R Package Scholar
16,974

rms: Regression Modeling Strategies

Frank E Harrell Jr   View description and downloadsView dependenciesGitHub project

2009 Published
6.8-0 Version
0 Citations
1 Authors
Referenced by ⇅ Year
DynNom: Visualising Statistical Models using Dynamic Nomograms (Version 5.0.2)

2015
ggDCA: Calculate and Plot Decision Curve (Version 1.1)

2020
modelROC: Model Based ROC Analysis (Version 1.0)

2021
SurvivalPath: Construction and Visualization of Survival Path Tree using Time-Series Survival Data (Version 1.3.2)

2022
plotRCS: Plot Restricted Cubic Splines Curves (Version 0.1.4)

2023
expertsurv: Incorporate Expert Opinion with Parametric Survival Models (Version 1.3.0)

2023
ggeffects: Create Tidy Data Frames of Marginal Effects for 'ggplot' from Model Outputs (Version 1.5.2)

2017
ggquickeda: Quickly Explore Your Data Using 'ggplot2' and 'table1' Summary Tables (Version 0.3.1)

2018
ggrcs: Draw Histograms and Restricted Cubic Splines (RCS) (Version 0.3.8)

2022
ggrisk: Risk Score Plot for Cox Regression (Version 1.3)

2020
CPE: Concordance Probability Estimates in Survival Analysis (Version 1.6.3)

2008
CalibrationCurves: Calibration Performance (Version 2.0.1)

2022
CaseBasedReasoning: Case Based Reasoning (Version 0.3)

2018
CatPredi: Optimal Categorisation of Continuous Variables in Prediction Models (Version 1.3)

2017
CsChange: Testing for Change in C-Statistic (Version 0.1.7)

2017
DTAT: Dose Titration Algorithm Tuning (Version 0.3-6)

2019
FeaLect: Scores Features for Feature Selection (Version 1.20)

2010
Greg: Regression Helper Functions (Version 2.0.2)

2018
Hmisc: Harrell Miscellaneous (Version 5.1-2)

2003
JWileymisc: Miscellaneous Utilities and Functions (Version 1.4.1)

2016
LCAextend: Latent Class Analysis (LCA) with Familial Dependence in Extended Pedigrees (Version 1.3)

2011
MachineShop: Machine Learning Models and Tools (Version 3.7.0)

2018
MetabolicSurv: A Biomarker Validation Approach for Classification and Predicting Survival Using Metabolomics Signature (Version 1.1.2)

2019
NADA2: Data Analysis for Censored Environmental Data (Version 1.1.6)

2021
PAsso: Assessing the Partial Association Between Ordinal Variables (Version 0.1.10)

2020
PResiduals: Probability-Scale Residuals and Residual Correlations (Version 1.0-1)

2013
PhysicalActivity: Process Accelerometer Data for Physical Activity Measurement (Version 0.2-4)

2010
Publish: Format Output of Various Routines in a Suitable Way for Reports and Publication (Version 2023.01.17)

2017
QHScrnomo: Construct Nomograms for Competing Risks Regression Models (Version 3.0.1)

2021
Surrogate: Evaluation of Surrogate Endpoints in Clinical Trials (Version 3.2.5)

2014
SvyNom: Nomograms for Right-Censored Outcomes from Survey Designs (Version 1.2)

2012
TH.data: TH's Data Archive (Version 1.1-2)

2013
TrendInTrend: Odds Ratio Estimation and Power Calculation for the Trend in Trend Model (Version 1.1.3)

2016
base.rms: Convert Regression Between Base Function and 'rms' Package (Version 1.0)

2020
basecamb: Utilities for Streamlined Data Import, Imputation and Modelling (Version 1.1.5)

2021
bbmle: Tools for General Maximum Likelihood Estimation (Version 1.0.25.1)

2007
boot.pval: Bootstrap p-Values (Version 0.5)

2021
bujar: Buckley-James Regression for Survival Data with High-Dimensional Covariates (Version 0.2-11)

2014
calibmsm: Calibration Plots for the Transition Probabilities from Multistate Models (Version 1.0.0)

2023
catdata: Categorical Data (Version 1.2.4)

2012
cg: Compare Groups, Analytically and Graphically (Version 1.0-3)

2011
clarify: Simulation-Based Inference for Regression Models (Version 0.2.0)

2023
contrast: A Collection of Contrast Methods (Version 0.24.2)

2007
coxed: Duration-Based Quantities of Interest for the Cox Proportional Hazards Model (Version 0.3.3)

2018
cpmBigData: Fitting Semiparametric Cumulative Probability Models for Big Data (Version 0.0.1)

2023
csmpv: Biomarker Confirmation, Selection, Modelling, Prediction, and Validation (Version 1.0.3)

2024
depigner: A Utility Package to Help you Deal with "Pignas" (Version 0.9.1)

2020
diversityForest: Innovative Complex Split Procedures in Random Forests Through Candidate Split Sampling (Version 0.4.0)

2020
dosresmeta: Multivariate Dose-Response Meta-Analysis (Version 2.0.1)

2013
ecospat: Spatial Ecology Miscellaneous Methods (Version 4.0.0)

2014
effectsize: Indices of Effect Size (Version 0.8.7)

2019
ems: Epimed Solutions Collection for Data Editing, Analysis, and Benchmark of Health Units (Version 1.3.11)

2017
forestplot: Advanced Forest Plot Using 'grid' Graphics (Version 3.1.3)

2014
gap: Genetic Analysis Package (Version 1.5-3)

2004
greport: Graphical Reporting for Clinical Trials (Version 0.7-4)

2014
hIRT: Hierarchical Item Response Theory Models (Version 0.3.0)

2017
haplo.stats: Statistical Analysis of Haplotypes with Traits and Covariates when Linkage Phase is Ambiguous (Version 1.9.5.1)

2004
insight: Easy Access to Model Information for Various Model Objects (Version 0.19.10)

2019
interactionRCS: Calculate Estimates in Models with Interaction (Version 0.1.1)

2022
languageR: Analyzing Linguistic Data: A Practical Introduction to Statistics (Version 1.5.0)

2007
lodGWAS: Genome-Wide Association Analysis of a Biomarker Accounting for Limit of Detection (Version 1.0-7)

2015
lordif: Logistic Ordinal Regression Differential Item Functioning using IRT (Version 0.3-3)

2009
marginaleffects: Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests (Version 0.19.0)

2021
metadat: Meta-Analysis Datasets (Version 1.2-0)

2021
miceafter: Data and Statistical Analyses after Multiple Imputation (Version 0.5.0)

2021
missDeaths: Simulating and Analyzing Time to Event Data in the Presence of Population Mortality (Version 2.7)

2015
mlt.docreg: Most Likely Transformations: Documentation and Regression Tests (Version 1.1-7)

2016
movieROC: Visualizing the Decision Rules Underlying Binary Classification (Version 0.1.0)

2024
nlrr: Non-Linear Relative Risk Estimation and Plotting (Version 0.1)

2015
nomogramEx: Extract Equations from a Nomogram (Version 3.0)

2016
nomogramFormula: Calculate Total Points and Probabilities for Nomogram (Version 1.2.0.0)

2019
ordcrm: Likelihood-Based Continual Reassessment Method (CRM) Dose Finding Designs (Version 1.0.0)

2016
ordinalNet: Penalized Ordinal Regression (Version 2.12)

2015
ormBigData: Fitting Semiparametric Cumulative Probability Models for Big Data (Version 0.0.1)

2021
ormPlot: Advanced Plotting of Ordinal Regression Models (Version 0.3.6)

2019
pander: An R 'Pandoc' Writer (Version 0.6.5)

2012
parameters: Processing of Model Parameters (Version 0.21.6)

2019
peRiodiCS: Functions for Generating Periodic Curves (Version 0.5.0)

2018
pec: Prediction Error Curves for Risk Prediction Models in Survival Analysis (Version 2023.04.12)

2008
pleio: Pleiotropy Test for Multiple Traits on a Genetic Marker (Version 1.9)

2016
plsRcox: Partial Least Squares Regression for Cox Models and Related Techniques (Version 1.7.7)

2011
pmcalibration: Calibration Curves for Clinical Prediction Models (Version 0.1.0)

2023
psfmi: Prediction Model Pooling, Selection and Performance Evaluation Across Multiply Imputed Datasets (Version 1.4.0)

2019
pubh: A Toolbox for Public Health and Epidemiology (Version 1.3.2)

2018
qreport: Statistical Reporting with 'Quarto' (Version 1.0-0)

2023
rankCorr: Total, Between-, and Within-Cluster Spearman Rank Correlations for Clustered Data (Version 1.0.1)

2023
rankhazard: Rank-Hazard Plots (Version 1.1.0)

2012
rcssci: Visualization of Restricted Cubic Splines (Version 0.4.0)

2022
riskRegression: Risk Regression Models and Prediction Scores for Survival Analysis with Competing Risks (Version 2023.12.21)

2011
rmsb: Bayesian Regression Modeling Strategies (Version 1.1-0)

2020
rprev: Estimating Disease Prevalence from Registry Data (Version 1.0.5)

2016
sMSROC: Assessment of Diagnostic and Prognostic Markers (Version 0.1.2)

2022
seawaveQ: SEAWAVE-Q Model (Version 2.0.2)

2013
seqimpute: Imputation of Missing Data in Sequence Analysis (Version 2.0.0)

2022
shrink: Global, Parameterwise and Joint Shrinkage Factor Estimation (Version 1.2.3)

2013
simstudy: Simulation of Study Data (Version 0.7.1)

2016
spatialEco: Spatial Analysis and Modelling Utilities (Version 2.0-2)

2015
stargazer: Well-Formatted Regression and Summary Statistics Tables (Version 5.2.3)

2012
sure: Surrogate Residuals for Ordinal and General Regression Models (Version 0.2.0)

2017
survAUC: Estimators of Prediction Accuracy for Time-to-Event Data (Version 1.2-0)

2011
survHE: Survival Analysis in Health Economic Evaluation (Version 2.0.1)

2017
survex: Explainable Machine Learning in Survival Analysis (Version 1.2.0)

2022
tangram: The Grammar of Tables (Version 0.8.2)

2017
texreg: Conversion of R Regression Output to LaTeX or HTML Tables (Version 1.39.3)

2012

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