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data { int N; vector[N] x; vector[N] y; } parameters { real alpha; real beta; real sigma; } model { real mu[N] = alpha + beta * x; y ~ normal(mu, sigma); } data { int N; vector[N] x; vector[N] y; } parameters { real alpha; real beta; real nu; real sigma; } model { real mu[N] = alpha + beta * x; y ~ student_t(nu, mu, sigma); }

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data { int N; vector[N] x; vector[N] y; } parameters { real alpha; real beta; real sigma; } model { real mu[N] = alpha + beta * x; y ~ normal(mu, sigma); } data { int N; vector[N] x; vector[N] y; } parameters { real alpha; real beta; real sigma; } model { vector[N] mu = exp(x*beta+alpha); y ~ neg_binomial_2(mu, sigma); }

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## setting value ## version R version 3.4.2 (2017-09-28) ## system x86_64, linux-gnu ## ui X11 ## language en_US:en ## collate en_US.UTF-8 ## tz Europe/Copenhagen ## date 2017-11-23 ## ## package * version date source ## assertthat 0.1 2013-12-06 CRAN (R 3.4.2) ## backports 1.1.1 2017-09-25 CRAN (R 3.4.2) ## base * 3.4.2 2017-10-29 local ## bindr 0.1 2016-11-13 CRAN (R 3.4.2) ## bindrcpp * 0.2 2017-06-17 CRAN (R 3.4.2) ## bitops 1.0-6 2013-08-17 CRAN (R 3.4.2) ## caTools 1.17.1 2014-09-10 CRAN (R 3.4.2) ## colorspace 1.3-2 2016-12-14 CRAN (R 3.4.2) ## compiler 3.4.2 2017-10-29 local ## datasets * 3.4.2 2017-10-29 local ## devtools 1.13.4 2017-11-09 CRAN (R 3.4.2) ## digest 0.6.12 2017-01-27 CRAN (R 3.4.2) ## dplyr * 0.7.4 2017-09-28 CRAN (R 3.4.2) ## evaluate 0.10 2016-10-11 CRAN (R 3.4.2) ## gdata 2.18.0 2017-06-06 CRAN (R 3.4.2) ## ggplot2 * 2.2.1 2016-12-30 CRAN (R 3.4.2) ## glue 1.2.0 2017-10-29 CRAN (R 3.4.2) ## gplots * 3.0.1 2016-03-30 CRAN (R 3.4.2)