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 Topic > Regression Models
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73 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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0. 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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Activity Percentile: 66.67
Registered: 2008-09-30 11:39 |
1. Curve Estimation etc - Nonparametric Curve Estimation and Related Topics
- univariate normal mixtures
- locally adaptive nonparametric regression (kernel, local polynomial)
- plugin density estimates
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- Development Status : 5 - Production/Stable [Filter]
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- Topic : Regression Models [Filter]
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Activity Percentile: 33.33
Registered: 2010-07-27 17:16 |
2. gbm - Generalized Boosted Models. Adding additional functionality to the gbm package, including additional robust regression methods, a new binomial classification method, and multinomial classification.
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- Topic : Machine Learning : Boosting [Filter]
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Registered: 2009-06-02 16:27 |
3. 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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Activity Percentile: 0.00
Registered: 2012-04-30 07:14 |
4. 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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Activity Percentile: 0.00
Registered: 2008-01-08 16:50 |
5. 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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- Topic : Multivariate Statistics : Modelling Non-Gaussian Data [Filter]
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Registered: 2014-02-28 13:11 |
6. 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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Activity Percentile: 0.00
Registered: 2008-04-03 21:32 |
7. 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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Activity Percentile: 0.00
Registered: 2008-06-14 13:52 |
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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- Topic : Econometrics : Microeconometrics [Filter]
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- Topic : Social Sciences : Analysis of Categorical and Count Data [Filter]
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Activity Percentile: 0.00
Registered: 2011-04-12 13:09 |
9. mediation - An important goal of social science research is the analysis of causal mechanisms, where mediation analysis is a common tool. We provide tools for mediation analysis that span different models as well tools for sensitivity analyses.
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Activity Percentile: 0.00
Registered: 2011-04-19 18:26 |
10. regression - user oriented functions - This is a collection of useful user-oriented functions to fit many types of regression models.
The printing and plotting methods give outputs that collect the essential results of fitting in a unified manner.
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Activity Percentile: 0.00
Registered: 2009-09-30 08:51 |
11. 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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- Development Status : 4 - Beta [Filter]
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- Natural Language : French [Filter]
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- Topic : Econometrics : Linear Regression Models [Filter]
- Topic : Regression Models [Filter]
- Topic : Robust Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2013-11-14 14:32 |
12. 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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Activity Percentile: 0.00
Registered: 2011-05-11 13:44 |
13. 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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Activity Percentile: 0.00
Registered: 2011-05-17 15:37 |
14. selectivity - Fishing gear selectivity analysis tools. Methods available for pair trawl, trouser trawl, double cod-end and square mesh panels.
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- Development Status : 1 - Planning [Filter]
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- Operating System : Microsoft : Windows : Windows NT/2000/XP [Filter]
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- Topic : Bayesian Statistics : Specific Model Fitting [Filter]
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Activity Percentile: 0.00
Registered: 2009-10-16 21:31 |
15. topmodels: Extended Model Infrastructure - topmodels: Infrastructure for Forecasting and Assessment of Probabilistic Models
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Activity Percentile: 0.00
Registered: 2018-02-01 16:08 |
16. factorplot - factorplot provides numerical and graphical summaries of factor-level differences in GLMs. It produces all pairwise hypotheses tests with either the exact pairwise difference and variance or user-supplied quasi-variances or floating absolute risks.
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- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Activity Percentile: 0.00
Registered: 2011-05-30 16:43 |
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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Registered: 2013-07-05 08:44 |
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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Activity Percentile: 0.00
Registered: 2011-09-26 21:39 |
19. logisticDx - Diagnostic tests for logistic regression. Includes 15x common diagnostic tests including leverage, dChi-square and dBhat per covariate pattern. Also plots for same.
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Activity Percentile: 0.00
Registered: 2012-09-10 02:59 |
73 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
