IalsaSynthesis |
Synthesizing Information Across Collaborating Research |
IASD |
Model Selection for Index of Asymmetry Distribution |
IAT |
Cleaning and Visualizing Implicit Association Test (IAT) Data |
IATscores |
Implicit Association Test Scores Using Robust Statistics |
iBATCGH |
Integrative Bayesian Analysis of Transcriptomic and CGH Data |
ibd |
INCOMPLETE BLOCK DESIGNS |
IBDhaploRtools |
Functions for the Analysis of IBD Haplo Output |
IBDLabels |
Convert Between Different IBD-State Labelling Schemes |
ibdreg |
Regression Methods for IBD Linkage With Covariates |
IBDsim |
Simulation of Chromosomal Regions Shared by Family Members |
ibeemd |
Irregular-lattice based ensemble empirical mode decomposition |
ibelief |
Belief Function Implementation |
IBHM |
Approximation using the IBHM method |
ibm |
Individual Based Models in R |
ibmdbR |
IBM in-Database Analytics for R |
Iboot |
Iboot: iterated bootstrap tests and confidence sets |
ibr |
Iterative Bias Reduction |
IBrokers |
R API to Interactive Brokers Trader Workstation |
iBUGS |
An Interface to WinBUGS/OpenBUGS/JAGS by gWidgets |
iC10 |
A Copy Number and Expression-Based Classifier for Breast Tumours |
iC10TrainingData |
Training datasets for iC10 package |
IC2 |
Inequality and Concentration Indices and Curves |
ic50 |
Standardized high-throughput evaluation of cell-based compound screens |
ica |
Independent Component Analysis |
ICAFF |
Imperialist Competitive Algorithm |
icamix |
Estimation of ICA Mixture Models |
icaOcularCorrection |
Independent Components Analysis (ICA) based artifact correction |
icapca |
Mixed ICA/PCA |
icarus |
Calibrates and Reweights Units in Samples |
ICBayes |
Bayesian Semiparametric Models for Interval-Censored Data |
ICC |
Facilitating Estimation of the Intraclass Correlation Coefficient |
iccbeta |
Multilevel model intraclass correlation for slope heterogeneity |
ICC.Sample.Size |
Calculation of Sample Size and Power for ICC |
icd |
Tools for Working with ICD-9 and ICD-10 Codes, and Finding Comorbidities |
icd9 |
Tools for Working with ICD-9 Codes, and Finding Comorbidities |
icdGLM |
EM by the Method of Weights for Incomplete Categorical Data in Generlized Linear Models |
ICE |
Iterated Conditional Expectation |
ICEbox |
Individual Conditional Expectation Plot Toolbox |
ICEinfer |
Incremental Cost-Effectiveness (ICE) Statistical Inference from Two Unbiased Samples |
icenReg |
Regression Models for Interval Censored Data |
icensmis |
Study Design and Data Analysis in the Presence of Error-Prone Diagnostic Tests and Self-Reported Outcomes |
icesAdvice |
Functions Related to ICES Advice |
ICGE |
Estimation of number of clusters and identification of atypical units |
ICGOR |
Fit Generalized Odds Rate Hazards Model with Interval Censored Data |
ic.infer |
Inequality constrained inference in linear normal situations |
iClick |
A Button-Based GUI for Financial and Economic Data Analysis |
iCluster |
Integrative clustering of multiple genomic data types |
icpsrdata |
Reproducible Data Retrieval from the ICPSR Archive |
icRSF |
A Modified Random Survival Forest Algorithm |
ICS |
Tools for Exploring Multivariate Data via ICS/ICA |
ICSNP |
Tools for Multivariate Nonparametrics |
ICsurv |
A package for semiparametric regression analysis of interval-censored data |
icsw |
Inverse Compliance Score Weighting |
idbg |
R debugger |
idbr |
R Interface to the US Census Bureau International Data Base API |
idem |
Inference in Randomized Controlled Trials with Death and Missingness |
idendr0 |
Interactive Dendrograms |
identity |
Jacquard Condensed Coefficients of Identity |
idm |
Incremental Decomposition Methods |
IDPmisc |
Utilities of Institute of Data Analyses and Process Design (www.idp.zhaw.ch) |
IDPSurvival |
Imprecise Dirichlet Process for Survival Analysis |
idr |
Irreproducible discovery rate |
IDSpatialStats |
Estimate Global Clustering in Infectious Disease |
IDTurtle |
Identify Turtles by their Plastral Biometries |
iDynoR |
R Analysis package for iDynoMiCS Simulation Results |
ie2misc |
Irucka Embry's Miscellaneous USGS Functions |
ie2miscdata |
Irucka Embry's Miscellaneous USGS Data Collection |
ieeeround |
Functions to set and get the IEEE rounding mode |
iemisc |
Irucka Embry's Miscellaneous Functions |
iemiscdata |
Irucka Embry's Miscellaneous Data Collection |
ifa |
Independent Factor Analysis |
iFad |
An integrative factor analysis model for drug-pathway association inference |
ifaTools |
Toolkit for Item Factor Analysis with OpenMx |
ifctools |
Italian Fiscal Code ('Codice Fiscale') Utilities |
IFP |
Identifying Functional Polymorphisms |
ifs |
Iterated Function Systems |
ifultools |
Insightful Research Tools |
iGasso |
Statistical Tests and Utilities for Genetic Association |
IGM.MEA |
IGM MEA Analysis |
IgorR |
Read Binary Files Saved by 'Igor Pro' (Including 'Neuromatic' Data) |
igraph |
Network Analysis and Visualization |
igraphdata |
A Collection of Network Data Sets for the 'igraph' Package |
igraphinshiny |
Use 'shiny' to Demo 'igraph' |
igraphtosonia |
Convert iGraph graps to SoNIA .son files |
ig.vancouver.2014.topcolour |
Instagram 2014 Vancouver Top Colour Dataset |
ihs |
Inverse Hyperbolic Sine Distribution |
iki.dataclim |
Consistency, Homogeneity and Summary Statistics of Climatological Data |
iLaplace |
Improved Laplace Approximation for Integrals of Unimodal Functions |
ilc |
Lee-Carter Mortality Models using Iterative Fitting Algorithms |
ILS |
Interlaboratory Study |
IM |
Orthogonal Moment Analysis |
imageData |
Aids in Processing and Plotting Data from a Lemna-Tec Scananalyzer |
imager |
Image Processing Library Based on CImg |
IMak |
Item Maker |
Imap |
Interactive Mapping |
imfr |
Download Data from the International Monetary Fund's Data API |
imguR |
An Imgur.com API Client Package |
IMIS |
Increamental Mixture Importance Sampling |
immer |
Item Response Models for Multiple Ratings |
IMP |
Interactive Model Performance Evaluation |
IMPACT |
The Impact of Items |
ImpactIV |
Identifying Causal Effect for Multi-Component Intervention Using Instrumental Variable Method |
imPois |
Imprecise Inferential Framework for Poisson Sampling Model |
import |
An Import Mechanism for R |
ImportExport |
Import and Export Data |
imprProbEst |
Minimum distance estimation in an imprecise probability model |
imputeLCMD |
A collection of methods for left-censored missing data imputation |
imputeMDR |
The Multifactor Dimensionality Reduction (MDR) Analysis for Incomplete Data |
imputeMissings |
Impute Missing Values in a Predictive Context |
imputeMulti |
Imputation Methods for Multivariate Multinomial Data |
imputePSF |
Impute Missing Data in Time Series Data with PSF Based Method |
imputeTestbench |
Test Bench for Missing Data Imputing Models/Methods Comparison |
imputeTS |
Time Series Missing Value Imputation |
imputeYn |
Imputing the Last Largest Censored Observation(s) Under Weighted Least Squares |
in2extRemes |
Into the extRemes Package |
inarmix |
Mixture models for longitudinal count data |
inbreedR |
Analysing Inbreeding Based on Genetic Markers |
inctools |
Incidence Estimation Tools |
IncucyteDRC |
Dose Response Curves from Incucyte Proliferation Assays |
IndependenceTests |
Nonparametric tests of independence between random vectors |
indicspecies |
Relationship Between Species and Groups of Sites |
inegiR |
Integrate INEGI’s (Mexican Stats Office) API with R |
ineq |
Measuring Inequality, Concentration, and Poverty |
iNEXT |
Interpolation and Extrapolation for Species Diversity |
InfDim |
Infine-dimensional model (IDM) to analyse phenotypic variation in growth trajectories |
inference |
Functions to extract inferential values of a fitted model object |
InferenceSMR |
Inference about the standardized mortality ratio when evaluating the effect of a screening program on survival |
inferference |
Methods for Causal Inference with Interference |
inflection |
Finds the Inflection Point of a Curve |
influence.ME |
Tools for Detecting Influential Data in Mixed Effects Models |
influenceR |
Software Tools to Quantify Structural Importance of Nodes in a Network |
influence.SEM |
Case Influence in Structural Equation Models |
infoDecompuTE |
Information Decomposition of Two-phase Experiments |
Information |
Data Exploration with Information Theory (Weight-of-Evidence and Information Value) |
InformationValue |
Performance Analysis and Companion Functions for Binary Classification Models |
informR |
Sequence Statistics for Relational Event Models |
infotheo |
Information-Theoretic Measures |
infra |
An Infrastructure Proxy Function |
infuser |
A Very Basic Templating Engine |
Infusion |
Inference Using Simulation |
infutil |
Information Utility |
ini |
Read and Write '.ini' Files |
injectoR |
R Dependency Injection |
INLABMA |
Bayesian Model Averaging with INLA |
inline |
Functions to Inline C, C++, Fortran Function Calls from R |
inlinedocs |
Convert inline comments to documentation |
inpdfr |
Analyse Text Documents Using Ecological Tools |
InPosition |
Inference Tests for ExPosition |
insideRODE |
insideRODE includes buildin functions with deSolve solver and C/FORTRAN interfaces to nlme, together with compiled codes |
InSilicoVA |
Probabilistic Verbal Autopsy Coding with 'InSilicoVA' Algorithm |
insol |
Solar Radiation |
InspectChangepoint |
High-Dimensional Changepoint Estimation via Sparse Projection |
install.load |
Check, Install and Load CRAN & USGS GRAN Packages |
installr |
Using R to Install Stuff (Such As: R, Rtools, RStudio, Git, and More!) |
instaR |
Access to Instagram API via R |
insuranceData |
A Collection of Insurance Datasets Useful in Risk Classification in Non-life Insurance |
intamap |
procedures for automated interpolation |
intamapInteractive |
procedures for automated interpolation - methods only to be used interactively, not included in intamap package |
IntClust |
Integrated Data Analysis via Clustering |
IntegrateBs |
Integration for B-Spline |
IntegratedJM |
Joint Modelling of the Gene-Expression and Bioassay Data, Taking Care of the Effect Due to a Fingerprint Feature |
IntegratedMRF |
Integrated Prediction using Univariate and Multivariate Random Forests |
Interact |
Tests for marginal interactions in a 2 class response model |
interactionTest |
Calculates Critical Test Statistics to Control False Discovery and Familywise Error Rates in Marginal Effects Plots |
InteractiveIGraph |
interactive network analysis and visualization |
interAdapt |
interAdapt |
Interatrix |
Compute Chi-Square Measures with Corrections |
intercure |
Cure Rate Estimators for Interval Censored Data |
interferenceCI |
Exact Confidence Intervals in the Presence of Interference |
intergraph |
Coercion Routines for Network Data Objects |
internetarchive |
An API Client for the Internet Archive |
interplot |
Plot the Effects of Variables in Interaction Terms |
Interpol |
Interpolation of amino acid sequences |
Interpol.T |
Hourly interpolation of multiple temperature daily series |
interpretR |
Binary Classifier and Regression Model Interpretation Functions |
InterSIM |
Simulation of Inter-Related Genomic Datasets |
InterVA4 |
Replicate and Analyse InterVA4 |
interval |
Weighted Logrank Tests and NPMLE for interval censored data |
intervals |
Tools for Working with Points and Intervals |
interventionalDBN |
Interventional Inference for Dynamic Bayesian Networks |
IntLik |
Numerical Integration for Integrated Likelihood |
IntNMF |
Integrative Clustering of Multiple Genomic Dataset |
intpoint |
linear programming solver by the interior point method and graphically (two dimensions) |
inTrees |
Interpret Tree Ensembles |
intReg |
Interval Regression |
intRegGOF |
Integrated Regression Goodness of Fit |
introgress |
methods for analyzing introgression between divergent lineages |
intsvy |
International Assessment Data Manager |
intubate |
Interface to Popular R Functions for Data Science Pipelines |
InvariantCausalPrediction |
Invariant Causal Prediction |
InventorymodelPackage |
Inventorymodel |
investr |
Inverse Estimation/Calibration Functions |
invgamma |
The Inverse Gamma Distribution |
invGauss |
Threshold regression that fits the (randomized drift) inverse Gaussian distribution to survival data |
invLT |
Inversion of Laplace-Transformed Functions |
io |
A Unified Framework for Input-Output Operations in R |
ioncopy |
Calling Copy Number Alterations in Amplicon Sequencing Data |
ionflows |
Calculate the Number of Required Flows for Semiconductor Sequencing |
ionr |
Test for Indifference of Indicator |
iopsych |
Methods for Industrial/Organizational Psychology |
iosmooth |
Functions for smoothing with infinite order flat-top kernels |
iotools |
I/O Tools for Streaming |
ipdmeta |
Tools for subgroup analyses with multiple trial data using aggregate statistics |
ipdw |
Spatial Interpolation by Inverse Path Distance Weighting |
ipflasso |
Integrative Lasso with Penalty Factors |
ipfp |
Fast Implementation of the Iterative Proportional Fitting Procedure in C |
iplots |
iPlots - interactive graphics for R |
IPMpack |
Builds and analyses Integral Projection Models (IPMs) |
ipred |
Improved Predictors |
ips |
Interfaces to Phylogenetic Software in R |
IPSUR |
Introduction to Probability and Statistics Using R |
IPtoCountry |
Convert IP Addresses to Country Names or Full Location with Geoplotting |
iptools |
Manipulate, Validate and Resolve 'IP' Addresses |
ipw |
Estimate Inverse Probability Weights |
IQCC |
Improved Quality Control Charts |
iqLearn |
Interactive Q-Learning |
iqspr |
Generate Chemical Strings (SMILES) with the Inverse QSPR Model |
irace |
Iterated Racing Procedures |
iRafNet |
Integrative Random Forest for Gene Regulatory Network Inference |
iRefR |
iRefIndex Manager |
iRegression |
Regression Methods for Interval-Valued Variables |
iRepro |
Reproducibility for Interval-Censored Data |
IRISMustangMetrics |
Statistics and Metrics for Seismic Data |
IRISSeismic |
Classes and Methods for Seismic Data Analysis |
irlba |
Fast Truncated SVD, PCA and Symmetric Eigendecomposition for Large Dense and Sparse Matrices |
irr |
Various Coefficients of Interrater Reliability and Agreement |
irtDemo |
Item Response Theory Demo Collection |
irtoys |
Simple interface to the estimation and plotting of IRT models |
IRTpp |
Estimating IRT Parameters using the IRT Methodology |
irtProb |
Utilities and Probability Distributions Related to Multidimensional Person Item Response Models |
irtrees |
Estimation of Tree-Based Item Response Models |
IRTShiny |
Item Response Theory via Shiny |
isa2 |
The Iterative Signature Algorithm |
ISBF |
Iterative Selection of Blocks of Features - ISBF |
isdals |
Provides datasets for Introduction to Statistical Data Analysis for the Life Sciences |
ISDA.R |
interval symbolic data analysis for R |
IsingFit |
Fitting Ising models using the eLasso method |
isingLenzMC |
Monte Carlo for Classical Ising Model |
IsingSampler |
Sampling Methods and Distribution Functions for the Ising Model |
island |
Stochastic Island Biogeography Theory Made Easy |
ISLR |
Data for An Introduction to Statistical Learning with Applications in R |
ismev |
An Introduction to Statistical Modeling of Extreme Values |
Iso |
Functions to Perform Isotonic Regression |
IsoCI |
Confidence intervals for current status data based on transformations and bootstrap |
isocir |
Isotonic Inference for Circular data |
ISOcodes |
Selected ISO Codes |
IsoGene |
Order-Restricted Inference for Microarray Experiments |
isopam |
Isopam (Clustering) |
isopat |
Calculation of isotopic pattern for a given molecular formula |
isoph |
Isotonic Proportional Hazards Model |
IsoplotR |
Statistical Toolbox for Radiometric Geochronology |
ISOpureR |
Deconvolution of Tumour Profiles |
isotone |
Active Set and Generalized PAVA for Isotone Optimization |
isotonic.pen |
Penalized Isotonic Regression in one and two dimensions |
IsotopeR |
Stable Isotope Mixing Model |
ISOweek |
Week of the year and weekday according to ISO 8601 |
isva |
Independent Surrogate Variable Analysis |
ISwR |
Introductory Statistics with R |
itcSegment |
Individual Tree Crowns Segmentation |
ITEMAN |
Classical Item Analysis |
iteRates |
Parametric rate comparison |
iterators |
Provides Iterator Construct for R |
iterLap |
Approximate probability densities by iterated Laplace Approximations |
iterpc |
Efficient Iterator for Permutations and Combinations |
itertools |
Iterator Tools |
itertools2 |
itertools2: Functions creating iterators for efficient looping |
itree |
Tools for classification and regression trees, with an emphasis on interpretability |
its |
Irregular Time Series |
itsadug |
Interpreting Time Series and Autocorrelated Data Using GAMMs |
itsmr |
Time series analysis package for students |
IUPS |
Incorporating Uncertainties in Propensity Scores |
ivbma |
Bayesian Instrumental Variable Estimation and Model Determination via Conditional Bayes Factors |
ivfixed |
Instrumental fixed effect panel data model |
ivlewbel |
Uses heteroscedasticity to estimate mismeasured and endogenous regressor models |
ivmodel |
Statistical Inference and Sensitivity Analysis for Instrumental Variables Model |
ivpack |
Instrumental Variable Estimation |
ivpanel |
Instrumental Panel Data Models |
ivprobit |
Instrumental variables probit model |
iWeigReg |
Improved methods for causal inference and missing data problems |
iWISA |
Wavelet-Based Index of Storm Activity |