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scam: Shape constrained additive models. R package version 1.2-15
Umeå University, Faculty of Science and Technology, Department of Mathematics and Mathematical Statistics.
2024 (English)Other (Other academic)
Abstract [en]

scam provides functions for generalized additive modelling under shape constraints on the component functions of the linear predictor of the GAM. Models can contain multiple shape constrained and unconstrained terms as well as bivariate smooths with double or single monotonicity.

Place, publisher, year, pages
2024.
Keywords [en]
smoothing, generalized additive model, shape constraints, penalized regression splines
National Category
Probability Theory and Statistics
Research subject
Statistics
Identifiers
URN: urn:nbn:se:umu:diva-220033OAI: oai:DiVA.org:umu-220033DiVA, id: diva2:1831606
Available from: 2024-01-26 Created: 2024-01-26 Last updated: 2024-01-26Bibliographically approved

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scam: Shape constrained additive models. R package version 1.2-15

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Pya Arnqvist, Natalya

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