BMA - Bayesian Model Averaging
Package for Bayesian model averaging and variable selection for linear models, generalized linear models and survival models (cox regression).
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8.60 score 39 stars 12 dependents 199 scripts 2.9k downloadsrlecuyer - R Interface to RNG with Multiple Streams
Provides an interface to the C implementation of the random number generator with multiple independent streams developed by L'Ecuyer et al (2002). The main purpose of this package is to enable the use of this random number generator in parallel R applications.
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6.11 score 3 stars 6 dependents 137 scripts 3.5k downloadsvote - Election Vote Counting
Counting election votes and determining election results by different methods, including the single transferable vote or ranked choice, approval, score, plurality, condorcet and two-round runoff methods (Raftery et al., 2021 <doi:10.32614/RJ-2021-086>).
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4.63 score 5 stars 43 scripts 377 downloadsmlogitBMA - Bayesian Model Averaging for Multinomial Logit Models
Provides a modified function bic.glm of the BMA package that can be applied to multinomial logit (MNL) data. The data is converted to binary logit using the Begg & Gray approximation. The package also contains functions for maximum likelihood estimation of MNL.
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4.15 score 14 scripts 324 downloadsdma - Dynamic Model Averaging
Dynamic model averaging for binary and continuous outcomes.
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3.95 score 6 stars 10 scripts 349 downloadsfractaldim - Estimation of Fractal Dimensions
Implements various methods for estimating fractal dimension of time series and 2-dimensional data <doi:10.1214/11-STS370>.
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3.53 score 1 stars 68 scripts 415 downloadswpp2019 - World Population Prospects 2019
Provides data from the United Nation's World Population Prospects 2019.
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3.20 score 1 stars 5 dependents 105 scripts 581 downloadsdemogR - Analysis of Age-Structured Demographic Models
Construction and analysis of matrix population models in R.
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2.90 score 80 scripts 437 downloadswpp2017 - World Population Prospects 2017
Provides data from the United Nation's World Population Prospects 2017.
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2.68 score 1 stars 5 dependents 32 scripts 817 downloadscovRobust - Robust Covariance Estimation via Nearest Neighbor Cleaning
The cov.nnve() function implements robust covariance estimation by the nearest neighbor variance estimation (NNVE) method of Wang and Raftery (2002) <DOI:10.1198/016214502388618780>.
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2.58 score 38 scripts 337 downloadsbayesTFR - Bayesian Fertility Projection
Making probabilistic projections of total fertility rate for all countries of the world, using a Bayesian hierarchical model <doi:10.1007/s13524-011-0040-5> <doi:10.18637/jss.v106.i08>. Subnational probabilistic projections are also supported <doi:10.4054/DemRes.2018.38.60>.
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2.26 score 2 stars 3 dependents 804 downloadssnowFT - Fault Tolerant Simple Network of Workstations
Extension of the snow package supporting fault tolerant and reproducible applications, as well as supporting easy-to-use parallel programming - only one function is needed. Dynamic cluster size is also available.
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2.15 score 1 stars 14 scripts 349 downloadsbayesLife - Bayesian Projection of Life Expectancy
Making probabilistic projections of life expectancy for all countries of the world, using a Bayesian hierarchical model <doi:10.1007/s13524-012-0193-x>. Subnational projections are also supported.
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1.78 score 1 stars 1 dependents 643 downloadsMortCast - Estimation and Projection of Age-Specific Mortality Rates
Age-specific mortality rates are estimated and projected using the Kannisto, Lee-Carter and related methods as described in Sevcikova et al. (2016) <doi:10.1007/978-3-319-26603-9_15>.
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1.76 score 1 dependents 19 scripts 552 downloadswpp2015 - World Population Prospects 2015
Provides data from the United Nation's World Population Prospects 2015.
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1.65 score 45 scripts 466 downloadswpp2012 - World Population Prospects 2012
Data from the United Nation's World Population Prospects 2012
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1.48 score 1 dependents 8 scripts 362 downloadswppExplorer - Explorer of World Population Prospects
Explore data in the 'wpp2019' (or 2017, 2015, ...) package using a 'shiny' interface.
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1.23 score 17 scripts 338 downloadswpp2008 - World Population Prospects 2008
Data from the United Nation's World Population Prospects 2008
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1.00 score 8 scripts 201 downloadswpp2010 - World Population Prospects 2010
Data from the United Nation's World Population Prospects 2010
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1.00 score 8 scripts 260 downloads