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69 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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0. ctm - Maximum likelihood and boosting estimators for conditional transformation models.
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- Development Status : 5 - Production/Stable [Filter]
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- Topic : Machine Learning : Boosting [Filter]
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Activity Percentile: 66.67
Registered: 2012-01-12 14:03 |
1. 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]
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- Topic : Bioinformatics : Medical Science [Filter]
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Activity Percentile: 0.00
Registered: 2011-11-14 17:17 |
2. 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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- Development Status : 4 - Beta [Filter]
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- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Registered: 2011-05-30 16:43 |
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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- Topic : Multivariate Statistics [Filter]
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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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Registered: 2011-10-28 16:21 |
5. addendum - Utility functions that should have been in R: easy glmnet, pretty graphing and swift debugging and profiling.
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Registered: 2011-06-17 13:35 |
6. 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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- Development Status : 4 - Beta [Filter]
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Registered: 2011-05-17 15:37 |
7. Multilevel frailty models - Semiparametric proportional hazard models with K random effects, estimated via the EM-PL algorithm (Horny, 2009)
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Registered: 2012-04-30 07:14 |
8. 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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Registered: 2012-05-07 16:37 |
9. 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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Registered: 2011-05-11 13:44 |
10. 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 |
11. arm - R functions for processing lm, glm, mer and polr outputs.
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- Topic : Bayesian Statistics [Filter]
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Registered: 2008-04-09 23:40 |
12. 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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Registered: 2008-04-03 21:32 |
13. 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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Registered: 2011-04-12 13:09 |
14. 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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- Topic : Spatial Data & Statistics : Ecological Analysis [Filter]
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Registered: 2007-07-25 14:05 |
15. 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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Registered: 2008-01-18 03:15 |
16. 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 |
17. 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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Registered: 2012-08-09 13:01 |
18. 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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Registered: 2008-09-30 11:39 |
19. 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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Registered: 2008-06-05 19:31 |
69 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
