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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...
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A Laboratory Class Exploring Microbial Diversity and Evolution Using Online Databases, the Biology Workbench, and Phylogenetics Software
29 Sep 2015 | Teaching & Reference Material | Contributor(s): Sarah Boomer, Kelly Shipley, Bryan Dutton, Daniel Lodge
Students assemble and align bacterial datasets using DNA information downloaded from the National Center for Biotechnology Information website and Biology Workbench. Specifically, they compare unknown original DNA sequences (from, in our case, hot spring communities) to a backbone of...
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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...
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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...
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Avida-ED Lab Book Summer 2017
27 Jul 2017 | Teaching & Reference Material | Contributor(s): Wendy Johnson, Cory Kohn, Amy Lark, Louise Mead, Robert T Pennock, Jim Smith, Michael James Wiser
The Summer 2017 version of the Avida-ED Lab Manual includes the addition of an exercise that covers genetic drift (Exercise 4: Exploring Population Change Without Selection)
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BioRadiant
19 May 2015 | Software (On-site) | Contributor(s): Drew LaMar
Interactive statistics package using R and Shiny.
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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...
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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...
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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...
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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...
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Introduction to Genome Browser: What is a Gene?
21 Feb 2018 | Teaching & Reference Material | Contributor(s): Joyce Stamm
This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/850 Genes encode information that our cells use to carry out their functions. In particular,...
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Introduction to Probability, Statistics, and Random Processes
07 Nov 2016 | Teaching & Reference Material | Contributor(s): Hossein Pishro-Nik
This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/896Check out the textbook called Introduction to Probability, Statistics, and Random Processes by Hossein Pishro-Nik. From the website: "It is an open access...
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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...
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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...
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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...
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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.
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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...
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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...
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QUBES: a community focused on supporting teaching and learning in quantitative biology
30 Jul 2015 | Teaching & Reference Material | Contributor(s): Sam S Donovan, Carrie Diaz Eaton, Tom Gower, Kristin Jenkins, Drew LaMar, DorothyBelle Poli, Bob Sheehy, Jeremy M Wojdak
This resource has been updated - find the current version here: https://qubeshub.org/publications/226This letter provides an overview of the Quantitative Undergraduate Biology Education and Synthesis (QUBES) Project funded through the National Science Foundation. The project has five...
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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.