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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 | Package: eco
Version: 4.0-1
Date: 2017-7-26
Title: Ecological Inference in 2x2 Tables
Authors@R: c(
person("Kosuke", "Imai", , "kimai@Princeton.Edu", c("aut")),
person("Ying", "Lu", , "ying.lu@nyu.edu", c("aut", "cre")),
person("Aaron", "Strauss", , "aaronbstrauss@gmail.com", c("aut")),
person("Hubert", "Jin", , "hubertj@princeton.edu", c("ctb"))
)
Maintainer: Ying Lu <ying.lu@nyu.edu>
Depends: R (>= 2.0), MASS, utils
Description: Implements the Bayesian and likelihood methods proposed
in Imai, Lu, and Strauss (2008 <DOI: 10.1093/pan/mpm017>) and
(2011 <DOI:10.18637/jss.v042.i05>) for ecological inference in 2
by 2 tables as well as the method of bounds introduced by Duncan and
Davis (1953). The package fits both parametric and nonparametric
models using either the Expectation-Maximization algorithms (for
likelihood models) or the Markov chain Monte Carlo algorithms (for
Bayesian models). For all models, the individual-level data can be
directly incorporated into the estimation whenever such data are available.
Along with in-sample and out-of-sample predictions, the package also
provides a functionality which allows one to quantify the effect of data
aggregation on parameter estimation and hypothesis testing under the
parametric likelihood models.
LazyLoad: yes
LazyData: yes
License: GPL (>= 2)
URL: https://github.com/kosukeimai/eco
BugReports: https://github.com/kosukeimai/eco/issues
RoxygenNote: 6.0.1
NeedsCompilation: yes
Packaged: 2017-07-27 03:00:22 UTC; kimai
Author: Kosuke Imai [aut],
Ying Lu [aut, cre],
Aaron Strauss [aut],
Hubert Jin [ctb]
Repository: CRAN
Date/Publication: 2017-08-01 05:24:50 UTC
Built: R 3.4.2; x86_64-pc-linux-gnu; 'Thu, 07 Sep 2017 09:20:19 +0200'; unix
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