biostatistics-r-labs
A collection of introductory lab modules for undergraduate and graduate students, focused on biostatistical computing in R and R Studio.
Science Score: 44.0%
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○Scientific vocabulary similarity
Low similarity (6.1%) to scientific vocabulary
Repository
A collection of introductory lab modules for undergraduate and graduate students, focused on biostatistical computing in R and R Studio.
Basic Info
- Host: GitHub
- Owner: DKoenemann
- License: unlicense
- Default Branch: main
- Size: 20.5 MB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 1
Metadata Files
README.md
Biostatistics-R-Labs
A collection of introductory lab modules for undergraduate and graduate students, focused on biostatistical computing in R and R Studio.
This repository includes all the files and information necessary to "run" this series of labs over the course of a typical American university semester.
In this repository, you will find a zipped folder ("DataSets.zip") containing all of the datasets used by the lab modules. These datasets are derived from uploads to Dryad, R datasets, and my own personal datasets. Citations for each of the datasets are found in the this same folder.
In this repository, each lab module is uploaded as its own file in .docx format.
Lab1Generic.docx - Installing R and R Studio, installing foundational packages
Lab2Generic.docx - A tour of R Studio, executing commands, reading data
Lab3Generic.docx - Data Types, Conversion, and Manipulation; The Pipe, dplyr
Lab4Generic.docx - dplyr, Filtering, Grouping, Summarizing, Arranging, Selecting
Lab5Generic.docx - Visualization, ggplot2 (Boxplots, Histograms), Colors
Lab6Generic.docx - More ggplot2 (Scatter Plots, Facets, Coord Flips, Chart Labels)
Lab7Generic.docx - Confidence Intervals, t-Tests in R, Multiple Tests
Lab8Generic.docx - More dplyr (Mutate and Data Transformations)
Lab9Generic.docx - More ggplot2 (geom_jitter, violin, etc.)
Lab10Generic.docx - ANOVA in R
Lab11Generic.docx - Data Manipulation and Cleaning Interlude, tidyr
Lab12Generic.docx - Regression in R, Plotting Regression Lines in ggplot2
Lab13Generic.docx - Programming, Scripting, and Reproducibility
Lab14Generic.docx - Explore User-Generated R Packages
Citation (CITATION.cff)
cff-version: 1.2.0 message: "If you use these labs, please cite them as below." authors: - family-names: "Koenemann" given-names: "Daniel" orcid: "https://orcid.org/0000-0002-3094-6994" title: "Biostatistics-R-Labs" version: 1.0.0 doi: 10.5281/zenodo.7117541 date-released: 2022-09-15 url: "https://github.com/DKoenemann/Biostatistics-R-Labs"