diff --git a/DESCRIPTION b/DESCRIPTION
index e6919e1..193dde0 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -51,6 +51,6 @@ Additional_repositories: https://andrewzm.github.io/dggrids-repo/,
License: GPL (>= 2)
NeedsCompilation: yes
LazyData: true
-RoxygenNote: 7.2.2
+RoxygenNote: 7.2.3
LinkingTo: Rcpp, TMB, RcppEigen
Encoding: UTF-8
diff --git a/R/SRE.R b/R/SRE.R
index d6912ae..769930a 100644
--- a/R/SRE.R
+++ b/R/SRE.R
@@ -197,7 +197,7 @@
#' or Case 2 is chosen; see the vignette "FRK_intro") and the regression parameters \ifelse{html}{\out{ α }}{\eqn{\boldsymbol{\alpha}}{\alpha}}.
#' There are two methods of model fitting currently implemented, both of which
#' implement maximum likelihood estimation (MLE).
-#' \itemize{
+#' \describe{
#' \item{MLE via the expectation maximisation
#' (EM) algorithm. }{This method is implemented only
#' for Gaussian data and an identity link function.
diff --git a/R/options.R b/R/options.R
index 29b1440..4cdad75 100644
--- a/R/options.R
+++ b/R/options.R
@@ -43,12 +43,12 @@ new_opts_FRK <- function(d = list(progress = TRUE, verbose = FALSE, parallel=1L)
#' @title FRK options
#' @description The main options list for the FRK package.
#' @format List of 2
-#' \itemize{
+#' \describe{
#' \item{\code{$} }{\code{set:function(opt,value)}}
#' \item{\code{$} }{\code{get:function(opt)}}
#' }
#' @details \code{opts_FRK} is a list containing two functions, \code{set} and \code{get}, which can be used to set options and retrieve options, respectively. Currently \code{FRK} uses three options:
-#' \itemize{
+#' \describe{
#' \item{"progress":}{ a flag indicating whether progress bars should be displayed or not}
#' \item{"verbose":}{ a flag indicating whether certain progress messages should be shown or not. Currently this is the only option applicable to \code{method} = "TMB"}
#' \item{"parallel":}{ an integer indicating the number of cores to use. A number 0 or 1 indicates no parallelism}
diff --git a/man/SRE.Rd b/man/SRE.Rd
index 12825e2..3df46d4 100644
--- a/man/SRE.Rd
+++ b/man/SRE.Rd
@@ -331,7 +331,7 @@ parameters, namely the covariance matrix \ifelse{html}{\out{K}}{\e
or Case 2 is chosen; see the vignette "FRK_intro") and the regression parameters \ifelse{html}{\out{ α }}{\eqn{\boldsymbol{\alpha}}{\alpha}}.
There are two methods of model fitting currently implemented, both of which
implement maximum likelihood estimation (MLE).
-\itemize{
+\describe{
\item{MLE via the expectation maximisation
(EM) algorithm. }{This method is implemented only
for Gaussian data and an identity link function.
diff --git a/man/opts_FRK.Rd b/man/opts_FRK.Rd
index ca305be..a1045f5 100644
--- a/man/opts_FRK.Rd
+++ b/man/opts_FRK.Rd
@@ -6,7 +6,7 @@
\title{FRK options}
\format{
List of 2
-\itemize{
+\describe{
\item{\code{$} }{\code{set:function(opt,value)}}
\item{\code{$} }{\code{get:function(opt)}}
}
@@ -19,7 +19,7 @@ The main options list for the FRK package.
}
\details{
\code{opts_FRK} is a list containing two functions, \code{set} and \code{get}, which can be used to set options and retrieve options, respectively. Currently \code{FRK} uses three options:
-\itemize{
+\describe{
\item{"progress":}{ a flag indicating whether progress bars should be displayed or not}
\item{"verbose":}{ a flag indicating whether certain progress messages should be shown or not. Currently this is the only option applicable to \code{method} = "TMB"}
\item{"parallel":}{ an integer indicating the number of cores to use. A number 0 or 1 indicates no parallelism}