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An Introduction to Statistical Learning: with Applications in R
10 Jul 2015 | | Contributor(s):: Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani
This resource has been updated - find the current version here:https://qubeshub.org/qubesresources/publications/847From the book website:This book provides an introduction to statistical learning methods. It is aimed for upper level undergraduate students,...
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An Introduction to Statistical Learning: with Applications in R
23 Oct 2018 | Teaching Materials | Contributor(s):
By Gareth James1, Daniela Witten2, Trevor Hastie3, Robert Tibshirani3
1. University of Southern California 2. University of Washington 3. Stanford University
This book provides an introduction to statistical learning methods and is aimed for upper level undergraduate students, masters students and Ph.D. students in the non-mathematical sciences.
https://qubeshub.org/publications/847/?v=1
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An Introduction to the R Programming Environment
04 Jan 2019 | Teaching Materials | Contributor(s):
By K. A. Garrett1, P. D. Esker1, A. H. Sparks1
Kansas State University
An online module introducing students and biologists to R, published in American Phytopathological Society
https://qubeshub.org/publications/1002/?v=1
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An Introduction to the R Programming Environment
02 Jun 2021 | Teaching Materials | Contributor(s):
By K. A. Garrett1, P. D. Esker1, A. H. Sparks1
Kansas State University
An online module introducing students and biologists to R, published in American Phytopathological Society
https://qubeshub.org/publications/1002/?v=2
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Analyzing Nutrient Simulation Experiments with a one-way ANOVA
09 Jun 2020 | Teaching Materials | Contributor(s):
By Rebecca North
We discuss what tests are appropriate to analyze the data from nutrient simulation experiments. They will conduct one-way ANOVAs and a post hoc test using a dummy dataset and interpret the results.
https://qubeshub.org/publications/1900/?v=1
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Angie Hilliker
https://qubeshub.org/community/members/22213
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Biostatistics using R: A Laboratory Manual
22 Jan 2021 | Teaching Materials | Contributor(s):
By Raisa Hernández-Pacheco1, Alexis A Diaz1
California State University-Long Beach
Biostatistics Using R: A Laboratory Manual was created with the goals of providing biological content to lab sessions by using authentic research data and introducing R programming language to...
https://qubeshub.org/publications/2213/?v=1
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Chapter 10: Two-way analysis of variance
23 Dec 2020 | Teaching Materials | Contributor(s):
By Raisa Hernández-Pacheco1, Alexis A Diaz1
California State University-Long Beach
Biostatistics Using R: A Laboratory Manual was created with the goals of providing biological content to lab sessions by using authentic research data and introducing R programming language....
https://qubeshub.org/publications/2211/?v=1
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Chapter 1: Introduction to R and RStudio
23 Dec 2020 | Teaching Materials | Contributor(s):
By Raisa Hernández-Pacheco1, Alexis A Diaz1
California State University-Long Beach
Biostatistics Using R: A Laboratory Manual was created with the goals of providing biological content to lab sessions by using authentic research data and introducing R programming language....
https://qubeshub.org/publications/2202/?v=1
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Chapter 2: Data sampling, accuracy, and precision
23 Dec 2020 | Teaching Materials | Contributor(s):
By Raisa Hernández-Pacheco1, Alexis A Diaz1
California State University-Long Beach
Biostatistics Using R: A Laboratory Manual was created with the goals of providing biological content to lab sessions by using authentic research data and introducing R programming language....
https://qubeshub.org/publications/2203/?v=1
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Chapter 3: Visualizing data
23 Dec 2020 | Teaching Materials | Contributor(s):
By Raisa Hernández-Pacheco1, Alexis A Diaz1
California State University-Long Beach
Biostatistics Using R: A Laboratory Manual was created with the goals of providing biological content to lab sessions by using authentic research data and introducing R programming language....
https://qubeshub.org/publications/2204/?v=1
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Chapter 4: Probability distributions
23 Dec 2020 | Teaching Materials | Contributor(s):
By Raisa Hernández-Pacheco1, Alexis A Diaz1
California State University-Long Beach
Biostatistics Using R: A Laboratory Manual was created with the goals of providing biological content to lab sessions by using authentic research data and introducing R programming language....
https://qubeshub.org/publications/2205/?v=1
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Chapter 5: Hypothesis testing
23 Dec 2020 | Teaching Materials | Contributor(s):
By Raisa Hernández-Pacheco1, Alexis A Diaz1
California State University-Long Beach
Biostatistics Using R: A Laboratory Manual was created with the goals of providing biological content to lab sessions by using authentic research data and introducing R programming language....
https://qubeshub.org/publications/2206/?v=1
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Chapter 6: Population proportions and the binomial distribution
23 Dec 2020 | Teaching Materials | Contributor(s):
By Raisa Hernández-Pacheco1, Alexis A Diaz1
California State University-Long Beach
Biostatistics Using R: A Laboratory Manual was created with the goals of providing biological content to lab sessions by using authentic research data and introducing R programming language....
https://qubeshub.org/publications/2207/?v=1
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Chapter 7: The normal distribution
23 Dec 2020 | Teaching Materials | Contributor(s):
By Raisa Hernández-Pacheco1, Alexis A Diaz1
California State University-Long Beach
Biostatistics Using R: A Laboratory Manual was created with the goals of providing biological content to lab sessions by using authentic research data and introducing R programming language....
https://qubeshub.org/publications/2208/?v=1
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Chapter 8: Comparing two means: the t-test
23 Dec 2020 | Teaching Materials | Contributor(s):
By Raisa Hernández-Pacheco1, Alexis A Diaz1
California State University-Long Beach
Biostatistics Using R: A Laboratory Manual was created with the goals of providing biological content to lab sessions by using authentic research data and introducing R programming language....
https://qubeshub.org/publications/2209/?v=1
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Chapter 9: One-way analysis of variance
23 Dec 2020 | Teaching Materials | Contributor(s):
By Raisa Hernández-Pacheco1, Alexis A Diaz1
California State University-Long Beach
Biostatistics Using R: A Laboratory Manual was created with the goals of providing biological content to lab sessions by using authentic research data and introducing R programming language....
https://qubeshub.org/publications/2210/?v=1
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Checking Normality in R with swirl
13 Jan 2020 | Teaching Materials | Contributor(s):
By Bill Morgan
The College of Wooster
How to use the "three-prong" approach to check for normality
https://qubeshub.org/publications/1740/?v=1
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Conducting Analysis of Variance (ANOVA) in R with swirl
13 Jan 2020 | Teaching Materials | Contributor(s):
By Kevin Geyer
Young Harris College
This lesson offers an introduction to ANOVA, including 1) how this statistical test can be differentiated from others and 2) a step-by-step guide to conducting and interpreting ANOVA results in R,...
https://qubeshub.org/publications/1742/?v=1
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Earth Analytics in R Course
15 Oct 2019 | Teaching Materials | Contributor(s):
By Leah Wasser
Earth Lab - University of Colorado, Boulder
Earth analytics is an advanced, multidisciplinary course that addresses major questions in Earth science and teaches students to use the analytical tools necessary to undertake exploration of...
https://qubeshub.org/publications/1439/?v=1