ggplot-based graphics and useful functions for GAMs fitted using the mgcv package
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Updated
Jun 28, 2024 - R
ggplot-based graphics and useful functions for GAMs fitted using the mgcv package
Example machine learning implementation to predict the residual bending moment capacity of corroded reinforced concrete beams tested under monotonic three or four-point bending. Data is collected from 54 experimental programs available in the literature.
Example machine learning applications for the determination of the residual yield force of corroded steel bars tested under monotonic tensile loading. Data is collected from 26 experimental programs avaialbe in the literature.
{mvgam} R 📦 to fit Dynamic Bayesian Generalized Additive Models for time series analysis and forecasting
The dataset used for the "A non-contact SpO2 estimation using video magnification and infrared data" publication
Generalised Additive Extreme Value Models for Location, Scale and Shape
Toolbox to estimate Generalized Additive Mixed Models and their Markov-switching extensions in Python
R package for calculating survey indices by age from DATRAS exchange data. Adapted from Casper W. Berg @casperwberg.
Available R-Packages for Gaussian Process Regression
Computationally efficient Bayesian variable selection method to identify linear and nonlinear effects in regression models where a predictor (or feature) can have a zero effect, a non-zero linear effect or non-zero non-linear effect on the outcome variables.
Bindings for Additive TidyModels
A function that takes as input a cropped text line image, and outputs the dewarped image.
Fit, evaluate, and visualise generalised additive models (GAMs) in native Julia
GAM workshop for NHS-R Community Conference 2023
This repository contains the R codes used for the simulation analyses in the manuscript titled "Censored Panel Quantile Regression with Fixed Effects via an Asymmetric Link Function" by Fulden Komuryakan & Selahattin Guris.
Ecological forecasting using Dynamic Generalized Additive Models with R 📦's {mvgam} and {brms}
Tutorials for the mssm toolbox!
Using the derivative of a GAM smoother to determine when a forest canopy has closed.
To help identify ecosystem and climate influences on Atlantic cod, generalized additive models were used to examine associations between Atlantic cod population dynamics and environmental variables in the Northwest Atlantic region.
An R package for estimating generalized additive mixed models with latent variables
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