R Package Scholar
26,500

generics: Common S3 Generics not Provided by Base R Methods Related to Model Fitting

Hadley Wickham  Max Kuhn  Davis Vaughan  RStudio   View description and downloadsView dependenciesGitHub project

2018 Published
0.1.3 Version
0 Citations
4 Authors
Referenced by ⇅ Year
healthcareai: Tools for Healthcare Machine Learning (Version 2.5.1)

2017
plot3logit: Ternary Plots for Trinomial Regression Models (Version 3.1.4)

2019
rdddr: Companion Datasets and Functions for Blair, Coppock, and Humphreys (2022) "Research Design: Declare, Diagnose, Redesign" (Version 1.0.0)

2022
workboots: Generate Bootstrap Prediction Intervals from a "tidymodels" Workflow (Version 0.2.0)

2022
fwildclusterboot: Fast Wild Cluster Bootstrap Inference for Linear Models (Version 0.13.0)

2021
rdss: Companion Datasets and Functions for Research Design in the Social Sciences (Version 1.0.12)

2023
embed: Extra Recipes for Encoding Predictors (Version 1.1.4)

2018
BVARverse: Tidy Bayesian Vector Autoregression (Version 0.0.1)

2020
CDMConnector: Connect to an OMOP Common Data Model (Version 1.5.0)

2022
CR2: Compute Cluster Robust Standard Errors with Degrees of Freedom Adjustments (Version 0.2.1)

2022
DeclareDesign: Declare and Diagnose Research Designs (Version 1.0.10)

2018
DesignLibrary: Library of Research Designs (Version 0.1.10)

2018
DirectEffects: Estimating Controlled Direct Effects for Explaining Causal Findings (Version 0.3)

2018
MARSS: Multivariate Autoregressive State-Space Modeling (Version 3.11.9)

2010
MLMusingR: Practical Multilevel Modeling (Version 0.3.2)

2022
MachineShop: Machine Learning Models and Tools (Version 3.8.0)

2018
OlinkAnalyze: Facilitate Analysis of Proteomic Data from Olink (Version 4.0.1)

2022
Rsagacmd: Linking R with the Open-Source 'SAGA-GIS' Software (Version 0.4.3)

2019
SSLR: Semi-Supervised Classification, Regression and Clustering Methods (Version 0.9.3.3)

2020
SSN2: Spatial Modeling on Stream Networks (Version 0.2.1)

2023
SeuratObject: Data Structures for Single Cell Data (Version 5.0.2)

2021
Seurat: Tools for Single Cell Genomics (Version 5.1.0)

2017
TRMF: Temporally Regularized Matrix Factorization (Version 0.2.1)

2021
WeightIt: Weighting for Covariate Balance in Observational Studies (Version 1.3.1)

2017
actxps: Create Actuarial Experience Studies: Prepare Data, Summarize Results, and Create Reports (Version 1.5.0)

2022
agua: 'tidymodels' Integration with 'h2o' (Version 0.1.4)

2022
arules: Mining Association Rules and Frequent Itemsets (Version 1.7-8)

2005
bage: Bayesian Estimation and Forecasting of Age-Specific Rates (Version 0.7.4)

2024
baguette: Efficient Model Functions for Bagging (Version 1.0.2)

2020
beastt: Bayesian Evaluation, Analysis, and Simulation Software Tools for Trials (Version 0.0.1)

2024
bestNormalize: Normalizing Transformation Functions (Version 1.9.1)

2017
bfsl: Best-Fit Straight Line (Version 0.2.0)

2018
birdie: Bayesian Instrumental Regression for Disparity Estimation (Version 0.6.1)

2024
broom: Convert Statistical Objects into Tidy Tibbles (Version 1.0.7)

2014
brulee: High-Level Modeling Functions with 'torch' (Version 0.3.0)

2021
camtrapR: Camera Trap Data Management and Preparation of Occupancy and Spatial Capture-Recapture Analyses (Version 2.3.0)

2015
card: Cardiovascular and Autonomic Research Design (Version 0.1.0)

2020
caretForecast: Conformal Time Series Forecasting Using State of Art Machine Learning Algorithms (Version 0.1.1)

2022
censored: 'parsnip' Engines for Survival Models (Version 0.3.2)

2022
chainbinomial: Chain Binomial Models for Analysis of Infectious Disease Data (Version 0.1.5)

2024
charcuterie: Handle Strings as Vectors of Characters (Version 0.0.4)

2024
cmstatr: Statistical Methods for Composite Material Data (Version 0.9.3)

2020
cmstatrExt: More Statistical Methods for Composite Material Data (Version 0.4.0)

2024
coder: Deterministic Categorization of Items Based on External Code Data (Version 0.13.10)

2021
coxphf: Cox Regression with Firth's Penalized Likelihood (Version 1.13.4)

2007
cpmr: Connectome Predictive Modelling in R (Version 0.1.0)

2024
crossmap: Apply Functions to All Combinations of List Elements (Version 0.4.0)

2020
crumble: Flexible and General Mediation Analysis Using Riesz Representers (Version 0.1.0)

2024
dbscan: Density-Based Spatial Clustering of Applications with Noise (DBSCAN) and Related Algorithms (Version 1.2-0)

2015
did: Treatment Effects with Multiple Periods and Groups (Version 2.1.2)

2018
disbayes: Bayesian Multi-State Modelling of Chronic Disease Burden Data (Version 1.1.0)

2022
distributional: Vectorised Probability Distributions (Version 0.5.0)

2020
dplyr: A Grammar of Data Manipulation (Version 1.1.4)

2014
dr4pl: Dose Response Data Analysis using the 4 Parameter Logistic (4pl) Model (Version 2.0.0)

2017
ergm.multi: Fit, Simulate and Diagnose Exponential-Family Models for Multiple or Multilayer Networks (Version 0.2.1)

2022
estimatr: Fast Estimators for Design-Based Inference (Version 1.0.4)

2018
evinf: Inference with Extreme Value Inflated Count Data (Version 0.8.10)

2023
extrasteps: More Miscellaneous Steps for the 'recipes' Package (Version 0.1.0)

2024
exuber: Econometric Analysis of Explosive Time Series (Version 1.0.2)

2018
fabletools: Core Tools for Packages in the 'fable' Framework (Version 0.5.0)

2019
factiv: Instrumental Variables Estimation for 2^k Factorial Experiments (Version 0.1.0)

2021
fastai: Interface to 'fastai' (Version 2.2.2)

2020
finnts: Microsoft Finance Time Series Forecasting Framework (Version 0.5.0)

2022
flexsurv: Flexible Parametric Survival and Multi-State Models (Version 2.3.2)

2011
forecast: Forecasting Functions for Time Series and Linear Models (Version 8.23.0)

2009
geomultistar: Multidimensional Queries Enriched with Geographic Data (Version 1.2.2)

2020
ggpmisc: Miscellaneous Extensions to 'ggplot2' (Version 0.6.0)

2016
glinvci: Phylogenetic Comparative Methods with Uncertainty Estimates (Version 1.2.4)

2021
goldfish: Statistical Network Models for Dynamic Network Data (Version 1.6.10)

2022
gratis: Generating Time Series with Diverse and Controllable Characteristics (Version 1.0.7)

2020
greybox: Toolbox for Model Building and Forecasting (Version 2.0.2)

2018
hbal: Hierarchically Regularized Entropy Balancing (Version 1.2.12)

2023
huxtable: Easily Create and Style Tables for LaTeX, HTML and Other Formats (Version 5.5.7)

2017
infer: Tidy Statistical Inference (Version 1.0.7)

2018
interactions: Comprehensive, User-Friendly Toolkit for Probing Interactions (Version 1.2.0)

2019
ipd: Inference on Predicted Data (Version 0.1.2)

2024
jlme: Regression Modelling with 'GLM.jl' and 'MixedModels.jl' in 'Julia' (Version 0.4.0)

2024
jlmerclusterperm: Cluster-Based Permutation Analysis for Densely Sampled Time Data (Version 1.1.4)

2023
joineRML: Joint Modelling of Multivariate Longitudinal Data and Time-to-Event Outcomes (Version 0.4.6)

2016
jtools: Analysis and Presentation of Social Scientific Data (Version 2.3.0)

2017
kDGLM: Bayesian Analysis of Dynamic Generalized Linear Models (Version 1.2.0)

2024
keras: R Interface to 'Keras' (Version 2.15.0)

2017
keras3: R Interface to 'Keras' (Version 1.2.0)

2024
legion: Forecasting Using Multivariate Models (Version 0.1.2)

2021
lmls: Gaussian Location-Scale Regression (Version 0.1.0)

2022
lmtp: Non-Parametric Causal Effects of Feasible Interventions Based on Modified Treatment Policies (Version 1.4.0)

2020
lnmixsurv: Bayesian Mixture Log-Normal Survival Model (Version 3.1.6)

2024
logitr: Logit Models w/Preference & WTP Space Utility Parameterizations (Version 1.1.2)

2021
ltertools: Tools Developed by the Long Term Ecological Research Community (Version 1.1.0)

2024
lubridate: Make Dealing with Dates a Little Easier (Version 1.9.3)

2010
luz: Higher Level 'API' for 'torch' (Version 0.4.0)

2021
marginaleffects: Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests (Version 0.23.0)

2021
maxLik: Maximum Likelihood Estimation and Related Tools (Version 1.5-2.1)

2008
mcmcr: Manipulate MCMC Samples (Version 0.6.1)

2018
mhurdle: Multiple Hurdle Tobit Models (Version 1.3-1)

2010
mice: Multivariate Imputation by Chained Equations (Version 3.16.0)

2006
micsr: Microeconometrics with R (Version 0.1-1)

2024
migraph: Univariate and Multivariate Tests for Multimodal and Other Networks (Version 1.4.2)

2021
mixpoissonreg: Mixed Poisson Regression for Overdispersed Count Data (Version 1.0.0)

2021
mmrm: Mixed Models for Repeated Measures (Version 0.3.14)

2022
modelsummary: Summary Tables and Plots for Statistical Models and Data: Beautiful, Customizable, and Publication-Ready (Version 2.2.0)

2019
modeltests: Testing Infrastructure for Broom Model Generics (Version 0.1.6)

2020
modeltime.ensemble: Ensemble Algorithms for Time Series Forecasting with Modeltime (Version 1.0.4)

2020
msm: Multi-State Markov and Hidden Markov Models in Continuous Time (Version 1.8.1)

2002
nestedmodels: Tidy Modelling for Nested Data (Version 1.1.0)

2022
nlist: Lists of Numeric Atomic Objects (Version 0.3.3)

2020
nlmixr2est: Nonlinear Mixed Effects Models in Population PK/PD, Estimation Routines (Version 3.0.1)

2022
nn2poly: Neural Network Weights Transformation into Polynomial Coefficients (Version 0.1.1)

2024
nnfor: Time Series Forecasting with Neural Networks (Version 0.9.9)

2017
offsetreg: An Extension of 'Tidymodels' Supporting Offset Terms (Version 1.1.0)

2024
ordr: A 'tidyverse' Extension for Ordinations and Biplots (Version 0.1.1)

2022
panelr: Regression Models and Utilities for Repeated Measures and Panel Data (Version 0.7.8)

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

2018
phangorn: Phylogenetic Reconstruction and Analysis (Version 2.12.1)

2008
pins: Pin, Discover, and Share Resources (Version 1.4.0)

2019
plsmod: Model Wrappers for Projection Methods (Version 1.0.0)

2020
poissonreg: Model Wrappers for Poisson Regression (Version 1.0.1)

2020
probably: Tools for Post-Processing Predicted Values (Version 1.0.3)

2018
profoc: Probabilistic Forecast Combination Using CRPS Learning (Version 1.3.3)

2021
psborrow2: Bayesian Dynamic Borrowing Analysis and Simulation (Version 0.0.3.4)

2024
qgcomp: Quantile G-Computation (Version 2.15.2)

2019
recipes: Preprocessing and Feature Engineering Steps for Modeling (Version 1.1.0)

2017
reservr: Fit Distributions and Neural Networks to Censored and Truncated Data (Version 0.0.3)

2022
ri2: Randomization Inference for Randomized Experiments (Version 0.4.0)

2018
rmdl: Language to Manage Many Models (Version 0.1.0)

2024
rsample: General Resampling Infrastructure (Version 1.2.1)

2017
rsimsum: Analysis of Simulation Studies Including Monte Carlo Error (Version 0.13.0)

2018
rstatix: Pipe-Friendly Framework for Basic Statistical Tests (Version 0.7.2)

2019
rules: Model Wrappers for Rule-Based Models (Version 1.0.2)

2020
scimo: Extra Recipes Steps for Dealing with Omics Data (Version 0.0.2)

2024
sdmTMB: Spatial and Spatiotemporal SPDE-Based GLMMs with 'TMB' (Version 0.6.0)

2023
sentopics: Tools for Joint Sentiment and Topic Analysis of Textual Data (Version 0.7.4)

2022
setartree: SETAR-Tree - A Novel and Accurate Tree Algorithm for Global Time Series Forecasting (Version 0.2.1)

2023
shinymodels: Interactive Assessments of Models (Version 0.1.1)

2021
simpr: Flexible 'Tidyverse'-Friendly Simulations (Version 0.2.6)

2022
smooth: Forecasting Using State Space Models (Version 4.1.0)

2016
soundClass: Sound Classification Using Convolutional Neural Networks (Version 0.0.9.2)

2022
sparklyr: R Interface to Apache Spark (Version 1.8.6)

2016
spmodel: Spatial Statistical Modeling and Prediction (Version 0.8.0)

2022
ssdtools: Species Sensitivity Distributions (Version 2.1.0)

2018
stacks: Tidy Model Stacking (Version 1.0.5)

2020
starschemar: Obtaining Stars from Flat Tables (Version 1.2.5)

2020
stdReg2: Regression Standardization for Causal Inference (Version 1.0.1)

2024
stickyr: Data Frames with Persistent Columns and Attributes (Version 0.1.2)

2022
summclust: Module to Compute Influence and Leverage Statistics for Regression Models with Clustered Errors (Version 0.7.2)

2022
survex: Explainable Machine Learning in Survival Analysis (Version 1.2.0)

2022
survstan: Fitting Survival Regression Models via 'Stan' (Version 0.0.7.1)

2023
tern.mmrm: Tables and Graphs for Mixed Models for Repeated Measures (MMRM) (Version 0.3.2)

2023
textrecipes: Extra 'Recipes' for Text Processing (Version 1.0.6)

2018
tfdatasets: Interface to 'TensorFlow' Datasets (Version 2.17.0)

2018
themis: Extra Recipes Steps for Dealing with Unbalanced Data (Version 1.0.2)

2020
tidyclust: A Common API to Clustering (Version 0.2.3)

2022
tidydann: Add the 'dann' Model and the 'sub_dann' Model to the Tidymodels Ecosystem (Version 1.0.0)

2023
tidyfit: Regularized Linear Modeling with Tidy Data (Version 0.7.2)

2022
tidyindex: A Tidy Data Pipeline to Construct, Compare, and Analyse Indexes (Version 0.1.0)

2023
tidylda: Latent Dirichlet Allocation Using 'tidyverse' Conventions (Version 0.0.5)

2021
tidyposterior: Bayesian Analysis to Compare Models using Resampling Statistics (Version 1.0.1)

2017
tidypredict: Run Predictions Inside the Database (Version 0.5)

2018
tidyrules: Utilities to Retrieve Rulelists from Model Fits, Filter, Prune, Reorder and Predict on Unseen Data (Version 0.2.7)

2019
tidytext: Text Mining using 'dplyr', 'ggplot2', and Other Tidy Tools (Version 0.4.2)

2019
timetk: A Tool Kit for Working with Time Series (Version 2.9.0)

2017
tsDyn: Nonlinear Time Series Models with Regime Switching (Version 11.0.4.1)

2006
tsibble: Tidy Temporal Data Frames and Tools (Version 1.1.5)

2018
tune: Tidy Tuning Tools (Version 1.2.1)

2020
vctrs: Vector Helpers (Version 0.6.5)

2018
vetiver: Version, Share, Deploy, and Monitor Models (Version 0.2.5)

2021
visOmopResults: Graphs and Tables for OMOP Results (Version 0.4.0)

2024
vital: Tidy Analysis Tools for Mortality, Fertility, Migration and Population Data (Version 1.1.0)

2024
workflows: Modeling Workflows (Version 1.1.4)

2019
workflowsets: Create a Collection of 'tidymodels' Workflows (Version 1.1.0)

2021
yardstick: Tidy Characterizations of Model Performance (Version 1.3.1)

2017
ycevo: Nonparametric Estimation of the Yield Curve Evolution (Version 0.2.1)

2022

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