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Topic :: Regression Models [Remove This Filter]
76 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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0. 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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- Natural Language : German [Filter]
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- Programming Language : C/C\+\+ [Filter]
- Programming Language : Fortran [Filter]
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- Topic : Multivariate Statistics : Modelling Non-Gaussian Data [Filter]
- Topic : Regression Models (Now Filtering)
- Topic : Robust Statistics [Filter]
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Activity Percentile: 63.64
Registered: 2007-08-17 15:17 |
1. semtools: Methods for SEMs - semtools - Methods for Diagnostic Testing of Structural Equation Models
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Programming Language : R [Filter]
- Topic : Multivariate Statistics [Filter]
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- Topic : Social Sciences [Filter]
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Registered: 2010-09-21 22:15 |
2. 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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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2011-10-28 16:21 |
3. Shrinkage Estimation - `shrink' is an R package for James-Stein-type shrinkage estimation of the parameters of a linear regression model. This is a work in progress jointly with S. Ejaz Ahmed (seahmed at uwindsor dot ca).
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- Development Status : 1 - Planning [Filter]
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- Topic : Regression Models (Now Filtering)
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Registered: 2010-09-04 03:45 |
4. 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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- Natural Language : German [Filter]
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- Topic : Multivariate Statistics : Matrix Manipulations [Filter]
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Registered: 2007-08-17 17:30 |
5. 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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Registered: 2008-01-08 16:50 |
6. Dave Armstrong's Misc Functions - Package contains functions to aid in the presentation and interpretation of GLMs and related models. These include utilities to help deal with present interactions in linear and logit/probit models, first differences in predicted probabilities, etc...
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- Topic : Social Sciences : Analysis of Categorical and Count Data [Filter]
- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Registered: 2012-05-07 16:37 |
7. Moment and Inverse Moment Bayes factors - Performs model selection based on non-local priors, including MOM, eMOM and iMOM priors. Routines are provided to compute Bayes factors, marginal densities and to perform variable selection in regression setups.
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- Development Status : 6 - Mature [Filter]
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- Topic : Bayesian Statistics [Filter]
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Registered: 2011-09-26 21:39 |
8. glmx: Generalized Linear Models Extended - Extensions for generalized linear models (GLMs), especially for binary responses, allowing for parametric links or heterogeneity in the latent variables.
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- Development Status : 4 - Beta [Filter]
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- Topic : Econometrics : Microeconometrics [Filter]
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Registered: 2011-04-12 13:09 |
9. addendum - Utility functions that should have been in R: easy glmnet, pretty graphing and swift debugging and profiling.
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- Topic : Machine Learning : Model Selection and Validation [Filter]
- Topic : Multivariate Statistics : Missing Data [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2011-06-17 13:35 |
10. sfadv - Advanced Methods for Stochastic Frontier Analyses
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- Development Status : 4 - Beta [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Operating System : Microsoft [Filter]
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- Topic : Econometrics : Further Regression Models [Filter]
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Registered: 2017-06-13 10:58 |
11. Gauss-Seidel Estimation of GLMM - This project implements a block-wise Gauss-Seidel (GS) algorithm to fit Generalized Linear Mixed Models (GLMMs). The GS algorithm allows for a significant performance increase and memory saving.
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- Development Status : 3 - Alpha [Filter]
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Registered: 2011-05-11 13:44 |
12. MethComp - Functions for analysis of method comparison studies.
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Registered: 2009-02-19 23:41 |
13. 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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- Programming Language : Fortran [Filter]
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- Topic : Biostatistics & Medical Statistics [Filter]
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Registered: 2008-06-14 13:52 |
14. frontier: Stochastic Frontier Analysis - Maximum Likelihood Estimation of Stochastic Frontier Production and Cost Functions. Two specifications are available: the error components model (Battese and Coelli, 1992) and the efficiency effects model (Battese and Coelli, 1995).
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- Development Status : 4 - Beta [Filter]
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- Topic : Econometrics : Further Regression Models [Filter]
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Registered: 2008-10-19 20:27 |
15. R package nlstools - The R package nlstools: a toolbox for nonlinear regression diagnostics
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- Development Status : 5 - Production/Stable [Filter]
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Registered: 2009-02-24 11:54 |
16. CatDyn Package for Catch Dynamics Models - Statistical models to assess fish stocks are becoming too demanding in terms of biological information. As an alternative to this trend we are developing the CatDyn project, an R package to assess fish stocks by modeling the operation of fishermen at sea.
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- Topic : Optimization [Filter]
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Registered: 2011-05-17 15:37 |
17. therese - The purpose of this package is to propose a method for inferring networks from expression data obtained in various experimental condition. The "cLasso" (consensus Lasso) method is implemented.
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- Development Status : 3 - Alpha [Filter]
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- Topic : Bioinformatics : Statistics [Filter]
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Registered: 2013-07-05 08:44 |
18. 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 |
19. GAMLSS - Generalised Additive models for Location, scale and shape
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Registered: 2011-02-08 11:11 |
76 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
