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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. 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]
- Environment : Console (Text Based) [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Natural Language : German [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : R [Filter]
- Topic : Multivariate Statistics : Matrix Manipulations [Filter]
- Topic : Regression Models (Now Filtering)
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Activity Percentile: 50.00
Registered: 2007-08-17 17:30 |
1. BradleyTerry2 - BradleyTerry2 provides facilities to specify, fit and evaluate Bradley-Terry models for pairwise comparisons. Models may incorporate object-specific, subject-specific, or contest-specific variables, as well as random effects.
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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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- Programming Language : R [Filter]
- Topic : Regression Models (Now Filtering)
- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Registered: 2010-04-28 10:52 |
2. 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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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Programming Language : R [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2011-05-11 13:44 |
3. Probabilistic Index Models - Developing an R-package for a new class of regression models: Probabilistic Index Models.
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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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- Programming Language : R [Filter]
- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Regression Models (Now Filtering)
- Topic : Robust Statistics [Filter]
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Registered: 2011-06-09 14:01 |
4. 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]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Operating System : Microsoft : Windows : Windows Vista [Filter]
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- Programming Language : R [Filter]
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- Topic : Regression Models (Now Filtering)
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Registered: 2010-09-04 03:45 |
5. Dynamic Treatment Regimes - A package implementing several modern methods to estimate Dynamic Treatment Regimes: Q-Learning, Interactive Q-Learning, and two value-search methods each using Augmented Inverse Probability Weighted Estimators or Inverse Probability Weighted Estimators.
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- Development Status : 4 - Beta [Filter]
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- Topic : Regression Models (Now Filtering)
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Registered: 2015-01-20 22:09 |
6. Models for Data from Unmarked Animals - This is a stub. Development now continues at http://github.com/ianfiske/unmarked.
unmarked analyzes wildlife data arising from many popular wildlife sampling techniques using 2-stage hierarchical models.
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- Development Status : 4 - Beta [Filter]
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- Topic : Regression Models (Now Filtering)
- Topic : Spatial Data & Statistics : Ecological Analysis [Filter]
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Registered: 2007-07-25 14:05 |
7. DierckxSpline - This package contains wrappers for Dierckx FITPACK routines for splines. These include univariate smoothing and least-squares splines.
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- Development Status : 3 - Alpha [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Programming Language : Fortran [Filter]
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- Topic : Regression Models (Now Filtering)
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Registered: 2007-09-07 17:22 |
8. 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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- 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 |
9. 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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- Development Status : 4 - Beta [Filter]
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- Programming Language : R [Filter]
- Topic : Machine Learning : Recursive Partitioning [Filter]
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- Topic : Software Development [Filter]
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Registered: 2008-09-30 11:39 |
10. 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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Registered: 2013-02-19 23:58 |
11. binomTools - The binomTools package provides a collection of diagnostic methods for binomial regression models.
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- Development Status : 2 - Pre-Alpha [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Programming Language : R [Filter]
- Topic : Regression Models (Now Filtering)
- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Registered: 2011-02-15 13:41 |
12. R functions for functional data analysis - The ‘fda’ package includes functions and data sets for functional data analysis as described in Ramsay, J. O. and Silverman, B. W. (2005) Functional Data Analysis (Springer) and (2002), Applied Functional Data Analysis (Springer).
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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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- Operating System : Microsoft : Windows [Filter]
- Topic : Multivariate Statistics [Filter]
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Registered: 2008-01-18 03:15 |
13. 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 |
14. 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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- Development Status : 4 - Beta [Filter]
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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 |
15. 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]
- Development Status : 4 - Beta [Filter]
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Registered: 2010-01-12 21:52 |
16. The Degrees of Freedom of PLS - The package provides Degrees of Freedom of Partial Least Squares. Model selection based on information criteria can be performed.
Krämer & Braun (2007) Kernelizing PLS, Degrees of Freedom, and Efficient Model Selection, ICML-07, 441 - 448
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- Development Status : 1 - Planning [Filter]
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- Topic : Machine Learning : Model Selection and Validation [Filter]
- Topic : Multivariate Statistics : Projection Methods [Filter]
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Registered: 2009-10-08 14:16 |
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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- Development Status : 4 - Beta [Filter]
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- Topic : Econometrics : Microeconometrics [Filter]
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Registered: 2008-09-19 09:08 |
18. 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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- Development Status : 5 - Production/Stable [Filter]
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Registered: 2009-08-22 09:52 |
19. 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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- Development Status : 3 - Alpha [Filter]
- Environment : Console (Text Based) [Filter]
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Registered: 2011-11-14 17:17 |
76 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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