diff --git a/DESCRIPTION b/DESCRIPTION
index ce6d80e6f6fe435f784fee335727a9f736a2977b..99884ff03b4d9e7b4fe635f8d60801eee9c25d23 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,6 +1,6 @@
-Package: bamlssMVN
+Package: mvnchol
 Title: MVN Cholesky family for BAMLSS
-Version: 0.1.3
+Version: 0.1.4
 Authors@R: c(person(given = "Thomas", family = "Muschinski", role = c("aut", "cre"),
                     email = "Thomas.Muschinkski@uibk.ac.at",
                     comment = c(ORCID = "0000-0001-9084-0721")),
diff --git a/README.Rmd b/README.Rmd
index b0de40ed1b1213175a8f8d1170ecf0cc33a6414f..6dac98f3ded0f90ddead9f4f7f6a112481404782 100644
--- a/README.Rmd
+++ b/README.Rmd
@@ -13,7 +13,7 @@ Innsbruck. The repository has public access.
     using [**devtools**](https://devtools.r-lib.org/) in an R session:
 
 ```r
-devtools::install_git("https://git.uibk.ac.at/c4031039/bamlss_mvn")
+remotes::install_git("https://git.uibk.ac.at/c4031039/bamlss_mvn")
 ```
 
 * Or clone it using [git](https://git-scm.com/) and a git client for your system.
diff --git a/README.md b/README.md
index a15ef679fd16ff501d23c1bae51fa93380363b9e..f8ef25e837c15fd37160e36a8ac84c16bbd28b56 100644
--- a/README.md
+++ b/README.md
@@ -16,10 +16,10 @@ Innsbruck. The repository has public access.
 
 <!-- -->
 
-    devtools::install_git("https://git.uibk.ac.at/c4031039/bamlss_mvn")
+    remotes::install_git("https://git.uibk.ac.at/c4031039/bamlss_mvn")
 
 -   Or clone it using [git](https://git-scm.com/) and a git client for
-    your system. And build and INSTALL it after cloning, e.g. in a bash:
+    your system. And build and INSTALL it after cloning, e.g. in a bash:
 
 <!-- -->
 
@@ -36,16 +36,66 @@ First Model
 -----------
 
     library(bamlss)
+
+    ## Loading required package: coda
+
+    ## Loading required package: colorspace
+
+    ## Loading required package: mgcv
+
+    ## Loading required package: nlme
+
+    ## This is mgcv 1.8-33. For overview type 'help("mgcv-package")'.
+
+    ## 
+    ## Attaching package: 'bamlss'
+
+    ## The following object is masked from 'package:mgcv':
+    ## 
+    ##     smooth.construct
+
     library(bamlssMVN)
     data(simdata)
     d <- simdata$d
     f <- make_formula(y1 | y2 | y3 ~ s(x) | s(x) | s(x))
     b <- bamlss(f, family = mvnchol_bamlss(k = 3), data = d)
 
+    ## AICc 9796.373 logPost -5012.88 logLik -4850.79 edf 46.275 eps 1.0000 iteration   1
+    ## AICc 9472.640 logPost -4863.28 logLik -4674.78 edf 59.666 eps 1.0557 iteration   2
+    ## AICc 9433.197 logPost -4844.09 logLik -4655.19 edf 59.545 eps 0.2736 iteration   3
+    ## AICc 9424.514 logPost -4840.35 logLik -4650.41 edf 59.956 eps 0.3922 iteration   4
+    ## AICc 9422.810 logPost -4839.90 logLik -4649.28 edf 60.214 eps 0.1256 iteration   5
+    ## AICc 9422.444 logPost -4839.92 logLik -4649.00 edf 60.308 eps 0.0353 iteration   6
+    ## AICc 9422.355 logPost -4839.98 logLik -4648.92 edf 60.344 eps 0.0091 iteration   7
+    ## AICc 9422.301 logPost -4839.99 logLik -4648.89 edf 60.344 eps 0.0030 iteration   8
+    ## AICc 9422.290 logPost -4839.99 logLik -4648.88 edf 60.347 eps 0.0008 iteration   9
+    ## AICc 9422.286 logPost -4839.99 logLik -4648.88 edf 60.348 eps 0.0002 iteration  10
+    ## AICc 9422.284 logPost -4839.99 logLik -4648.88 edf 60.349 eps 0.0000 iteration  11
     ## AICc 9422.284 logPost -4839.99 logLik -4648.88 edf 60.349 eps 0.0000 iteration  11
-    ## elapsed time:  4.25sec
+    ## elapsed time:  4.30sec
     ## Starting the sampler...
-    ## |********************| 100%  0.00sec  1.35min
+    ## 
+    ## |                    |   0%  1.21min
+    ## |*                   |   5%  1.08min  3.42sec
+    ## |**                  |  10%  1.01min  6.71sec
+    ## |***                 |  15% 56.00sec  9.88sec
+    ## |****                |  20% 54.37sec 13.59sec
+    ## |*****               |  25% 52.59sec 17.53sec
+    ## |******              |  30% 50.14sec 21.49sec
+    ## |*******             |  35% 47.33sec 25.49sec
+    ## |********            |  40% 44.25sec 29.50sec
+    ## |*********           |  45% 40.77sec 33.36sec
+    ## |**********          |  50% 37.29sec 37.29sec
+    ## |***********         |  55% 33.72sec 41.21sec
+    ## |************        |  60% 30.10sec 45.16sec
+    ## |*************       |  65% 26.46sec 49.13sec
+    ## |**************      |  70% 22.76sec 53.10sec
+    ## |***************     |  75% 19.03sec 57.10sec
+    ## |****************    |  80% 15.24sec  1.02min
+    ## |*****************   |  85% 11.44sec  1.08min
+    ## |******************  |  90%  7.64sec  1.15min
+    ## |******************* |  95%  3.83sec  1.21min
+    ## |********************| 100%  0.00sec  1.28min
 
     plot(b, model = "lambda12")
 
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