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/897There is no disputing the importance of statistical analysis in biological research, but too often it is considered only after an experiment is completed, when it may be too...