smnet
Note
This repo is no longer actively developed, however I will continue to
fix bugs and issues as and when they are reported. If you’d be
interested to take over maintenance and development of smnet, I’d be
happy to hear from you - please get in touch!
Overview
Fits flexible additive models to data on stream networks, taking account of flow-connectivity of the network. Models are fitted using penalised least squares.
Installation
To install the development version of the package, use
remotes::install_github("alastairrushworth/smnet")To install the CRAN version of the package, use
install.packages("smnet")References
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O’Donnell, D., Rushworth, A., Bowman, AW., Scott, EM., Hallard, M. (2014). Flexible regression models over river n etworks. Journal of the Royal Statistical Society: Series C (Applied Statistics), 63 (1), 47-63.
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Rushworth, AM., Peterson, EE., Ver Hoef, JM., Bowman, AW. (2015). Validation and comparison of geostatistical and spline models for spatial stream networks. Environmetrics, 26 (5), 327-338.
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Hoef, J.V., Peterson, E., Clifford, D. and Shah, R., (2014). SSN: An R package for spatial statistical modeling on stream networks. Journal of Statistical Software, 56 (3), 1-45.