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 Topic > Regression Models
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31 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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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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- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Machine Learning : Boosting [Filter]
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Activity Percentile: 88.89
Registered: 2012-01-12 14:03 |
2. 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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- Topic : Multivariate Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2008-01-18 03:15 |
3. sfadv - Advanced Methods for Stochastic Frontier Analyses
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- Topic : Econometrics : Further Regression Models [Filter]
- Topic : Econometrics : Microeconometrics [Filter]
- Topic : Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2017-06-13 10:58 |
4. sensitivity - A collection of functions for factor screening and global sensitivity analysis of model output.
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Registered: 2008-07-15 09:49 |
5. 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]
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Activity Percentile: 0.00
Registered: 2016-03-07 02:31 |
6. caper - Comparative Analysis package - The Comparative Analyses of Phylogenetics and Evolution in R (caper) package implements a range of methods for the comparative analysis of taxa including methods based on phylogenetic independent contrasts and phylogenetically corrected linear models.
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- Topic : Genetics : Phylogenetics [Filter]
- Topic : Regression Models [Filter]
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Registered: 2011-01-14 11:43 |
7. 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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- Natural Language : German [Filter]
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- Topic : Multivariate Statistics : Modelling Non-Gaussian Data [Filter]
- Topic : Regression Models [Filter]
- Topic : Robust Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2007-08-17 15:17 |
8. 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 |
9. Probabilistic Index Models - Developing an R-package for a new class of regression models: Probabilistic Index Models.
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Registered: 2011-06-09 14:01 |
10. Regression with Functional Data - Methodology for regression with functional data, including a variety of approaches to (i) regressing scalar responses on functional predictors and (ii) regression with functional responses.
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Registered: 2012-08-05 16:54 |
11. 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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Registered: 2011-04-19 18:26 |
12. 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 |
13. 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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- Topic : Machine Learning : Model Selection and Validation [Filter]
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Activity Percentile: 0.00
Registered: 2008-06-05 19:31 |
14. arm - R functions for processing lm, glm, mer and polr outputs.
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- Topic : Bayesian Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2008-04-09 23:40 |
15. betareg: Beta Regression - Beta regression for modeling beta-distributed dependent variables, e.g., rates and proportions. Maximum likelihood regression, finite mixture models, and recursive partitioning for beta regressions are provided.
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- Topic : Econometrics : Further Regression Models [Filter]
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- Topic : Social Sciences : Other Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2011-09-23 08:18 |
16. Spike Train Analysis with R - STAR (Spike Train Analysis with R) is an R package to analyze spike trains. It provides tools to visualize spike trains and fit, test and compare models of discharge applied to actual data.
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- Topic : Time Series [Filter]
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Activity Percentile: 0.00
Registered: 2007-11-26 10:11 |
17. 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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- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Registered: 2010-04-28 10:52 |
18. sandwich: Robust Covariance Estimation - An object-oriented implementation of model-robust covariances and standard error estimators for cross-sectional, time series, and longitudinal data.
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Registered: 2016-09-21 08:36 |
19. Model-Free Psychometric Functions - Local linear estimation of psychometric functions. Provides functions for nonparametric estimation of a psychometric function and for estimation of a derived threshold and slope, and their standard deviations and confidence intervals.
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Registered: 2009-08-22 09:52 |
31 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
