Modeling Changes in Probability of Presence of Myotis lucifugus Due to White Nose Syndrome: An Introduction to Logistic Regression in R
Author(s): Mary Roseblock
Virginia Commonwealth University
721 total view(s), 500 download(s)
Summary:
In this lesson, students will learn more about the wildlife disease known as white nose syndrome and how it affects certain bat species more than others. Students will learn about the important ecosystem services bats provide and why bat…
Contents:
- 1white_nose_syndrome_pitch.pptx(PPTX | 8 MB)
- 2white_nose_syndrome_pitch.mp4(MP4 | 45 MB)
- 3WNS_Student_Version.pdf(PDF | 701 KB)
- 4wns_lesson_student_version.Rmd(RMD | 6 KB)
- 5bat_count_data.csv(CSV | 87 KB)
- 6 Ecology and Evolution 2021 Johnson Long term changes in occurrence relative abundance and reproductive fitness of 1.pdf(PDF | 2 MB)
- 7wns_lesson_instructor_version.Rmd(RMD | 7 KB)
- 8WNS_instructor_Version.docx(DOCX | 2 MB)
- 9WNS_instructor_Version.pdf(PDF | 701 KB)
- 10WNS_Student_Version.docx(DOCX | 2 MB)
- License terms
Description
Using data from a previously published paper, Long-term changes in occurrence, relative abundance, and reproductive fitness of bat species in relation to arrival of White-nose Syndrome in West Virginia, USA, students will learn more about the impact WNS has had on certain bat species. This lesson will show students how to fit a logistic regression model, assess the fit of the model, and how to interpret the coefficients.
Notes
The final graphs in the instructor and student handouts were updated. The original graphs in the handouts were not jittered to match the R code.
Cite this work
Researchers should cite this work as follows:
- Mary Roseblock (2023). Modeling Changes in Probability of Presence of Myotis lucifugus Due to White Nose Syndrome: An Introduction to Logistic Regression in R. VCU Environmental Research Methods, (Version 2.0). QUBES Educational Resources. doi:10.25334/HGYA-ZB07