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Package: Bayesthresh | ||
Version: 0.1 | ||
Date: 2012-08-06 | ||
Title: Bayesian thresholds mixed-effects models for categorial data | ||
Author: Fabio Mathias Correa <fmcron@gmail.com> and Julio Silvio de | ||
Souza Bueno Filho <juliobuenof@gmail.com> | ||
Maintainer: Fabio Mathias Correa <fmcron@gmail.com> | ||
Description: This library fits a linear mixed model for ordinal | ||
categorical responses using Bayesian inference via Monte Carlo | ||
Markov Chains. Default is Nandran & Chen algorithm using | ||
Gaussian link function and saving just the summaries of the | ||
chains. Among the options, package allow for two other options | ||
of algorithms, for using Student's "t" link function and for | ||
saving the full chains. | ||
Depends: R(>= 2.10.1), lme4 (>= 0.999375-35), MASS, VGAM, mvtnorm, | ||
matrixcalc | ||
License: GPL (>= 2) | ||
Repository: CRAN | ||
Date/Publication: 2012-08-08 05:37:26 | ||
Packaged: 2012-08-07 23:21:34 UTC; fmcron |
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c68ca96c1fb8dc3019fd3f0c1fe817f6 *DESCRIPTION | ||
637174c4b580e5e2f976596269734abc *NAMESPACE | ||
4b742abdb54c0f674c2f06b880d63a6f *R/Bayes.factor.R | ||
ca79ffb9476bc8c8726ec09db03183f7 *R/Bayesthresh.R | ||
97d72f8e990f3a229d4ddd7408ccb010 *R/coef.Bayesthresh.R | ||
2433b9d274c1b12429f632c0eee7fa31 *R/compVar.R | ||
f52b3e962fcf1c240d68304c2b98d08c *R/plot.random.effects.R | ||
91935a4a020ccf82ac7f1549cb4eb84f *R/random.effects.R | ||
b51185e0fa4825009b06e9dee61b9358 *R/zzz.R | ||
bd4a5ef6aad4293f4ff514233e794b7e *data/sensory.rda | ||
3b4c692402cf955ad72ec62c0a1beb17 *inst/CITATION | ||
ca591a030c5407c420cdcba3a31c06f2 *man/ACGaussian.Rd | ||
e02f57831b3a1c651460698503742667 *man/ACt.Rd | ||
0d794c2437253de1db61ec284b8fb9b1 *man/Bayes.factor.Rd | ||
5d06b782074a983feb965f728e536ad8 *man/Bayesthresh.Rd | ||
5f1450d8675c66f5a4d7f56569408e4a *man/MCGaussian.Rd | ||
3f0ab3eb6a77313f0e041b975e9819ef *man/MCt.Rd | ||
f1ccbd0f52aa5675a6c605d736f9ab21 *man/NCGaussian.Rd | ||
8ac8feda967146bacd0a1d19d47d6da8 *man/NCt.Rd | ||
a699cec2bb477682a005e38e436e0442 *man/coef.Bayesthresh.Rd | ||
a2ec37d6e8bb71324a4fcfca3409502e *man/compVar.Rd | ||
28a10a7d8adbd79a4897a3718bec9de5 *man/plot.random.effects.Rd | ||
c9c19c8d023af5461476ee3fd6352836 *man/predict.Bayesthresh.Rd | ||
d5d66b115b1b19eb1d2abd95f8ba46e7 *man/random.effects.Rd | ||
937ef63c15dbe35bdbeb96d83aa639f4 *man/sensory.Rd | ||
e441f70f7997b49ceba84c8d4bfbeeea *man/summary.Bayesthresh.Rd | ||
f76f32b3af49874a82e9ef6d4bf995ef *src/acum.c | ||
af33e99954d91e868233f336cf5b1d7a *src/dist.c | ||
149e8aa070b60438aa24fc9b0e54c76a *src/lambda.f95 | ||
e28e02b96aeb9e651b03c559caa357b4 *src/partition.f95 | ||
03a51259d331296b00ce9d680dcfeabb *src/vua.f95 |
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useDynLib(Bayesthresh) | ||
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export("Bayesthresh", | ||
"Bayes.factor", | ||
"random.effects", | ||
"coef.Bayesthresh", | ||
"summary.Bayesthresh", | ||
"ACGaussian", | ||
"ACt", | ||
"MCGaussian", | ||
"MCt", | ||
"NCGaussian", | ||
"NCt", | ||
"predict.Bayesthresh", | ||
"plot.random.effects", | ||
"compVar") | ||
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S3method(predict, Bayesthresh) | ||
S3method(plot, random.effects) | ||
S3method(coef, Bayesthresh) | ||
S3method(summary, Bayesthresh) |
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Bayes.factor <- function(model1, model2) | ||
{ | ||
if(!inherits(model1, "Bayesthresh")) | ||
stop("Model1 does not belong a class Bayesthresh") | ||
if(!inherits(model2, "Bayesthresh")) | ||
stop("Model2 does not belong a class Bayesthresh") | ||
veros1 <- 1/((1/model1$inter$ef.iter)*(as.numeric(model1$lik))) | ||
Postmean1 <- veros1[1] | ||
veros2 <- 1/((1/model2$inter$ef.iter)*(as.numeric(model2$lik))) | ||
Postmean2 <- veros2[1] | ||
bf <- Postmean1/Postmean2 | ||
result <- data.frame(bf) | ||
rownames(result) <- c("model1/model2") | ||
colnames(result) <- c("Bayes factor") | ||
cat("\nBayes factor for comparison two models\n") | ||
cat("\n \n") | ||
cat("Model 1:", deparse(model1$formula), fill=TRUE ) | ||
cat("Model 2:", deparse(model2$formula), "\n") | ||
cat("\n \n") | ||
print(result) | ||
} | ||
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