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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. Curve Estimation etc - Nonparametric Curve Estimation and Related Topics
- univariate normal mixtures - `nor1mix`
- Kernel Regression Smoothing with Local or Global Plug-in Bandwidth - `lokern`
- locally adaptive nonparametric regression (kernel, local polynomial) - `lpridge'
- constrained B-splines - `cobs`
- plugin density estimates - `plugdensity`
- single index models - possibly constrained, e.g. to convex curves - `simest`
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- Development Status : 5 - Production/Stable [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Operating System : OS Independent [Filter]
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- Programming Language : Fortran [Filter]
- Programming Language : R [Filter]
- Topic : Cluster Analysis : Model-based Clustering [Filter]
- Topic : Other/Nonlisted Topic [Filter]
- Topic : Regression Models (Now Filtering)
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Activity Percentile: 100.00
Registered: 2010-07-27 17:16 |
1. ctm - Maximum likelihood and boosting estimators for conditional transformation models.
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- Development Status : 5 - Production/Stable [Filter]
- Environment : Console (Text Based) [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 : Machine Learning : Boosting [Filter]
- Topic : Regression Models (Now Filtering)
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Activity Percentile: 88.89
Registered: 2012-01-12 14:03 |
2. sensR: sensory discrimination analysis - The sensR package provides methods for (replicated) sensory discrimination methods; duotrio, triangle, 2-AFC, 3-AFC, A-not A, same-different and 2-AC. A number of models and utility methods are implemented.
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- Development Status : 4 - Beta [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
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- Programming Language : R [Filter]
- Topic : Regression Models (Now Filtering)
- Topic : Social Sciences : Analysis of Categorical and Count Data [Filter]
- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Activity Percentile: 0.00
Registered: 2010-11-17 15:01 |
3. art: Applied Regression Tools - Tools for working with various types of regression tools,
including diagnostic graphics, inference and model comparison.
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- Development Status : 1 - Planning [Filter]
- Environment : Console (Text Based) [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
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- Programming Language : R [Filter]
- Topic : Econometrics [Filter]
- Topic : Regression Models (Now Filtering)
- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Activity Percentile: 0.00
Registered: 2007-01-31 15:08 |
4. mvinfluence: multivariate influence - This package computes regression deletion diagnostics for multivariate linear models and provides some associated diagnostic plots.
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- Development Status : 3 - Alpha [Filter]
- Environment : Console (Text Based) [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Programming Language : R [Filter]
- Topic : Multivariate Statistics : Linear Models [Filter]
- Topic : Multivariate Statistics : Visualising Multivariate Data [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2012-04-19 12:23 |
5. lm.br - Exact significance tests for a changepoint in linear or multiple linear regression. Confidence intervals and confidence regions with exact coverage probabilities for the changepoint.
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- Development Status : 4 - Beta [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Operating System : Microsoft : Windows [Filter]
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- Programming Language : C/C\+\+ [Filter]
- Topic : Econometrics : Structural Change [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2013-02-25 20:29 |
6. 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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Registered: 2010-09-04 03:45 |
7. immunoassay - The purpose of this project is to allow fine-tuning of sigmoidal models beyond the limits of instrument software; and to provide functions for batch processing of output files and creation of reports with nice graphics.
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- Development Status : 4 - Beta [Filter]
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- Topic : Bioinformatics : Medical Science [Filter]
- Topic : Biostatistics & Medical Statistics [Filter]
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Registered: 2011-03-17 12:58 |
8. lme4 - Mixed-effects models - An R package for fitting and analyzing linear, nonlinear and generalized linear mixed models.
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- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Registered: 2007-08-17 17:27 |
9. 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]
- Environment : Console (Text Based) [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Topic : Machine Learning [Filter]
- Topic : Optimization [Filter]
- Topic : Regression Models (Now Filtering)
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Activity Percentile: 0.00
Registered: 2012-01-22 07:45 |
10. Regression Modeling Strategies - Regression modeling, testing, estimation, validation, graphics, prediction, and typesetting by storing enhanced model design attributes in the fit. rms is a collection of 229 functions that assist with and streamline modeling.
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Activity Percentile: 0.00
Registered: 2010-11-22 19:09 |
11. Multilevel frailty models - Semiparametric proportional hazard models with K random effects, estimated via the EM-PL algorithm (Horny, 2009)
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- Development Status : 3 - Alpha [Filter]
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Registered: 2012-04-30 07:14 |
12. afex - Analysis of Factorial Experiments - This project has the goal to provide convenience functions for analyzing factorial experiments, namely provide convenience tools for ANOVA and ANCOVA analyses with type 2 and type 3 sums of squares for classical ANOVA and lmer().
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- Development Status : 4 - Beta [Filter]
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- Topic : Social Sciences : Other Regression Models [Filter]
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Registered: 2012-07-26 13:10 |
13. 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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- Topic : Machine Learning : Model Selection and Validation [Filter]
- Topic : Regression Models (Now Filtering)
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Activity Percentile: 0.00
Registered: 2016-03-07 02:31 |
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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Registered: 2012-05-07 16:37 |
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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- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Multivariate Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2012-08-09 13:01 |
16. countreg: Count Data Regression - countreg: Regression models for count data, including negative binomial, zero-inflated, zero-truncated, and hurdle models. Drivers for combination with flexmix and mboost are also provided.
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- Development Status : 1 - Planning [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Programming Language : R [Filter]
- Topic : Econometrics : Further Regression Models [Filter]
- Topic : Econometrics : Microeconometrics [Filter]
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Registered: 2009-09-02 14:50 |
17. 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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- Development Status : 6 - Mature [Filter]
- Environment : Console (Text Based) [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Topic : Econometrics : Structural Change [Filter]
- Topic : Multivariate Statistics : Modelling Non-Gaussian Data [Filter]
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Registered: 2014-10-29 16:43 |
18. 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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- Programming Language : R [Filter]
- Topic : Bayesian Statistics [Filter]
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Registered: 2011-09-26 21:39 |
19. multcomp: Simultaneous Inference - Simultaneous Inference in General Parametric Models - Simultaneous tests and confidence intervals for general linear hypotheses in parametric models, including linear, generalized linear, linear mixed effects, and survival models.
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- Development Status : 5 - Production/Stable [Filter]
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Activity Percentile: 0.00
Registered: 2008-04-03 21:32 |
76 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
