QUBES - Resources: All

This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/915Python is a general-purpose programming language that is becoming more and more popular for doing data science. Companies worldwide are using Python to harvest insights from...

Free Introduction to R Course at DataCamp

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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...

DataCamp

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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

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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...

50 years of Data Science

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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...

50 years of Data Science

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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...

Modernizing Statistics Education via Biology Applications

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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...

A Laboratory Class Exploring Microbial Diversity and Evolution Using Online Databases, the Biology Workbench, and Phylogenetics Software

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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...

HHMI Teacher Guide: Math and Statistics

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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...

R Commander

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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.

E. coli Citrate Use

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11 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...

Monkey Opsins

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11 Aug 2015 | Teaching & Reference Material

This resource has been updated - find the current version here: https://qubeshub.org/publications/356Humans have trichromatic vision. Our eyes detect colors in the visible range of the spectrum using three different cone cell types, each maximally stimulated by a different wavelength of...

BioRadiant

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

Interactive statistics package using R and Shiny.

Statistical Power for One-Sample t-Test

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

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

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

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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...

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

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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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