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70 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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0. Probabilistic Index Models - Developing an R-package for a new class of regression models: Probabilistic Index Models.
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Registered: 2011-06-09 14:01 |
1. Bias reduction in GLMs - brglm provides brglm.fit which is an alternative method to glm.fit that works under the usual glm interface.
Estimation is either by correcting the bias of the maximum likelihood estimates or using an adjusted-score approach to improving bias.
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Registered: 2011-08-20 14:19 |
2. Model-Free Psychometric Functions - Local linear estimation of psychometric functions. Provides functions for nonparametric estimation of a psychometric function and for estimation of a derived threshold and slope, and their standard deviations and confidence intervals.
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Registered: 2009-08-22 09:52 |
3. sandwich: Robust Covariance Estimation - An object-oriented implementation of model-robust covariances and standard error estimators for cross-sectional, time series, and longitudinal data.
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Registered: 2016-09-21 08:36 |
4. art: Applied Regression Tools - Tools for working with various types of regression tools,
including diagnostic graphics, inference and model comparison.
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Registered: 2007-01-31 15:08 |
5. 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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Registered: 2008-06-14 13:52 |
6. DierckxSpline - This package contains wrappers for Dierckx FITPACK routines for splines. These include univariate smoothing and least-squares splines.
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Registered: 2007-09-07 17:22 |
7. Instrument Limit of Detection Modeling - Limit of Detection (LOD) reflects an (medical diagnostic) instrument's level of sensitivity. We develop the LOD model selection and estimation tools with application to medical diagnostic instruments.
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Registered: 2011-11-14 17:17 |
8. partykit: Recursive Partytioning Toolkit - Infrastructure for representing, summarizing, and visualizing tree-structured models. It can be used for constructing or reading tree models from different sources (rpart, RWeka, PMML), sharing
functionality for print/plot/predict methods.
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Registered: 2008-09-30 11:39 |
9. Finite Mixure of AFT and FMR models - FMRS package provides estimation and variable selection in Finite Mixture of Accelerated Failure Time Regression (FMAFTR) and Finite Mixture of Regression (FMR) models with a large number of covariates and/or right censoring and heterogeneous structure.
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Registered: 2016-03-07 02:31 |
10. ctm - Maximum likelihood and boosting estimators for conditional transformation models.
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- Topic : Machine Learning : Boosting [Filter]
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Registered: 2012-01-12 14:03 |
11. medrc - The package medrc provides model averaged benchmark dose response estimates (BMD) and corresponding confidence intervals (BMDL) for fixed effects in mixed nonlinear dose-response models.
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Registered: 2011-12-20 08:57 |
12. Classification and Regression Training - The caret packages contain functions for tuning predictive models, pre-processing, variable importance and other tools related to machine learning and pattern recognition. Parallel processing versions of the main package are also included.
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Registered: 2008-06-05 19:31 |
13. 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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Registered: 2010-09-26 14:19 |
14. 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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Registered: 2011-10-28 16:21 |
15. cusp - Package for applying Cobb's maximum likelihood method to fitting cusp catastrophe models to data. The package was published in the Journal of Statistical Software [see www.jstatsoft.org/v32/i08/paper].
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Registered: 2014-10-29 16:43 |
16. addendum - Utility functions that should have been in R: easy glmnet, pretty graphing and swift debugging and profiling.
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Registered: 2011-06-17 13:35 |
17. BayesR: Bayesian Regression - Developement of R Functions to Estimate Complex Bayesian Regression Models.
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Registered: 2010-08-20 11:45 |
18. lme4 - Mixed-effects models - An R package for fitting and analyzing linear, nonlinear and generalized linear mixed models.
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Registered: 2007-08-17 17:27 |
19. MethComp - Functions for analysis of method comparison studies.
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Registered: 2009-02-19 23:41 |
70 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
