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Spatial Statistics in R: An Introductory Tutorial with Examples
ChannelSalt Lake City R Users GroupDescription from the creator
The video recording of our February Salt Lake City R Users Group meeting with presenter Candace Berrett from BYU
Spatial statistics is a broad and ever-growing field of research. Almost equally expansive are the R packages available for working in this area. Rather than trying to cover all types of spatial analyses and all available packages, this talk will focus on a few common types of analyses and give the listener exposure to a broad selection of others. Specifically, this talk will focus on prediction and regression for geostatistical and areal data in R -- including topics such as kriging and large data -- and will give just snapshots of analyses for point pattern data in R.
Candace Berrett is an associate professor in the Department of Statistics at Brigham Young University. Her main research focuses on spatial and spatio-temporal statistics for environmental and epidemiological applications. When she's not busy trying to make pretty plots in R, she's often found in the mountains, on the beach, or hiding in her room reading.
Candace's BYU Faculty Page: statistics.byu.edu/directory/berrett-candace
Our Meetup Page: meetup.com/slc-rug
Spatial statistics is a broad and ever-growing field of research. Almost equally expansive are the R packages available for working in this area. Rather than trying to cover all types of spatial analyses and all available packages, this talk will focus on a few common types of analyses and give the listener exposure to a broad selection of others. Specifically, this talk will focus on prediction and regression for geostatistical and areal data in R -- including topics such as kriging and large data -- and will give just snapshots of analyses for point pattern data in R.
Candace Berrett is an associate professor in the Department of Statistics at Brigham Young University. Her main research focuses on spatial and spatio-temporal statistics for environmental and epidemiological applications. When she's not busy trying to make pretty plots in R, she's often found in the mountains, on the beach, or hiding in her room reading.
Candace's BYU Faculty Page: statistics.byu.edu/directory/berrett-candace
Our Meetup Page: meetup.com/slc-rug
About this tutorial
Salt Lake City R Users Group published this 53:33 video tutorial on October 29, 2019. It has been watched 19,428 times on YouTube.
- Channel
- Salt Lake City R Users Group
- Category
- Science & Technology
- Duration
- 53:33
- Published
- October 29, 2019
- Views
- 19,428
- Likes
- 399
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