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 Topic > Regression Models
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72 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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0. BayesR: Bayesian Regression - Developement of R Functions to Estimate Complex Bayesian Regression Models.
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- Development Status : 3 - Alpha [Filter]
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Activity Percentile: 73.33
Registered: 2010-08-20 11:45 |
1. 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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- Topic : Multivariate Statistics : Modelling Non-Gaussian Data [Filter]
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Activity Percentile: 20.00
Registered: 2007-08-17 15:17 |
2. 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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- Development Status : 5 - Production/Stable [Filter]
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- Topic : Machine Learning : Model Selection and Validation [Filter]
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Activity Percentile: 0.00
Registered: 2008-06-05 19:31 |
3. 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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- Development Status : 4 - Beta [Filter]
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Activity Percentile: 0.00
Registered: 2010-09-26 14:19 |
4. 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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Activity Percentile: 0.00
Registered: 2011-10-28 16:21 |
5. 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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- Topic : Econometrics : Structural Change [Filter]
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Activity Percentile: 0.00
Registered: 2014-10-29 16:43 |
6. addendum - Utility functions that should have been in R: easy glmnet, pretty graphing and swift debugging and profiling.
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Activity Percentile: 0.00
Registered: 2011-06-17 13:35 |
7. lme4 - Mixed-effects models - An R package for fitting and analyzing linear, nonlinear and generalized linear mixed models.
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- Development Status : 4 - Beta [Filter]
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Activity Percentile: 0.00
Registered: 2007-08-17 17:27 |
8. 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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Activity Percentile: 0.00
Registered: 2015-01-20 22:09 |
9. 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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- Topic : Econometrics : Microeconometrics [Filter]
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Activity Percentile: 0.00
Registered: 2008-09-19 09:08 |
10. 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]
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- Topic : Cluster Analysis : Model-based Clustering [Filter]
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- Topic : Regression Models (Now Filtering)
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Activity Percentile: 0.00
Registered: 2010-07-27 17:16 |
11. semtools: Methods for SEMs - semtools - Methods for Diagnostic Testing of Structural Equation Models
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- Development Status : 1 - Planning [Filter]
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- Topic : Multivariate Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2010-09-21 22:15 |
12. 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]
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- Topic : Multivariate Statistics : Linear Models [Filter]
- Topic : Multivariate Statistics : Visualising Multivariate Data [Filter]
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Activity Percentile: 0.00
Registered: 2012-04-19 12:23 |
13. Multilevel frailty models - Semiparametric proportional hazard models with K random effects, estimated via the EM-PL algorithm (Horny, 2009)
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Activity Percentile: 0.00
Registered: 2012-04-30 07:14 |
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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Activity Percentile: 0.00
Registered: 2012-05-07 16:37 |
15. Linear quantile mixed models - This project is aimed at developing an R package to fit and analyse quantile regression models with random effects.
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Registered: 2012-05-15 16:23 |
16. 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]
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- Topic : Machine Learning [Filter]
- Topic : Optimization [Filter]
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Activity Percentile: 0.00
Registered: 2012-01-22 07:45 |
17. Regression Models for Ordinal Data - This project hosts the R-package 'ordinal'. The ordinal R-package implements likelihood based models for ordinal (ordered categorical) data based on cumulative probabilities in the framework of cumulative link (mixed) models.
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Registered: 2010-06-12 18:24 |
18. 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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Registered: 2012-07-26 13:10 |
19. 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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Registered: 2014-02-28 13:11 |
72 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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