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R package for web-based interactive topic model visualization.

Ggfittext ⭐ 284

🔠 ggplot2 geoms to fit text into boxes

Pipelearner ⭐ 131

Tidy machine learning pipelines

Construct Modeling Packages

Fit, Simulate and Diagnose Exponential-Family Models for Networks

Glmgampoi ⭐ 80

Fit Gamma-Poisson Generalized Linear Models Reliably

Powerlaw ⭐ 80

This package implements both the discrete and continuous maximum likelihood estimators for fitting the power-law distribution to data. Additionally, a goodness-of-fit based approach is used to estimate the lower cutoff for the scaling region.

Mplusautomation ⭐ 77

The MplusAutomation package leverages the flexibility of the R language to automate latent variable model estimation and interpretation using Mplus, a powerful latent variable modeling program developed by Muthen and Muthen (www.statmodel.com). Specifically, MplusAutomation provides routines for creating related groups of models, running batches of models, and extracting and tabulating model parameters and fit statistics.

Tidysynth ⭐ 76

A tidy implementation of the synthetic control method in R

Signature.tools.lib ⭐ 71

R package containing useful functions for mutational signature analysis

Supernova ⭐ 65

An R package for teaching statistics from a modeling perspective

Xg Model ⭐ 61

An example of how to create a xG model using R and Wyscout event data

Jmbayes2 ⭐ 61

Extended Joint Models for Longitudinal and Survival Data

Dt Editor ⭐ 56

This is a DT Editor Shiny app

Empirical Bayes binomial estimation

Fitdistrplus ⭐ 46

Help to Fit of a Parametric Distribution to Non-Censored or Censored Data

Fitfiler ⭐ 43

R package for reading data from FIT files using only native R code, rather than relying on external libraries.

R package to provide foreach looping construct

Tidyverse-friendly simulations and power analysis

Lmeresampler ⭐ 36

R package for resampling multilevel models

A collection of different Drift Diffusion Models implemented in the probabilistic programming language Stan.

parsnip extension for rule-based models

Hydrogof ⭐ 34

Goodness-of-fit functions for comparison of simulated and observed hydrological time series

Fit models to data from unmarked animals using Stan. Uses a similar interface to the R package 'unmarked', while providing the advantages of Bayesian inference and allowing estimation of random effects.

ggPMX R package

An R package to calculate Elo ratings

Princurve ⭐ 30

Fits a Principal Curve in Arbitrary Dimension ⤵

Psychonetrics ⭐ 28

An R package for Network Psychometric

Ssdtools ⭐ 28

An R package to fit and plot Species Sensitivity Distributions (SSDs)

Stantuner ⭐ 26

This code uses the algebra solver in Stan (https://mc-stan.org/) to find the parameters of a distribution that produce a desired tail behavior.

Mortalitylaws ⭐ 26

Fit and compare the most popular human mortality laws - R package

Strava Tools ⭐ 22

Command-line scripts to do things with Strava

R package to help fit Thermal Performance Curves

Hierarchical Bayesian Modeling of English Premier League

Gdscic50 ⭐ 18

An R package to fit dose response curves for data from the Genomics of Drug Sensitivity of Cancer (GDSC) project.

Quickpsy ⭐ 17

quickly fits and plots psychometric functions for multiple groups

R package to fit statistical models to repeated categorical rating data using Stan

Nls.multstart ⭐ 16

Non-linear regression in R allowing multiple start parameters

Geiger V2 ⭐ 15

A suite of methods and models for studying evolutionary radiations

Forestmangr ⭐ 15

R package for forest mensuration and management

Smoothsde ⭐ 14

Fit stochastic differential equation models with time-varying parameters

Clustext ⭐ 14

Easy, fast clustering of texts

Bayesian State-space models for Animal Movement

Baxter_glne007modeling_genomemed_2015 ⭐ 13

Microbiota-based model improves the sensitivity for detecting colonic lesions

Ergm.ego ⭐ 12

Fit, Simulate and Diagnose Exponential-Family Random Graph Models to Egocentrically Sampled Network Data https://statnet.org

Extremestat ⭐ 12

Fit, plot and compare several (extreme value) distributions by means of a plot with return periods on a linear scale

R package for Gaussian process modeling

Madness_hmms ⭐ 11

Comparing fitting HMMs with R, RcppArmadillo, and TMB

Covid19 Curve Your City ⭐ 11

Extrapolation der COVID19 Fallzahlen

multinomial random effects

Regression Paper ⭐ 10

Code and data for paper on regression with survey data

Signatselect ⭐ 10

signatselect: Identifying signatures of selection

Partialci ⭐ 10

R package for fitting the partially cointegrated model

An R Package for Latent Change Score Modelling

R package to fit Empirical Bayes Normal Means model.

Automatic model build-up and comparison for mixed-effects and other models

Fit phenomenological sigmoid and impulse curves with priors to improve interpretability

Dr_benchmark ⭐ 9

Goodness-of-fit tests for functional data analysis. Software companion for "A goodness-of-fit test for the functional linear model with functional response"

Fit Stochastic Epidemic Models via Bayesian Data Augmentation

Ergm.count ⭐ 8

Fit, Simulate and Diagnose Exponential-Family Models for Networks with Count Edges

Speedyfit ⭐ 7

Python package to fit single and binary photometric SEDs. Automatically pull archive photometry from the main surveys and use Bayesian inference to derive atmospheric parameters.

The sars R package

Reestimate_covidifr_analysis ⭐ 7

Absolute Copy Number Estimation using low-coverage whole genome sequencing data

Fitdistrplus ⭐ 7

❗ This is a read-only mirror of the CRAN R package fitdistrplus — Help to Fit of a Parametric Distrib Report bugs for this package: https://github.com/a ...

Hclustext ⭐ 7

Dt_editor_shiny_module ⭐ 7

This app utilize shiny module that can fit any data.table

Stochastic Mortality Modelling

Method_htssm_addm ⭐ 6

Method to fit the a hierarchical time-varying sequential sampling and an attentional drift diffusion model.

Mie.package ⭐ 6

Measurement invariance explorer - Shiny app and handy functions to explore invariance

R package which provides functions to fit IRT models for multiple choice items.

R package for decoding Garmin FIT files

R package to perform goodness-of-fit tests for capture-recapture models (and various manipulations)

Rstanemax ⭐ 5

Simple Emax model fit with Stan

Itemresponsetrees ⭐ 5

IR-Tree Modeling in mirt, Mplus, or TAM

R package to fit spatiotemporal point process models using TMB

Guesscompx ⭐ 5

Empirical Time and Memory Complexity Estimation

Lppl Bitcoin In R ⭐ 5

genotype conditional association test

Kernel-embedded ABC-SMC for phylodynamic inference

The gambin R package

Ohdsirtools ⭐ 5

An R package of support tools that didn’t fit other categories, including tools for maintaining R libraries.

Growthcurve ⭐ 5

📈R package for analyzing biological growth

Nimbledistance ⭐ 5

Functions to fit Bayesian distance sampling models using Nimble (https://github.com/nimble-dev/nimble). Inspired by the nimbleEcology package https://github.com/nimble-dev/nimbleEcology

Heuristica ⭐ 5

Heuristic functions in R, such as Take The Best, unit-weighted linear (Dawes' rule), plus helper functions.

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