Toryn Schafer
Toryn Schafer
Publications
Teaching and Outreach
CV
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Haoxuan Wu
,
Toryn L.J. Schafer
,
David S. Matteson
(2024).
Trend and Variance Adaptive Bayesian Changepoint Analysis and Local Outlier Scoring
. Journal of Business & Economic Statistics, (0),
pp. 1–21
,
https://doi.org/10.1080/07350015.2024.2362269
.
Haoxuan Wu
,
Toryn L. J. Schafer
,
Sean Ryan
,
David S. Matteson
(2024).
Drift vs Shift: Decoupling Trends and Changepoint Analysis
. Technometrics, (0),
pp. 1–16
,
https://doi.org/10.1080/00401706.2024.2365730
.
Stephanie A. Cunningham
,
Toryn L. J. Schafer
,
Christopher K. Wikle
,
Jay A. VonBank
,
Bart M. Ballard
,
Lei Cao
,
Stuart Bearhop
,
Anthony D. Fox
,
Geoff M. Hilton
,
Alyn J. Walsh
,
Larry R. Griffin
,
Mitch D. Weegman
(2023).
Time-varying effects of local weather on behavior and probability of breeding deferral in two Arctic-nesting goose populations
. Oecologia, (201),
pp. 369–383
,
https://doi.org/10.1007/s00442-022-05300-x
.
Toryn L. J. Schafer
,
David S. Matteson
(2023).
Locally Adaptive Shrinkage Priors for Trends and Breaks in Count Time Series
. NA.
Jay A. VonBank
,
Toryn L. J. Schafer
,
Stephanie A. Cunningham
,
Mitch D. Weegman
,
Paul T. Link
,
Kevin J. Kraai
,
Christopher K. Wikle
,
Daniel P. Collins
,
Lei Cao
,
Bart M. Ballard
(2023).
Joint use of location and acceleration data reveals influences on transitions among habitats in wintering birds
. Scientific Reports, (13),
pp. 2132
,
https://doi.org/10.1038/s41598-023-28937-x
.
Matthew Davidow
,
Toryn L. J. Schafer
,
Cory Merow
,
Judy Che-Castaldo
,
Marie-Christine Duker
,
Emily Feng
,
David S. Matteson
(2023).
Clustering future scenarios based on predicted range maps
. Methods in Ecology and Evolution, (14),
pp. 1346-1360
,
https://doi.org/https://doi.org/10.1111/2041-210X.14080
.
Olukunle O. Owolabi
,
Toryn L. J. Schafer
,
G.E. Smits
,
S. Sengupta
,
S. Ryan
,
Lan Wang
,
David S. Matteson
,
Mila Getmansky Sherman
,
Deborah A. Sunter
(2022).
Role of variable renewable energy penetration on electricity price and its volatility across independent system operators in the United States
. Data Science in Science.
Preprint
Alexander R. Schindler
,
Stephanie A. Cunningham
,
Toryn L. J. Schafer
,
Emily A. Sinnott
,
Sarah J. Clements
,
Frances M. DiDonato
,
Alisha R. Mosloff
,
Clay M. Walters
,
Amy A. Shipley
,
Mitch D. Weegman
,
Qing Zhao
(2022).
Joint analysis of structured and semi-structured community science data improves precision of relative abundance but not trends in birds
. Scientific Reports, (12),
pp. 20289
,
https://doi.org/10.1038/s41598-022-23603-0
.
Matthew Davidow
,
Cory Merow
,
Judy Che-Castaldo
,
Toryn L. J. Schafer
,
Marie-Christine Duker
,
Derek Corcoran
,
David Matteson
(2022).
Clustering Future Scenarios Based on Predicted Range Maps
. Accepted at Methods for Ecology and Evolution.
Preprint
Toryn L. J. Schafer
,
Christopher K. Wikle
,
Mevin B. Hooten
(2022).
Bayesian Inverse Reinforcement Learning for Collective Animal Movement
. The Annals of Applied Statistics, (16),
pp. 999 – 1013
,
https://doi.org/10.1214/21-AOAS1529
.
Preprint
PDF
Mei-Ling E Feng
,
Olukunle O Owolabi
,
Toryn L J Schafer
,
Sanhita Sengupta
,
Lan Wang
,
David S Matteson
,
Judy P Che-Castaldo
,
Deborah A Sunter
(2022).
Analysis of animal-related electric outages using species distribution models and community science data
. Environmental Research: Ecology, (1),
pp. 011004
,
https://doi.org/10.1088/2752-664X/ac7eb5
.
Mei-Ling E. Feng
,
Olukunle O. Owolabi
,
Toryn L. J. Schafer
,
Sanhita Sengupta
,
Lan Wang
,
David S. Matteson
,
Judy P. Che-Castaldo
,
Deborah A. Sunter
(2022).
Analysis of animal-related electric outages using species distribution models and community science data
. Environmental Research: Ecology.
Preprint
PDF
Toryn L. J. Schafer
,
Ryan M. McGranaghan
,
Mila Getmansky Sherman
,
Mei-Ling E. Feng
,
Olukunle O. Owolabi
,
Sean E. Ryan
,
Marie-Christine Duker
,
Michael Jauch
,
David S. Matteson
(2021).
Risk Identification & Quantification in Complex Human-Natural Systems via Convergent Data Intensive Research
. Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining,
pp. 4155–4156
,
https://doi.org/10.1145/3447548.3469480
.
Jay A. VonBank
,
Toryn L. J. Schafer
,
Stephanie A. Cunningham
,
Mitch D. Weegman
,
Paul T. Link
,
Kevin J. Kraai
,
Christopher K. Wikle
,
Daniel P. Collins
,
Lei Cao
,
Bart M. Ballard
(2021).
Joint use of location and acceleration data reveals drivers of transitions among habitats in wintering birds
. Under Revision at Scientific Reports.
Erin M. Schliep
,
Toryn L. J. Schafer
,
Matthew Hawkey
(2021).
Distributed lag models to identify the cumulative effects of training and recovery in athletes using multivariate ordinal wellness data
. Journal of Quantitative Analysis in Sports, (17),
pp. 241–254
,
https://doi.org/doi:10.1515/jqas-2020-0051
.
Judy P. Che-Castaldo
,
Remi Cousin
,
Stefani Daryanto
,
Grace Deng
,
Mei-Ling E. Feng
,
Rajesh K. Gupta
,
Dezhi Hong
,
Ryan M. McGranaghan
,
Olukunle O. Owolabi
,
Tianyi Qu
,
Wei Ren
,
Toryn L. J. Schafer
,
Ashutosh Sharma
,
Chaopeng Shen
,
Mila Getmansky Sherman
,
Deborah A. Sunter
,
Bo Tao
,
Lan Wang
,
David S. Matteson
(2021).
Critical Risk Indicators (CRIs) for the electric power grid: a survey and discussion of interconnected effects
. Environment Systems and Decisions,
https://doi.org/10.1007/s10669-021-09822-2
.
Toryn L. J. Schafer
,
Christopher K. Wikle
,
Jay A. VonBank
,
Bart M. Ballard
,
Mitch D. Weegman
(2020).
A Bayesian Markov Model with P{o}lya-Gamma Sampling for Estimating Individual Behavior Transition Probabilities from Accelerometer Classifications
. Journal of Agricultural, Biological and Environmental Statistics, (25),
pp. 365–382
,
https://doi.org/10.1007/s13253-020-00399-y
.
Toryn L. J. Schafer
,
Christopher K. Wikle
(2019).
Alternative Learning Strategies for Realistic Collective Animal Movement
. JSM Proceedings, Section on Statistics and the Environment. Alexandria, VA: American Statistical Association,
pp. 2936–2944
.
Toryn L. J. Schafer
,
Stewart W. Breck
,
Sharon Baruch-Mordo
,
David L. Lewis
,
Kenneth R. Wilson
,
Julie S. Mao
,
Thomas L. Day
(2018).
American black bear den-site selection and characteristics in an urban environment
. Ursus, (29),
pp. 25 – 31
,
https://doi.org/10.2192/URSUS-D-17-00004.2
.
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