我按照https://github.com/stan-dev/rstan/wiki/RStan-Getting-Started的说明构建了 rtools 3.4 和 rstan 2.17.3 。
我在下面保存了文件“8schools.stan”:
data {
int<lower=0> J; // number of schools
real y[J]; // estimated treatment effects
real<lower=0> sigma[J]; // s.e. of effect estimates
}
parameters {
real mu;
real<lower=0> tau;
real eta[J];
}
transformed parameters {
real theta[J];
for (j in 1:J)
theta[j] = mu + tau * eta[j];
}
model {
target += normal_lpdf(eta | 0, 1);
target += normal_lpdf(y | theta, sigma);
}
但是当我调用代码时:
library(rstan)
rstan_options(auto_write = TRUE)
options(mc.cores = parallel::detectCores())
schools_dat <- list(J = 8,
y = c(28, 8, -3, 7, -1, 1, 18, 12),
sigma = c(15, 10, 16, 11, 9, 11, 10, 18))
fit <- stan(file = '8schools.stan', data = schools_dat,
iter = 3, chains = 4)
我收到此错误:
hash mismatch so recompiling; make sure Stan code ends with a blank line
In file included from C:/Users/ubashir/Documents/R/win-library/3.4/BH/include/boost/config.hpp:39:0,
from C:/Users/ubashir/Documents/R/win-library/3.4/BH/include/boost/math/tools/config.hpp:13,
from C:/Users/ubashir/Documents/R/win-library/3.4/StanHeaders/include/stan/math/rev/core/var.hpp:7,
from C:/Users/ubashir/Documents/R/win-library/3.4/StanHeaders/include/stan/math/rev/core/gevv_vvv_vari.hpp:5,
from C:/Users/ubashir/Documents/R/win-library/3.4/StanHeaders/include/stan/math/rev/core.hpp:12,
from C:/Users/ubashir/Documents/R/win-library/3.4/StanHeaders/include/stan/math/rev/mat.hpp:4,
from C:/Users/ubashir/Documents/R/win-library/3.4/StanHeaders/include/stan/math.hpp:4,
from C:/Users/ubashir/Documents/R/win-library/3.4/StanHeaders/include/src/stan/model/model_header.hpp:4,
from file1b0858a92ea1.cpp:8:
C:/Users/ubashir/Documents/R/win-library/3.4/BH/include/boost/config/compiler/gcc.hpp:186:0: warning: "BOOST_NO_CXX11_RVALUE_REFERENCES" redefined
# define BOOST_NO_CXX11_RVALUE_REFERENCES
^
<command-line>:0:0: note: this is the location of the previous definition
Error in checkForRemoteErrors(val) :
4 nodes produced errors; first error: unable to load shared object 'C:/Users/ubashir/AppData/Local/Temp/RtmpgJlrXy/file163456d0a16.dll':
LoadLibrary failure: Access is denied.
请协助!
=================== 更新=============================== ================
所以我在 Rtools 3.5 和 rstan 之后重新安装了 R 版本 3.5.1(通过 install.packages())
现在 rstan 因多核支持而失败,如下所示:
library(rstan)
rstan_options(auto_write = TRUE)
options(mc.cores = 8)
fit <- stan(file = '8schools.stan', data = schools_dat,
iter = 3, chains = 4)
有错误:
Loading required namespace: rstudioapi
Error in checkForRemoteErrors(val) :
4 nodes produced errors; first error: unable to load shared object 'C:/Users/ubashir/AppData/Local/Temp/RtmpAtefGs/file241c40952587.dll':
LoadLibrary failure: Access is denied.
但是,如果我将线路更改为单核,我可以让代码至少工作