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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]
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- Programming Language : R [Filter]
- Topic : Multivariate Statistics : Matrix Manipulations [Filter]
- Topic : Regression Models (Now Filtering)
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Activity Percentile: 18.18
Registered: 2007-08-17 17:30 |
1. 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 (Now Filtering)
- Topic : Robust Statistics [Filter]
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Registered: 2013-11-14 14:32 |
2. 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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- Topic : Regression Models (Now Filtering)
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Registered: 2007-09-07 17:22 |
3. 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 |
4. 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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- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Graphics : Applications [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2010-11-22 19:09 |
5. 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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- Development Status : 4 - Beta [Filter]
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Registered: 2012-09-10 02:59 |
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 : Linear and Generalized Linear Models [Filter]
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Registered: 2012-05-07 16:37 |
7. Bias reduction in GLMs - brglm provides brglm.fit which is an alternative method to glm.fit that works under the usual glm interface.
Estimation is either by correcting the bias of the maximum likelihood estimates or using an adjusted-score approach to improving bias.
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- Development Status : 3 - Alpha [Filter]
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Registered: 2011-08-20 14:19 |
8. 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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Registered: 2010-04-28 10:52 |
9. 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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Registered: 2011-02-15 13:41 |
10. 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 |
11. 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]
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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 |
12. 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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Registered: 2010-11-17 15:01 |
13. calibFit - This package provides curve fitting, visualization, and calibration methods for the development, validation, and use of biological and chemical assays. The functionality includes heteroscedasticity, model selection, and measures of assay quality.
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- Development Status : 6 - Mature [Filter]
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- Topic : Design of Experiments & Analysis of Experimental Data [Filter]
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- Topic : Regression Models (Now Filtering)
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Registered: 2011-10-25 17:59 |
14. 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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Registered: 2011-10-28 16:21 |
15. topmodels: Extended Model Infrastructure - topmodels: Infrastructure for Forecasting and Assessment of Probabilistic Models
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- Development Status : 3 - Alpha [Filter]
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Registered: 2018-02-01 16:08 |
16. 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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- Topic : Bayesian Statistics : Specific Model Fitting [Filter]
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Registered: 2009-10-16 21:31 |
17. 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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Registered: 2015-01-20 22:09 |
18. 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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Registered: 2008-06-05 19:31 |
19. 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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Registered: 2010-09-04 03:45 |
76 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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