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
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
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
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

RPKG Scholar presents a tabulation of an author's contribution in the development of R packages stored in the Comprehensive R Archive Network (CRAN). Within this site, we consider package dependencies (suggests,imports,depends,enhances) as citations because we believe that using one's package to develop another is tantamount to citing the author of the package being imported, suggested or enhanced.