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mgcv: Mixed GAM Computation Vehicle with Automatic Smoothness Estimation

Simon Wood   View description and downloadsView dependenciesGitHub project

2000 Published
1.9-1 Version
0 Citations
1 Authors
Referenced by ⇅ Year
AdaptFitOS: Adaptive Semiparametric Additive Regression with Simultaneous Confidence Bands and Specification Tests (Version 0.69)

2012
AIG: Automatic Item Generator (Version 0.1.9)

2016
bbsBayes: Hierarchical Bayesian Analysis of North American BBS Data (Version 2.5.3)

2020
cfbfastR: Access College Football Play by Play Data (Version 1.9.0)

2021
dampack: Decision-Analytic Modeling Package (Version 1.0.1)

2021
dsfa: Distributional Stochastic Frontier Analysis (Version 2.0.2)

2022
dtwSat: Time-Weighted Dynamic Time Warping for Satellite Image Time Series Analysis (Version 1.0.0)

2015
dynamichazard: Dynamic Hazard Models using State Space Models (Version 1.0.2)

2016
DynNom: Visualising Statistical Models using Dynamic Nomograms (Version 5.0.2)

2015
FLightR: Reconstruct Animal Paths from Solar Geolocation Loggers Data (Version 0.5.4)

2016
geonet: Intensity Estimation on Geometric Networks with Penalized Splines (Version 0.7.3)

2021
hdtg: Generate Samples from Multivariate Truncated Normal Distributions (Version 0.2.0)

2022
nlshelper: Convenient Functions for Non-Linear Regression (Version 0.2)

2017
pitchRx: Tools for Harnessing "MLBAM" "Gameday" Data and Visualizing "pitchfx" (Version 1.8.2)

2013
pspline.inference: Estimation of Characteristics of Seasonal and Sporadic Infectious Disease Outbreaks Using Generalized Additive Modeling with Penalized Basis Splines (Version 1.0.4)

2020
psre: Presenting Statistical Results Effectively (Version 0.1.2)

2022
QuasiSeq: Analyzing RNA Sequencing Count Tables Using Quasi-Likelihood (Version 1.0-11-0)

2012
SACOBRA: Self-Adjusting COBRA (Version 1.2)

2015
snht: Standard Normal Homogeneity Test (Version 1.0.5)

2015
spatstat.core: Core Functionality of the "spatstat" Family (Version 2.4-4)

2021
timeSeq: Detecting Differentially Expressed Genes in Time Course RNA-Seq Data (Version 1.0.4)

2015
APCtools: Routines for Descriptive and Model-Based APC Analysis (Version 1.0.4)

2022
AQEval: Air Quality Evaluation (Version 0.5.7)

2022
ATbounds: Bounding Treatment Effects by Limited Information Pooling (Version 0.1.0)

2021
AlleleShift: Predict and Visualize Population-Level Changes in Allele Frequencies in Response to Climate Change (Version 1.1-2)

2021
AnchorRegression: Perform AnchorRegression (Version 0.1.3)

2020
BCEA: Bayesian Cost Effectiveness Analysis (Version 2.4.6)

2012
BNSP: Bayesian Non- And Semi-Parametric Model Fitting (Version 2.2.3)

2014
BiodiversityR: Package for Community Ecology and Suitability Analysis (Version 2.16-1)

2007
Bodi: Boosting Diversity in Regression Ensembles (Version 0.1.0)

2022
CICI: Causal Inference with Continuous (Multiple Time Point) Interventions (Version 0.9.1)

2023
CIMTx: Causal Inference for Multiple Treatments with a Binary Outcome (Version 1.2.0)

2020
CKLRT: Composite Kernel Machine Regression Based on Likelihood Ratio Test (Version 0.2.3)

2018
CONCUR: Copy Number Profile Curve-Based Association Test (Version 1.4)

2020
CalibrationCurves: Calibration Performance (Version 2.0.1)

2022
CatPredi: Optimal Categorisation of Continuous Variables in Prediction Models (Version 1.3)

2017
ClusVis: Gaussian-Based Visualization of Gaussian and Non-Gaussian Model-Based Clustering (Version 1.2.0)

2017
CompareCausalNetworks: Interface to Diverse Estimation Methods of Causal Networks (Version 0.2.6.2)

2015
CondIndTests: Nonlinear Conditional Independence Tests (Version 0.1.5)

2017
DAAG: Data Analysis and Graphics Data and Functions (Version 1.25.4)

2005
DHARMa: Residual Diagnostics for Hierarchical (Multi-Level / Mixed) Regression Models (Version 0.4.6)

2016
DPQ: Density, Probability, Quantile ('DPQ') Computations (Version 0.5-8)

2019
ENMTools: Analysis of Niche Evolution using Niche and Distribution Models (Version 1.1.2)

2020
EcoEnsemble: A General Framework for Combining Ecosystem Models (Version 1.0.5)

2022
EcoIndR: Ecological Indicators (Version 2.0)

2017
Epi: Statistical Analysis in Epidemiology (Version 2.48)

2005
FDboost: Boosting Functional Regression Models (Version 1.1-2)

2014
FWDselect: Selecting Variables in Regression Models (Version 2.1.0)

2012
FlexGAM: Generalized Additive Models with Flexible Response Functions (Version 0.7.2)

2018
ForeCA: Forecastable Component Analysis (Version 0.2.7)

2012
GJRM: Generalised Joint Regression Modelling (Version 0.2-6.5)

2017
GPFDA: Gaussian Process for Functional Data Analysis (Version 3.1.3)

2013
GeneralisedCovarianceMeasure: Test for Conditional Independence Based on the Generalized Covariance Measure (GCM) (Version 0.2.0)

2019
GeneralizedUmatrix: Credible Visualization for Two-Dimensional Projections of Data (Version 1.2.6)

2017
HLMdiag: Diagnostic Tools for Hierarchical (Multilevel) Linear Models (Version 0.5.0)

2011
HRW: Datasets, Functions and Scripts for Semiparametric Regression Supporting Harezlak, Ruppert & Wand (2018) (Version 1.0-5)

2019
HSAUR3: A Handbook of Statistical Analyses Using R (3rd Edition) (Version 1.0-14)

2014
HSAUR2: A Handbook of Statistical Analyses Using R (2nd Edition) (Version 1.1-20)

2009
Haplin: Analyzing Case-Parent Triad and/or Case-Control Data with SNP Haplotypes (Version 7.3.1)

2009
IADT: Interaction Difference Test for Prediction Models (Version 1.0.0)

2023
IRon: Solving Imbalanced Regression Tasks (Version 0.1.4)

2022
InteRD: The Integrated and Robust Deconvolution (Version 0.1.1)

2022
JWileymisc: Miscellaneous Utilities and Functions (Version 1.4.1)

2016
KarsTS: An Interface for Microclimate Time Series Analysis (Version 2.4.1)

2017
KnowBR: Discriminating Well Surveyed Spatial Units from Exhaustive Biodiversity Databases (Version 2.2)

2017
LFApp: Shiny Apps for Lateral Flow Assays (Version 1.4)

2021
LMERConvenienceFunctions: Model Selection and Post-Hoc Analysis for (G)LMER Models (Version 3.0)

2010
LW1949: An Automated Approach to Evaluating Dose-Effect Experiments Following Litchfield and Wilcoxon (1949) (Version 1.1.0)

2015
LinRegInteractive: Interactive Interpretation of Linear Regression Models (Version 0.3-3)

2014
MBHdesign: Spatial Designs for Ecological and Environmental Surveys (Version 2.3.15)

2016
MBSGS: Multivariate Bayesian Sparse Group Selection with Spike and Slab (Version 1.1.0)

2016
MFPCA: Multivariate Functional Principal Component Analysis for Data Observed on Different Dimensional Domains (Version 1.3-10)

2016
MHCtools: Analysis of MHC Data in Non-Model Species (Version 1.5.3)

2017
MHTrajectoryR: Bayesian Model Selection in Logistic Regression for the Detection of Adverse Drug Reactions (Version 1.0.1)

2016
MJMbamlss: Multivariate Joint Models with 'bamlss' (Version 0.1.0)

2023
MRFcov: Markov Random Fields with Additional Covariates (Version 1.0.39)

2018
Mapinguari: Process-Based Biogeographical Analysis (Version 2.0.1)

2019
MatchIt: Nonparametric Preprocessing for Parametric Causal Inference (Version 4.5.5)

2005
ModelMap: Modeling and Map Production using Random Forest and Related Stochastic Models (Version 3.4.0.4)

2009
MuMIn: Multi-Model Inference (Version 1.47.5)

2010
MvBinary: Modelling Multivariate Binary Data with Blocks of Specific One-Factor Distribution (Version 1.1)

2015
NADA2: Data Analysis for Censored Environmental Data (Version 1.1.6)

2021
NCC: Simulation and Analysis of Platform Trials with Non-Concurrent Controls (Version 1.0)

2023
NIRStat: Novel Statistical Methods for Studying Near-Infrared Spectroscopy (NIRS) Time Series Data (Version 1.1)

2018
PAsso: Assessing the Partial Association Between Ordinal Variables (Version 0.1.10)

2020
PanJen: A Semi-Parametric Test for Specifying Functional Form (Version 1.6)

2016
PolicyPortfolios: Tools for Managing, Measuring and Visualizing Policy Portfolios (Version 0.3)

2021
ProjectionBasedClustering: Projection Based Clustering (Version 1.2.1)

2017
PupilPre: Preprocessing Pupil Size Data (Version 0.6.2)

2019
PupillometryR: A Unified Pipeline for Pupillometry Data (Version 0.0.5)

2020
QRM: Provides R-Language Code to Examine Quantitative Risk Management Concepts (Version 0.4-31)

2012
Qindex: Continuous and Dichotomized Index Predictors Based on Distribution Quantiles (Version 0.1.5)

2022
R2BayesX: Estimate Structured Additive Regression Models with 'BayesX' (Version 1.1-5)

2012
RAPTOR: Row and Position Tracheid Organizer (Version 1.0.1)

2017
RCreliability: Correct Bias in Estimated Regression Coefficients (Version 0.1.0)

2021
RLRsim: Exact (Restricted) Likelihood Ratio Tests for Mixed and Additive Models (Version 3.1-8)

2007
RPPASPACE: Reverse-Phase Protein Array Super Position and Concentration Evaluation (Version 1.0.10)

2020
RXshrink: Maximum Likelihood Shrinkage using Generalized Ridge or Least Angle Regression (Version 2.3)

2005
Rcmdr: R Commander (Version 2.9-2)

2003
RcmdrPlugin.HH: Rcmdr Support for the HH Package (Version 1.1-51)

2007
SCRIP: An Accurate Simulator for Single-Cell RNA Sequencing Data (Version 1.0.0)

2021
SCdeconR: Deconvolution of Bulk RNA-Seq Data using Single-Cell RNA-Seq Data as Reference (Version 1.0.0)

2024
SEERaBomb: SEER and Atomic Bomb Survivor Data Analysis Tools (Version 2019.2)

2012
SEMgraph: Network Analysis and Causal Inference Through Structural Equation Modeling (Version 1.2.1)

2021
SSDM: Stacked Species Distribution Modelling (Version 0.2.9)

2016
SensMap: Sensory and Consumer Data Mapping (Version 0.7)

2017
SentimentAnalysis: Dictionary-Based Sentiment Analysis (Version 1.3-5)

2017
SimplyAgree: Flexible and Robust Agreement and Reliability Analyses (Version 0.2.0)

2021
StatDA: Statistical Analysis for Environmental Data (Version 1.7.11)

2007
Surrogate: Evaluation of Surrogate Endpoints in Clinical Trials (Version 3.2.5)

2014
TAG: Transformed Additive Gaussian Processes (Version 0.5.1)

2019
TSA: Time Series Analysis (Version 1.3.1)

2010
TSVC: Tree-Structured Modelling of Varying Coefficients (Version 1.5.3)

2018
TSrepr: Time Series Representations (Version 1.1.0)

2018
TTS: Master Curve Estimates Corresponding to Time-Temperature Superposition (Version 1.1)

2015
Toothnroll: Dental Tissues Landmarking Measuring and Mapping (Version 1.11)

2024
Unico: Unified Cross-Omics Deconvolution (Version 0.1.0)

2024
VGAM: Vector Generalized Linear and Additive Models (Version 1.1-10)

2006
VWPre: Tools for Preprocessing Visual World Data (Version 1.2.4)

2016
VarSelLCM: Variable Selection for Model-Based Clustering of Mixed-Type Data Set with Missing Values (Version 2.1.3.1)

2015
WVPlots: Common Plots for Analysis (Version 1.3.8)

2017
WhiteStripe: White Matter Normalization for Magnetic Resonance Images (Version 2.4.2)

2014
adaptMT: Adaptive P-Value Thresholding for Multiple Hypothesis Testing with Side Information (Version 1.0.0)

2018
additive: Bindings for Additive TidyModels (Version 0.0.5)

2021
agridat: Agricultural Datasets (Version 1.23)

2011
ale: Interpretable Machine Learning and Statistical Inference with Accumulated Local Effects (ALE) (Version 0.3.0)

2023
analogue: Analogue and Weighted Averaging Methods for Palaeoecology (Version 0.17-6)

2006
animint2: Animated Interactive Grammar of Graphics (Version 2024.1.24)

2019
anipaths: Animation of Multiple Trajectories with Uncertainty (Version 0.10.3)

2017
archeoViz: Visualisation, Exploration, and Web Communication of Archaeological Spatial Data (Version 1.3.4)

2023
aspline: Spline Regression with Adaptive Knot Selection (Version 0.2.0)

2021
auditor: Model Audit - Verification, Validation, and Error Analysis (Version 1.3.5)

2018
autoFRK: Automatic Fixed Rank Kriging (Version 1.4.3)

2018
autocart: Autocorrelation Regression Trees (Version 1.4.5)

2021
baker: "Nested Partially Latent Class Models" (Version 1.0.3)

2022
bamlss: Bayesian Additive Models for Location, Scale, and Shape (and Beyond) (Version 1.2-3)

2017
bayesdfa: Bayesian Dynamic Factor Analysis (DFA) with 'Stan' (Version 1.3.3)

2018
baytrends: Long Term Water Quality Trend Analysis (Version 2.0.11)

2018
bestNormalize: Normalizing Transformation Functions (Version 1.9.1)

2017
bgeva: Binary Generalized Extreme Value Additive Models (Version 0.3-1)

2013
biomod2: Ensemble Platform for Species Distribution Modeling (Version 4.2-4)

2012
blocs: Estimate and Visualize Voting Blocs' Partisan Contributions (Version 0.1.1)

2022
brms: Bayesian Regression Models using 'Stan' (Version 2.21.0)

2015
broom.mixed: Tidying Methods for Mixed Models (Version 0.2.9.5)

2018
broom.helpers: Helpers for Model Coefficients Tibbles (Version 1.15.0)

2020
broom: Convert Statistical Objects into Tidy Tibbles (Version 1.0.5)

2014
buildmer: Stepwise Elimination and Term Reordering for Mixed-Effects Regression (Version 2.11)

2019
butcher: Model Butcher (Version 0.3.4)

2019
cAIC4: Conditional Akaike Information Criterion for 'lme4' and 'nlme' (Version 1.0)

2014
caffsim: Simulation of Plasma Caffeine Concentrations by Using Population Pharmacokinetic Model (Version 0.2.2)

2017
car: Companion to Applied Regression (Version 3.1-2)

2001
caret: Classification and Regression Training (Version 6.0-94)

2007
casebase: Fitting Flexible Smooth-in-Time Hazards and Risk Functions via Logistic and Multinomial Regression (Version 0.10.5)

2017
cassowaryr: Compute Scagnostics on Pairs of Numeric Variables in a Data Set (Version 2.0.0)

2022
catdata: Categorical Data (Version 1.2.4)

2012
causaldrf: Estimating Causal Dose Response Functions (Version 0.4.2)

2015
cenGAM: Censored Regression with Smooth Terms (Version 0.5.3)

2017
cfda: Categorical Functional Data Analysis (Version 0.11.0)

2021
cgaim: Constrained Groupwise Additive Index Models (Version 1.0.1)

2022
circularEV: Extreme Value Analysis for Circular Data (Version 0.1.1)

2021
clarify: Simulation-Based Inference for Regression Models (Version 0.2.0)

2023
clustra: Clustering Longitudinal Trajectories (Version 0.2.1)

2021
coenoflex: Gradient-Based Coenospace Vegetation Simulator (Version 2.2-0)

2012
cohorttools: Cohort Data Analyses (Version 0.1.6)

2019
collin: Visualization the Effects of Collinearity in Distributed Lag Models and Other Linear Models (Version 0.0.4)

2021
collinear: Seamless Multicollinearity Management (Version 1.1.1)

2023
colordistance: Distance Metrics for Image Color Similarity (Version 1.1.2)

2017
condvis2: Interactive Conditional Visualization for Supervised and Unsupervised Models in Shiny (Version 0.1.2)

2019
countSTAR: Flexible Modeling of Count Data (Version 1.0.2)

2023
coxed: Duration-Based Quantities of Interest for the Cox Proportional Hazards Model (Version 0.3.3)

2018
ctmcmove: Modeling Animal Movement with Continuous-Time Discrete-Space Markov Chains (Version 1.2.9)

2015
curvir: Specify Reserve Demand Curves (Version 0.1.1)

2023
cutpointr: Determine and Evaluate Optimal Cutpoints in Binary Classification Tasks (Version 1.1.2)

2018
cvmaPLFAM: Cross-Validation Model Averaging for Partial Linear Functional Additive Models (Version 0.1.0)

2023
dataquieR: Data Quality in Epidemiological Research (Version 2.1.0)

2021
deepregression: Fitting Deep Distributional Regression (Version 1.0.0)

2021
demography: Forecasting Mortality, Fertility, Migration and Population Data (Version 2.0)

2010
dendRoAnalyst: A Tool for Processing and Analyzing Dendrometer Data (Version 0.1.5)

2020
densitr: Analysing Density Profiles from Resistance Drilling of Trees (Version 0.2)

2020
denseFLMM: Functional Linear Mixed Models for Densely Sampled Data (Version 0.1.2)

2017
detrendr: Detrend Images (Version 0.6.15)

2017
dirttee: Distributional Regression for Time to Event Data (Version 1.0.2)

2022
disbayes: Bayesian Multi-State Modelling of Chronic Disease Burden Data (Version 1.1.0)

2022
discSurv: Discrete Time Survival Analysis (Version 2.0.0)

2015
diseasemapping: Modelling Spatial Variation in Disease Risk for Areal Data (Version 2.0.6)

2009
dlim: Distributed Lag Interaction Model (Version 0.1.0)

2024
dlnm: Distributed Lag Non-Linear Models (Version 2.4.7)

2009
dsims: Distance Sampling Simulations (Version 1.0.4)

2021
dsm: Density Surface Modelling of Distance Sampling Data (Version 2.3.3)

2013
eHOF: Extended HOF (Huisman-Olff-Fresco) Models (Version 1.15)

2013
earth: Multivariate Adaptive Regression Splines (Version 5.3.3)

2007
ecoCopula: Graphical Modelling and Ordination using Copulas (Version 1.0.2)

2020
ecostats: Code and Data Accompanying the Eco-Stats Text (Warton 2022) (Version 1.1.11)

2020
ecpc: Flexible Co-Data Learning for High-Dimensional Prediction (Version 3.1.1)

2021
ef: Modelling Framework for the Estimation of Salmonid Abundance (Version 1.2.0)

2020
effectsize: Indices of Effect Size (Version 0.8.7)

2019
ega: Error Grid Analysis (Version 2.0.0)

2014
elastes: Elastic Full Procrustes Means for Sparse and Irregular Planar Curves (Version 0.1.7)

2022
emmeans: Estimated Marginal Means, aka Least-Squares Means (Version 1.10.1)

2017
emon: Tools for Environmental and Ecological Survey Design (Version 1.3.2)

2016
enmpa: Ecological Niche Modeling using Presence-Absence Data (Version 0.1.5)

2023
enmSdmX: Species Distribution Modeling and Ecological Niche Modeling (Version 1.1.2)

2022
evgam: Generalised Additive Extreme Value Models (Version 1.0.0)

2020
ez: Easy Analysis and Visualization of Factorial Experiments (Version 4.4-0)

2009
fPASS: Power and Sample Size for Projection Test under Repeated Measures (Version 1.0.0)

2023
fRegression: Rmetrics - Regression Based Decision and Prediction (Version 4021.83)

2007
face: Fast Covariance Estimation for Sparse Functional Data (Version 0.1-7)

2016
fastFMM: Fast Functional Mixed Models using Fast Univariate Inference (Version 0.2.0)

2023
fastLaplace: A Fast Laplace Method for Spatial Generalized Linear Mixed Model (Version 0.0.2)

2021
fcr: Functional Concurrent Regression for Sparse Data (Version 1.0)

2018
fda.usc: Functional Data Analysis and Utilities for Statistical Computing (Version 2.1.0)

2011
fdapace: Functional Data Analysis and Empirical Dynamics (Version 0.5.9)

2016
flexOR: Flexible Odds Ratio Curves (Version 1.0.0)

2024
flexmix: Flexible Mixture Modeling (Version 2.3-19)

2003
flexmsm: A General Framework for Flexible Multi-State Survival Modelling (Version 0.1.1)

2023
flextable: Functions for Tabular Reporting (Version 0.9.5)

2017
flowml: A Backend for a 'nextflow' Pipeline that Performs Machine-Learning-Based Modeling of Biomedical Data (Version 0.1.3)

2023
frailtyMMpen: Efficient Algorithm for High-Dimensional Frailty Model (Version 1.2.1)

2023
freqparcoord: Novel Methods for Parallel Coordinates (Version 1.0.1)

2014
fscaret: Automated Feature Selection from 'caret' (Version 0.9.4.4)

2013
funreg: Functional Regression for Irregularly Timed Data (Version 1.2.2)

2014
funspace: Creating and Representing Functional Trait Spaces (Version 0.2.1)

2023
gKRLS: Generalized Kernel Regularized Least Squares (Version 1.0.2)

2023
galamm: Generalized Additive Latent and Mixed Models (Version 0.2.0)

2023
gam.hp: Hierarchical Partitioning of Adjusted R2 and Explained Deviance for Generalized Additive Models (Version 0.0-1)

2024
gamCopula: Generalized Additive Models for Bivariate Conditional Dependence Structures and Vine Copulas (Version 0.0-7)

2017
gamRR: Calculate the RR for the GAM (Version 0.7.0)

2017
gamair: Data for 'GAMs: An Introduction with R' (Version 1.0-2)

2005
gamclass: Functions and Data for a Course on Modern Regression and Classification (Version 0.62.5)

2012
gamlss.add: Extra Additive Terms for Generalized Additive Models for Location Scale and Shape (Version 5.1-13)

2009
gamlss.ggplots: Plotting Functions for Generalized Additive Model for Location Scale and Shape (Version 2.1-12)

2022
gamlss.spatial: Spatial Terms in Generalized Additive Models for Location Scale and Shape Models (Version 3.0-2)

2014
gamm4: Generalized Additive Mixed Models using 'mgcv' and 'lme4' (Version 0.2-6)

2009
gammSlice: Generalized Additive Mixed Model Analysis via Slice Sampling (Version 2.0-2)

2012
gapclosing: Estimate Gaps Under an Intervention (Version 1.0.2)

2021
gcplyr: Wrangle and Analyze Growth Curve Data (Version 1.9.0)

2023
geoGAM: Select Sparse Geoadditive Models for Spatial Prediction (Version 0.1-3)

2016
ggeffects: Create Tidy Data Frames of Marginal Effects for 'ggplot' from Model Outputs (Version 1.5.2)

2017
ggiraphExtra: Make Interactive 'ggplot2'. Extension to 'ggplot2' and 'ggiraph' (Version 0.3.0)

2016
ggplot2: Create Elegant Data Visualisations Using the Grammar of Graphics (Version 3.5.1)

2007
ggvis: Interactive Grammar of Graphics (Version 0.4.9)

2014
gllvm: Generalized Linear Latent Variable Models (Version 1.4.3)

2017
glmglrt: GLRT P-Values in Generalized Linear Models (Version 0.2.2)

2020
glmmTMB: Generalized Linear Mixed Models using Template Model Builder (Version 1.1.9)

2017
goeveg: Functions for Community Data and Ordinations (Version 0.7.4)

2016
gplsim: Spline Estimation for GPLSIM (Version 1.0.0)

2021
grafify: Easy Graphs for Data Visualisation and Linear Models for ANOVA (Version 4.0.1)

2022
granova: Graphical Analysis of Variance (Version 2.2)

2007
gratia: Graceful 'ggplot'-Based Graphics and Other Functions for GAMs Fitted Using 'mgcv' (Version 0.9.0)

2019
groc: Generalized Regression on Orthogonal Components (Version 1.0.9)

2014
gtsummary: Presentation-Ready Data Summary and Analytic Result Tables (Version 1.7.2)

2019
heemod: Markov Models for Health Economic Evaluations (Version 1.0.1)

2015
hmmTMB: Fit Hidden Markov Models using Template Model Builder (Version 1.0.2)

2023
iRegression: Regression Methods for Interval-Valued Variables (Version 1.2.1)

2011
iTensor: ICA-Based Matrix/Tensor Decomposition (Version 1.0.2)

2022
ibr: Iterative Bias Reduction (Version 2.0-4)

2010
influential: Identification and Classification of the Most Influential Nodes (Version 2.2.9)

2020
inlabru: Bayesian Latent Gaussian Modelling using INLA and Extensions (Version 2.10.1)

2017
insight: Easy Access to Model Information for Various Model Objects (Version 0.19.10)

2019
insurancerating: Analytic Insurance Rating Techniques (Version 0.7.2)

2019
interflex: Multiplicative Interaction Models Diagnostics and Visualization (Version 1.2.6)

2017
invacost: Analyse Biological Invasion Costs with the 'InvaCost' Database (Version 1.1-6)

2020
ismev: An Introduction to Statistical Modeling of Extreme Values (Version 1.42)

2003
itsadug: Interpreting Time Series and Autocorrelated Data Using GAMMs (Version 2.4.1)

2015
itsdm: Isolation Forest-Based Presence-Only Species Distribution Modeling (Version 0.2.1)

2022
kpcalg: Kernel PC Algorithm for Causal Structure Detection (Version 1.0.1)

2017
ks: Kernel Smoothing (Version 1.14.2)

2005
labdsv: Ordination and Multivariate Analysis for Ecology (Version 2.1-0)

2005
landsat: Radiometric and Topographic Correction of Satellite Imagery (Version 1.1.2)

2011
latticeExtra: Extra Graphical Utilities Based on Lattice (Version 0.6-30)

2004
lazyData: A LazyData Facility (Version 1.1.0)

2013
lme4: Linear Mixed-Effects Models using 'Eigen' and S4 (Version 1.1-35.3)

2003
lmls: Gaussian Location-Scale Regression (Version 0.1.0)

2022
lmviz: A Package to Visualize Linear Models Features and Play with Them (Version 0.2.0)

2018
loa: Lattice Options and Add-Ins (Version 0.2.48.3)

2014
localIV: Estimation of Marginal Treatment Effects using Local Instrumental Variables (Version 0.3.1)

2018
logistf: Firth's Bias-Reduced Logistic Regression (Version 1.26.0)

2003
longRPart2: Recursive Partitioning of Longitudinal Data (Version 0.2.3)

2017
longsurr: Longitudinal Surrogate Marker Analysis (Version 1.0)

2022
loon: Interactive Statistical Data Visualization (Version 1.4.1)

2017
lspartition: Nonparametric Estimation and Inference Procedures using Partitioning-Based Least Squares Regression (Version 0.4)

2018
macleish: Retrieve Data from MacLeish Field Station (Version 0.3.9)

2016
marginaleffects: Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests (Version 0.19.0)

2021
mediation: Causal Mediation Analysis (Version 4.5.0)

2009
metagam: Meta-Analysis of Generalized Additive Models (Version 0.4.0)

2020
metamicrobiomeR: Microbiome Data Analysis & Meta-Analysis with GAMLSS-BEZI & Random Effects (Version 1.2)

2019
mfaces: Fast Covariance Estimation for Multivariate Sparse Functional Data (Version 0.1-4)

2021
mgcViz: Visualisations for Generalized Additive Models (Version 0.1.11)

2018
mgwrsar: GWR and MGWR with Spatial Autocorrelation (Version 1.0.5)

2021
micemd: Multiple Imputation by Chained Equations with Multilevel Data (Version 1.10.0)

2017
mirt: Multidimensional Item Response Theory (Version 1.41)

2011
mlt.docreg: Most Likely Transformations: Documentation and Regression Tests (Version 1.1-7)

2016
modelbased: Estimation of Model-Based Predictions, Contrasts and Means (Version 0.8.7)

2020
modelsummary: Summary Tables and Plots for Statistical Models and Data: Beautiful, Customizable, and Publication-Ready (Version 2.0.0)

2019
mombf: Model Selection with Bayesian Methods and Information Criteria (Version 3.5.4)

2008
morphomap: Morphometric Maps, Bone Landmarking and Cross Sectional Geometry (Version 1.5)

2019
mpae: Metodos Predictivos de Aprendizaje Estadistico (Statistical Learning Predictive Methods) (Version 0.1.2)

2024
mrds: Mark-Recapture Distance Sampling (Version 2.3.0)

2012
mudfold: Multiple UniDimensional unFOLDing (Version 1.1.21)

2017
multidplyr: A Multi-Process 'dplyr' Backend (Version 0.1.3)

2021
multifamm: Multivariate Functional Additive Mixed Models (Version 0.1.1)

2021
multipleNCC: Weighted Cox-Regression for Nested Case-Control Data (Version 1.2-4)

2014
multiridge: Fast Cross-Validation for Multi-Penalty Ridge Regression (Version 1.11)

2021
munsellinterpol: Interpolate Munsell Renotation Data from Hue/Chroma to CIE/RGB (Version 3.0-0)

2014
myTAI: Evolutionary Transcriptomics (Version 0.9.3)

2014
networkGen: Network Maze Generator (Version 0.1.1)

2017
nfl4th: Functions to Calculate Optimal Fourth Down Decisions in the National Football League (Version 1.0.4)

2021
nflfastR: Functions to Efficiently Access NFL Play by Play Data (Version 4.6.1)

2020
nlraa: Nonlinear Regression for Agricultural Applications (Version 1.9.7)

2020
npregfast: Nonparametric Estimation of Regression Models with Factor-by-Curve Interactions (Version 1.5.2)

2015
oddsratio: Odds Ratio Calculation for GAM(M)s & GLM(M)s (Version 2.0.1)

2016
oddstream: Outlier Detection in Data Streams (Version 0.5.0)

2019
openair: Tools for the Analysis of Air Pollution Data (Version 2.18-2)

2010
openairmaps: Create Maps of Air Pollution Data (Version 0.8.1)

2022
opera: Online Prediction by Expert Aggregation (Version 1.2.0)

2016
optimalThreshold: Bayesian Methods for Optimal Threshold Estimation (Version 1.0)

2020
ordPens: Selection, Fusion, Smoothing and Principal Components Analysis for Ordinal Variables (Version 1.1.0)

2011
ordgam: Additive Model for Ordinal Data using Laplace P-Splines (Version 0.9.1)

2023
pagoda2: Single Cell Analysis and Differential Expression (Version 1.0.12)

2021
palaeoSig: Significance Tests for Palaeoenvironmental Reconstructions (Version 2.1-3)

2011
pammtools: Piece-Wise Exponential Additive Mixed Modeling Tools for Survival Analysis (Version 0.5.93)

2018
parameters: Processing of Model Parameters (Version 0.21.6)

2019
parsnip: A Common API to Modeling and Analysis Functions (Version 1.2.1)

2018
particles: A Graph Based Particle Simulator Based on D3-Force (Version 0.2.3)

2018
penfa: Single- And Multiple-Group Penalized Factor Analysis (Version 0.1.1)

2021
performance: Assessment of Regression Models Performance (Version 0.11.0)

2019
personalized: Estimation and Validation Methods for Subgroup Identification and Personalized Medicine (Version 0.2.7)

2017
plotluck: 'ggplot2' Version of "I'm Feeling Lucky!" (Version 1.1.1)

2016
plsmselect: Linear and Smooth Predictor Modelling with Penalisation and Variable Selection (Version 0.2.0)

2019
pmcalibration: Calibration Curves for Clinical Prediction Models (Version 0.1.0)

2023
polle: Policy Learning (Version 1.4)

2022
poptrend: Estimate Smooth and Linear Trends from Population Count Survey Data (Version 0.2.0)

2016
ppgam: Generalised Additive Point Process Models (Version 1.0.1)

2020
precmed: Precision Medicine (Version 1.0.0)

2022
predkmeans: Covariate Adaptive Clustering (Version 0.1.1)

2017
presmTP: Methods for Transition Probabilities (Version 1.1.0)

2019
probably: Tools for Post-Processing Predicted Values (Version 1.0.3)

2018
projpred: Projection Predictive Feature Selection (Version 2.8.0)

2018
pscl: Political Science Computational Laboratory (Version 1.5.9)

2005
psychonetrics: Structural Equation Modeling and Confirmatory Network Analysis (Version 0.11.6)

2019
qfa: Quantile-Frequency Analysis (QFA) of Time Series (Version 2.1)

2013
qgam: Smooth Additive Quantile Regression Models (Version 1.3.4)

2017
quantregGrowth: Non-Crossing Additive Regression Quantiles and Non-Parametric Growth Charts (Version 1.7-0)

2013
r2glmm: Computes R Squared for Mixed (Multilevel) Models (Version 0.1.2)

2016
rTG: Methods to Analyse Seasonal Radial Tree Growth Data (Version 1.0.2)

2021
randnet: Random Network Model Estimation, Selection and Parameter Tuning (Version 0.7)

2017
rassta: Raster-Based Spatial Stratification Algorithms (Version 1.0.5)

2021
recolorize: Color-Based Image Segmentation (Version 0.1.0)

2021
refitME: Measurement Error Modelling using MCEM (Version 1.2.2)

2021
refreg: Conditional Multivariate Reference Regions (Version 0.1.1)

2021
refund: Regression with Functional Data (Version 0.1-35)

2010
registr: Curve Registration for Exponential Family Functional Data (Version 2.1.0)

2020
reldist: Relative Distribution Methods (Version 1.7-2)

2004
remap: Regional Spatial Modeling with Continuous Borders (Version 0.3.1)

2021
rioja: Analysis of Quaternary Science Data (Version 1.0-6)

2009
riskRegression: Risk Regression Models and Prediction Scores for Survival Analysis with Competing Risks (Version 2023.12.21)

2011
rlme: Rank-Based Estimation and Prediction in Random Effects Nested Models (Version 0.5)

2013
rpanel: Simple Interactive Controls for R using the 'tcltk' Package (Version 1.1-5.2)

2006
rstanarm: Bayesian Applied Regression Modeling via Stan (Version 2.32.1)

2016
rstpm2: Smooth Survival Models, Including Generalized Survival Models (Version 1.6.3)

2015
rticulate: Ultrasound Tongue Imaging (Version 1.7.3)

2021
sageR: Applied Statistics for Economics and Management with R (Version 0.6.1)

2021
scITD: Single-Cell Interpretable Tensor Decomposition (Version 1.0.4)

2021
scam: Shape Constrained Additive Models (Version 1.2-16)

2012
scar: Shape-Constrained Additive Regression: a Maximum Likelihood Approach (Version 0.2-2)

2013
sdPrior: Scale-Dependent Hyperpriors in Structured Additive Distributional Regression (Version 1.0-0)

2015
sdmTMB: Spatial and Spatiotemporal SPDE-Based GLMMs with 'TMB' (Version 0.5.0)

2023
season: Seasonal Analysis of Health Data (Version 0.3.15)

2009
secr: Spatially Explicit Capture-Recapture (Version 4.6.6)

2010
see: Model Visualisation Toolbox for 'easystats' and 'ggplot2' (Version 0.8.3)

2019
semsfa: Semiparametric Estimation of Stochastic Frontier Models (Version 1.1)

2015
seqICP: Sequential Invariant Causal Prediction (Version 1.1)

2017
sesem: Spatially Explicit Structural Equation Modeling (Version 1.0.2)

2014
sfislands: Streamlines the Process of Fitting Areal Spatial Models (Version 1.0.0)

2024
sfsmisc: Utilities from 'Seminar fuer Statistik' ETH Zurich (Version 1.1-18)

2004
shapr: Prediction Explanation with Dependence-Aware Shapley Values (Version 0.2.2)

2020
simPH: Simulate and Plot Estimates from Cox Proportional Hazards Models (Version 1.3.13)

2013
simex: SIMEX- And MCSIMEX-Algorithm for Measurement Error Models (Version 1.8)

2005
simml: Single-Index Models with Multiple-Links (Version 0.3.0)

2019
simsl: Single-Index Models with a Surface-Link (Version 0.2.1)

2019
simstudy: Simulation of Study Data (Version 0.7.1)

2016
sisal: Sequential Input Selection Algorithm (Version 0.48)

2015
sjSDM: Scalable Joint Species Distribution Modeling (Version 1.0.5)

2022
sits: Satellite Image Time Series Analysis for Earth Observation Data Cubes (Version 1.4.2-1)

2022
skedastic: Handling Heteroskedasticity in the Linear Regression Model (Version 2.0.2)

2020
slp: Discrete Prolate Spheroidal (Slepian) Sequence Regression Smoothers (Version 1.0-5)

2014
smurf: Sparse Multi-Type Regularized Feature Modeling (Version 1.1.5)

2018
soilhypfit: Modelling of Soil Water Retention and Hydraulic Conductivity Data (Version 0.1-7)

2021
sparseFLMM: Functional Linear Mixed Models for Irregularly or Sparsely Sampled Data (Version 0.4.1)

2017
spatialEco: Spatial Analysis and Modelling Utilities (Version 2.0-2)

2015
spatialrisk: Calculating Spatial Risk (Version 0.7.1)

2018
spatialwarnings: Spatial Early Warning Signals of Ecosystem Degradation (Version 3.0.3)

2017
spatstat.model: Parametric Statistical Modelling and Inference for the 'spatstat' Family (Version 3.2-11)

2022
srp: Smooth-Rough Partitioning of the Regression Coefficients (Version 1.2.0)

2018
stacomiR: Fish Migration Monitoring (Version 0.6.1)

2018
stargazer: Well-Formatted Regression and Summary Statistics Tables (Version 5.2.3)

2012
starsExtra: Miscellaneous Functions for Working with 'stars' Rasters (Version 0.2.8)

2020
stopp: Spatio-Temporal Point Pattern Methods, Model Fitting, Diagnostics, Simulation, Local Tests (Version 0.2.3)

2023
structree: Tree-Structured Clustering (Version 1.1.7)

2016
tableeasy: Tables of Clinical Study (Version 1.1.2)

2022
targeted: Targeted Inference (Version 0.5)

2020
tf: S3 Classes and Methods for Tidy Functional Data (Version 0.3.3)

2024
tidygam: Tidy Prediction and Plotting of Generalised Additive Models (Version 0.2.0)

2023
tidymv: Tidy Model Visualisation for Generalised Additive Models (Version 3.4.2)

2019
tidyvpc: VPC Percentiles and Prediction Intervals (Version 1.5.1)

2020
tinycodet: Functions to Help in your Coding Etiquette (Version 0.4.6)

2023
tourr: Tour Methods for Multivariate Data Visualisation (Version 1.2.0)

2010
trackeRapp: Interface for the Analysis of Running, Cycling and Swimming Data from GPS-Enabled Tracking Devices (Version 1.2)

2019
tramME: Transformation Models with Mixed Effects (Version 1.0.5)

2020
treedater: Fast Molecular Clock Dating of Phylogenetic Trees with Rate Variation (Version 0.5.0)

2018
tripEstimation: Metropolis Sampler and Supporting Functions for Estimating Animal Movement from Archival Tags and Satellite Fixes (Version 0.0-46)

2007
tsDyn: Nonlinear Time Series Models with Regime Switching (Version 11.0.4.1)

2006
tukeytrend: Tukeys Trend Test via Multiple Marginal Models (Version 0.7)

2017
tvem: Time-Varying Effect Models (Version 1.4.1)

2020
vagam: Variational Approximations for Generalized Additive Models (Version 1.1)

2019
vegan: Community Ecology Package (Version 2.6-4)

2001
vetiver: Version, Share, Deploy, and Monitor Models (Version 0.2.5)

2021
vglmer: Variational Inference for Hierarchical Generalized Linear Models (Version 1.0.3)

2022
vinereg: D-Vine Quantile Regression (Version 0.10.0)

2018
virtualPollen: Simulating Pollen Curves from Virtual Taxa with Different Life and Niche Traits (Version 1.0.1)

2019
voi: Expected Value of Information (Version 1.0.2)

2023
voxel: Mass-Univariate Voxelwise Analysis of Medical Imaging Data (Version 1.3.5)

2016
weightedGCM: Weighted Generalised Covariance Measure Conditional Independence Test (Version 0.1.0)

2021
weird: Functions and Data Sets for "That's Weird: Anomaly Detection Using R" by Rob J Hyndman (Version 1.0.2)

2024
wqtrends: Assess Water Quality Trends with Generalized Additive Models (Version 1.4.2)

2023
xwf: Extrema-Weighted Feature Extraction (Version 0.2-3)

2017
zetadiv: Functions to Compute Compositional Turnover Using Zeta Diversity (Version 1.2.1)

2015

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