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 Topic > Regression Models
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74 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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0. Matrix Methods and Classes - R package Matrix provides a hierarchy of matrix classes, both dense & sparse. Numerous methods & operations on these matrices using BLAS & Lapack; further CHOLMOD and other libraries from the SuiteSparse collection.
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- Development Status : 5 - Production/Stable [Filter]
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Activity Percentile: 86.67
Registered: 2007-08-17 17:30 |
1. robustbase - Basic Robust Statistics - R package for "Essential" Robust Statistics: Tools for data analysis with robust methods; incl. regression & multivariate stats; targeting to cover "Robust Statistics, Theory and Methods" by Maronna, Martin and Yohai; 2006.
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- Development Status : 5 - Production/Stable [Filter]
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- Topic : Multivariate Statistics : Modelling Non-Gaussian Data [Filter]
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Activity Percentile: 73.33
Registered: 2007-08-17 15:17 |
2. BayesR: Bayesian Regression - Developement of R Functions to Estimate Complex Bayesian Regression Models.
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- Development Status : 3 - Alpha [Filter]
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- Topic : Bayesian Statistics : General Model Fitting [Filter]
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- Topic : Spatial Data & Statistics [Filter]
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Activity Percentile: 66.67
Registered: 2010-08-20 11:45 |
3. mmSAR - mmSAR was a R package for the modelling of the Species-Area Relationship (SAR). It is now deprecated and has been replaced by the "sars" R package, available at https://cran.r-project.org/web/packages/sars/index.html
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- Development Status : 4 - Beta [Filter]
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- Topic : Spatial Data & Statistics : Ecological Analysis [Filter]
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Activity Percentile: 0.00
Registered: 2009-08-25 12:11 |
4. CorReg - find a structure explaining correlations between covariates and use it to compute linear regression. It provides an efficient new estimator for recursive SEM.
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- Topic : Econometrics : Linear Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2013-11-14 14:32 |
5. Regression Models for Ordinal Data - This project hosts the R-package 'ordinal'. The ordinal R-package implements likelihood based models for ordinal (ordered categorical) data based on cumulative probabilities in the framework of cumulative link (mixed) models.
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- Topic : Social Sciences : Analysis of Categorical and Count Data [Filter]
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Activity Percentile: 0.00
Registered: 2010-06-12 18:24 |
6. pfda: Functional Principal Components - The PFDA package for R performs functional principal component analysis with B-splines for univariate and bivariate responses. Also handled are binary responses and an additive model for extra variables.
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- Development Status : 3 - Alpha [Filter]
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Activity Percentile: 0.00
Registered: 2010-01-12 21:52 |
7. Regression with Functional Data - Methodology for regression with functional data, including a variety of approaches to (i) regressing scalar responses on functional predictors and (ii) regression with functional responses.
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- Development Status : 5 - Production/Stable [Filter]
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Registered: 2012-08-05 16:54 |
8. invest - inverse estimation - An R package for inverse estimation (i.e., calibration and regulation) in linear, nonlinear, generalized linear, and linear mixed-effects models.
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- Development Status : 1 - Planning [Filter]
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Activity Percentile: 0.00
Registered: 2013-02-19 23:58 |
9. lethal - Compute lethal doses for count data based on generalized additive models (GAMs) together with parametric bootstrap confidence intervals for the lethal dose.
For a current development version see https://github.com/hofnerb/lethal
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- Development Status : 4 - Beta [Filter]
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- Topic : Multivariate Statistics : Modelling Non-Gaussian Data [Filter]
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Registered: 2014-02-28 13:11 |
10. semtools: Methods for SEMs - semtools - Methods for Diagnostic Testing of Structural Equation Models
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- Development Status : 1 - Planning [Filter]
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Activity Percentile: 0.00
Registered: 2010-09-21 22:15 |
11. kinfit/(g)mkin: fit chemical degradation - kinfit and mkin are implementations of the kinetic models and evaluation procedures recommended by in the final report of the FOCUS work group on degradation kinetics first published in 2006. gmkin provides a graphical user interface to mkin.
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- Development Status : 5 - Production/Stable [Filter]
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- Topic : Design of Experiments & Analysis of Experimental Data [Filter]
- Topic : Environmetrics [Filter]
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Activity Percentile: 0.00
Registered: 2009-11-30 15:56 |
12. blupsurv - Tools for fitting proportional hazards models to clustered
recurrent events data. Nested frailties are modeled by their
best linear unbiased predictors under an auxiliary Poisson model.
Univariate and bivariate recurrent events processes are permitted.
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- Development Status : 4 - Beta [Filter]
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- Topic : Biostatistics & Medical Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2008-06-14 13:52 |
13. splinesurv - A package containing utilities for nonparametric Bayesian analysis of clustered survival data. The baseline hazard function and frailty density are modeled using penalized B-splines. Regression and spline parameters are estimated via MCMC.
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- Development Status : 4 - Beta [Filter]
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- Topic : Bayesian Statistics : Specific Model Fitting [Filter]
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- Topic : Regression Models (Now Filtering)
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Activity Percentile: 0.00
Registered: 2008-01-08 16:50 |
14. addendum - Utility functions that should have been in R: easy glmnet, pretty graphing and swift debugging and profiling.
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- Development Status : 5 - Production/Stable [Filter]
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Activity Percentile: 0.00
Registered: 2011-06-17 13:35 |
15. Diagnostic and prognostic meta-analysis - This package provides functions for diagnostic and prognostic meta-analyses. It estimates univariate, bivariate and multivariate models, and allows the aggregation of previously published prediction models with new data.
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- Development Status : 3 - Alpha [Filter]
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Activity Percentile: 0.00
Registered: 2012-08-09 13:01 |
16. Parametric Frailty Models - Parametric Frailty Models, fitted by maximum marginal likelihood method.
Possible basline hazards: Weibull, Exponential, Gompertz, logNormal and loglogistic
Possible Frailty distributions: Gamma, Inverse Gaussian and Positive Stable
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- Development Status : 5 - Production/Stable [Filter]
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Activity Percentile: 0.00
Registered: 2011-10-28 16:21 |
17. sampleSelection: Limited Dependent Vari. - Packages for limited dependent variables: censored regression (Tobit) models (pkg censReg), interval regression models (pkg intReg), multivariate probit models (pkg mvProbit), and sample selection (Heckman) models (pkg sampleSelection)
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- Topic : Econometrics : Microeconometrics [Filter]
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Activity Percentile: 0.00
Registered: 2008-09-19 09:08 |
18. DirichletReg - Dirichlet Regression - This project implements Dirichlet regression models for the analysis of compositional data. Starting with the basic fit routines, new functions (model selection, graphics, etc.) will be added and tested here, before being submitted to CRAN.
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Activity Percentile: 0.00
Registered: 2010-09-26 14:19 |
19. Forecasting with Artificial Intelligence - The package ForAI uses machine learning methods such as artificial neural networks, support vector regression, extreme learning machines, and evolutionary algorithms for forecasting and prediction.
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- Development Status : 3 - Alpha [Filter]
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Activity Percentile: 0.00
Registered: 2012-01-22 07:45 |
74 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
