diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm
index 646a3c867c..f647c3b37f 100644
--- a/gnu/packages/cran.scm
+++ b/gnu/packages/cran.scm
@@ -8157,23 +8157,27 @@ analysis of multiply imputed data sets.")
 (define-public r-mice
   (package
     (name "r-mice")
-    (version "3.15.0")
+    (version "3.16.0")
     (source
      (origin
        (method url-fetch)
        (uri (cran-uri "mice" version))
        (sha256
         (base32
-         "0yz88b40mpn24z40yfpxrkwrsxk362gwks3v5x69rkix1qkdsr1x"))))
+         "0h20lirk2257y3i1ww5y2pqp9lc21ilmf8yykmz36h55hm8jiw19"))))
     (build-system r-build-system)
     (propagated-inputs
      (list r-broom
            r-cpp11
            r-dplyr
            r-generics
+           r-glmnet
            r-lattice
+           r-mitml
+           r-nnet
            r-rcpp
            r-rlang
+           r-rpart
            r-tidyr))
     (home-page "https://cran.r-project.org/web/packages/mice/")
     (synopsis "Multivariate imputation by chained equations")