gam: Generalized Additive Models

Canonical link: https://rscholar.com/pkg/gam

Trevor Hastie • View description and downloads View dependencies GitHub project

2004 Published

1.22-5 Version

0 Citations

1 Authors

Referenced by ⇅	Year
glmdisc: Discretization and Grouping for Logistic Regression (Version 0.6)	2019
singR: Simultaneous Non-Gaussian Component Analysis (Version 0.1.2)	2022
slp: Discrete Prolate Spheroidal (Slepian) Sequence Regression Smoothers (Version 1.0-5)	2014
sm: Smoothing Methods for Nonparametric Regression and Density Estimation (Version 2.2-6.0)	1999
Ball: Statistical Inference and Sure Independence Screening via Ball Statistics (Version 1.3.13)	2018
BiodiversityR: Package for Community Ecology and Suitability Analysis (Version 2.16-1)	2007
CausalGAM: Estimation of Causal Effects with Generalized Additive Models (Version 0.1-4)	2009
CausalGPS: Matching on Generalized Propensity Scores with Continuous Exposures (Version 0.5.0)	2021
DeclareDesign: Declare and Diagnose Research Designs (Version 1.0.10)	2018
DeepLearningCausal: Causal Inference with Super Learner and Deep Neural Networks (Version 0.0.104)	2024
DiceEval: Construction and Evaluation of Metamodels (Version 1.6.1)	2010
GAMens: Applies GAMbag, GAMrsm and GAMens Ensemble Classifiers for Binary Classification (Version 1.2.1)	2010
LinRegInteractive: Interactive Interpretation of Linear Regression Models (Version 0.3-3)	2014
MapGAM: Mapping Smoothed Effect Estimates from Individual-Level Data (Version 1.3)	2012
MitoHEAR: Quantification of Mitochondrial DNA Heteroplasmy (Version 0.1.0)	2022
MultiKink: Estimation and Inference for Multi-Kink Quantile Regression (Version 0.2.0)	2020
PAMpal: Load and Process Passive Acoustic Data (Version 1.2.1)	2020
ProDenICA: Product Density Estimation for ICA using Tilted Gaussian Density Estimates (Version 1.1)	2010
RBF: Robust Backfitting (Version 2.1.1)	2019
RPPanalyzer: Reads, Annotates, and Normalizes Reverse Phase Protein Array Data (Version 1.4.9)	2010
SuperLearner: Super Learner Prediction (Version 2.0-29)	2011
agridat: Agricultural Datasets (Version 1.24)	2011
bandit: Functions for Simple a/B Split Test and Multi-Armed Bandit Analysis (Version 0.5.1)	2012
biomod2: Ensemble Platform for Species Distribution Modeling (Version 4.2-5-2)	2012
broom.helpers: Helpers for Model Coefficients Tibbles (Version 1.17.0)	2020
broom: Convert Statistical Objects into Tidy Tibbles (Version 1.0.7)	2014
caret: Classification and Regression Training (Version 6.0-94)	2007
dissever: Spatial Downscaling using the Dissever Algorithm (Version 0.2-3)	2017
diversityForest: Innovative Complex Split Procedures in Random Forests Through Candidate Split Sampling (Version 0.5.0)	2020
drpop: Efficient and Doubly Robust Population Size Estimation (Version 0.0.3)	2021
drtmle: Doubly-Robust Nonparametric Estimation and Inference (Version 1.1.2)	2017
dtComb: Statistical Combination of Diagnostic Tests (Version 1.0.4)	2023
earth: Multivariate Adaptive Regression Splines (Version 5.3.4)	2007
embryogrowth: Tools to Analyze the Thermal Reaction Norm of Embryo Growth (Version 9.5)	2014
flexOR: Flexible Odds Ratio Curves (Version 1.0.0)	2024
flowml: A Backend for a 'nextflow' Pipeline that Performs Machine-Learning-Based Modeling of Biomedical Data (Version 0.1.3)	2023
fscaret: Automated Feature Selection from 'caret' (Version 0.9.4.4)	2013
ggeffects: Create Tidy Data Frames of Marginal Effects for 'ggplot' from Model Outputs (Version 1.7.2)	2017
glam: Generalized Additive and Linear Models (GLAM) (Version 1.0.2)	2024
glmglrt: GLRT P-Values in Generalized Linear Models (Version 0.2.2)	2020
insight: Easy Access to Model Information for Various Model Objects (Version 0.20.5)	2019
ipd: Inference on Predicted Data (Version 0.1.2)	2024
locfit: Local Regression, Likelihood and Density Estimation (Version 1.5-9.10)	1999
marginaleffects: Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests (Version 0.23.0)	2021
medflex: Flexible Mediation Analysis Using Natural Effect Models (Version 0.6-10)	2014
mixcure: Mixture Cure Models (Version 2.0)	2020
mtsdi: Multivariate Time Series Data Imputation (Version 0.3.5)	2012
netmediate: Micro-Macro Analysis for Social Networks (Version 1.0.1)	2022
parameters: Processing of Model Parameters (Version 0.23.0)	2019
precmed: Precision Medicine (Version 1.1.0)	2022
prediction: Tidy, Type-Safe 'prediction()' Methods (Version 0.3.18)	2016
scalpel: Processes Calcium Imaging Data (Version 1.0.3)	2017
scar: Shape-Constrained Additive Regression: a Maximum Likelihood Approach (Version 0.2-2)	2013
ssym: Fitting Semi-Parametric log-Symmetric Regression Models (Version 1.5.8)	2014
subsemble: An Ensemble Method for Combining Subset-Specific Algorithm Fits (Version 0.1.0)	2014
sufficientForecasting: Sufficient Forecasting using Factor Models (Version 0.1.0)	2023
survML: Tools for Flexible Survival Analysis Using Machine Learning (Version 1.2.0)	2023
tmle: Targeted Maximum Likelihood Estimation (Version 2.0.1.1)	2012
vaccine: Statistical Tools for Immune Correlates Analysis of Vaccine Clinical Trial Data (Version 1.2.1)	2023
vimp: Perform Inference on Algorithm-Agnostic Variable Importance (Version 2.3.3)	2018
xpose4: Diagnostics for Nonlinear Mixed-Effect Models (Version 4.7.3)	2010
yaImpute: Nearest Neighbor Observation Imputation and Evaluation Tools (Version 1.0-34.1)	2007

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