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...

Collecting and analyzing binomial data

17 Jul 2020 | Software (On-site) | Contributor(s): Suann Yang, Darcy Taniguchi, Jenny Hazlehurst

In this tool, students watch an Internet cat video, collect binomial data on cat paw usage, and graph and analyze the data with a binomial test in R using the swirl package.

Cookbook for R

10 Jan 2015 | Teaching & Reference Material | Contributor(s): Winston Chang

This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/780The goal of the cookbook is to provide solutions to common tasks and problems in analyzing data.

Counting the Forest and the Trees: Quantitative Undergraduate Biology Education and Synthesis (QUBES) is a tool for Vision and Change

27 Jul 2015 | Teaching & Reference Material | Contributor(s): DorothyBelle Poli

This resource has been updated - find the current version here: https://qubeshub.org/publications/228/Vision and Change stressed the importance of quantitative skills for the future of science in the United States. In response to this plea, biologists and mathematicians came together to...

Course materials for computational genomics using R

19 Nov 2015 | Teaching & Reference Material | Contributor(s): Hong Qin

This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/907The R code and data are deposited at Github: https://github.com/hongqin/RCompBio 

Data Analysis for the Life Sciences

25 Sep 2015 | Teaching & Reference Material | Contributor(s): Rafael A Irizarry, Michael I Love

This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/841An online stats book written completely in R!From the authors:"Data analysis is now part of practically every research project in the life sciences. In this...

Data Nuggets - Bringing Real Data into the Classroom to Unearth Students' Quantitative & Inquiry Skills

22 Jan 2015 | Teaching & Reference Material | Contributor(s): MK Kjelvik, EH Schultheis

Data Nuggets are narratives about real research, featuring the principal scientist, that include data students can analyze.   Right now they are aimed at K-12 students, but many topics covered are taught in college courses, and there is no limit to what mathematical or statistical concepts...

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...

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...

Drivers of Avian Local Species Richness: Continental-Scale Gradients, Regional Landscape, or Local Land Cover?

27 Mar 2015 | Teaching & Reference Material | Contributor(s): Tom Langen

This resource has been updated - find the current version here: https://qubeshub.org/publications/269An ecology laboratory focusing upon the concept of species richness and its study.From the module:  Students learn how to test hypotheses related to the local, regional, and continental...

E. coli Citrate Use

24 Aug 2015 | Teaching & Reference Material

This resource has been updated - find the current version here: https://qubeshub.org/publications/357Bacteria are excellent model organisms for studying evolution.  They are easy to grow, maintain, and handle under very controlled conditions.  Even more importantly for evolution...

Ecology and Epidemiology in R

09 May 2015 | Teaching & Reference Material

This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/837

Free Introduction to R Course at 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/914In this introduction to R, you will master the basics of this beautiful open source language, including factors, lists and data frames. With the knowledge gained in this...

Google Charts Example - Bubble

18 May 2018 | Software (On-site)

This is the "bubble" example from Joe Cheng's Google Charts package.

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...

IMMERSION Video

27 Jul 2017 | Teaching & Reference Material | Contributor(s): Alondra Torres-Navarro

Integrating Natural History Collections into Undergraduate Education: Creating the Resources and Growing the Community

14 Nov 2016 | Teaching & Reference Material | Contributor(s): Anna Monfils, Libby Ellwood, Debra Linton, Molly Phillips, Joseph A. Cook, Joseph Kerski, Tracy Barbaro, Sam S Donovan, Karen Powers, L. Alan Prather, Rob Guralnick

This resource has been updated - find the current version here: https://qubeshub.org/publications/328Natural history collection specimens and associated data provide unique physical and virtual opportunities to engage students in the practice of science in authentic, place-based lessons. We...

Integrating student research projects into mathematical biology courses

21 Oct 2015 | Teaching & Reference Material | Contributor(s): Elissa Schwartz

This resource has been updated - find the current version here: https://qubeshub.org/publications/256Interdisciplinary mathematical biology courses have particular challenges. Specific teaching methods are necessary in order to engage students with varying levels of competency in mathematics...

IPMpack: an R package for Integral Projection Models

19 Jan 2015 | Software (Off-site) | Contributor(s): C. Jessica E. Metcalf, Sean M. McMahon, Roberto Salguero-Gómez, Eelke Jongejans, Cory Merow

This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/779IPMpack is an R package (R Development Core Team 2013) that allows users to build and analyse Integral Projection Models. An IPM is a demographic tool to explore the...

IPMpack: an R package for Integral Projection Models

19 Jan 2015 | Software (Off-site) | Contributor(s): C. Jessica E. Metcalf, Sean M. McMahon, Roberto Salguero-Gómez, Eelke Jongejans, Cory Merow

This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/779IPMpack is an R package (R Development Core Team 2013) that allows users to build and analyse Integral Projection Models. An IPM is a demographic tool to explore the...