Fix typos in doc

[ci skip]

R/bayesplot-colors.R

@@ -33,7 +33,7 @@
 #'      the scheme names listed above (e.g. "mix-teal-pink", "mix-blue-red",
 #'      etc.). The order of \code{x} and \code{y} matters, i.e., the color
 #'      schemes "mix-blue-red" and "mix-red-blue" are not identical. There is no
-#'      gaurantee that every possible mixed scheme will look good with every
+#'      guarantee that every possible mixed scheme will look good with every
 #'      possible plot.
 #'   }
 #'

R/bayesplot_grid.R

@@ -12,7 +12,7 @@
 #'   \code{widths}, etc.).
 #' @param titles,subtitles Optional character vectors of plot titles and
 #'   subtitles. If specified, \code{titles} and \code{subtitles} must must have
-#'   length equal to the number of plots speficied.
+#'   length equal to the number of plots specified.
 #' @param xlim,ylim Optionally, numeric vectors of length 2 specifying lower and
 #'   upper limits for the axes that will be shared across all plots.
 #' @param legends If any of the plots have legends should they be displayed?

R/example-data.R

@@ -52,7 +52,7 @@ NULL
 
 #' @rdname example-data
 #' @export
-#' @param chains An interger between 1 and 4 indicating the desired number of
+#' @param chains An integer between 1 and 4 indicating the desired number of
 #'   chains.
 #' @param params An integer between 1 and 6 indicating the desired number of
 #'   parameters.

R/mcmc-combo.R

@@ -13,7 +13,7 @@
 #'   relative column widths. For example, if the plot has two columns, then
 #'   \code{widths = c(2, 1)} will allocate more space for the first column by a
 #'   factor of 2 (as would \code{widths = c(.3, .15)}, etc.). The default,
-#'   \code{NULL}, allocates the same horiztonal space for each column.
+#'   \code{NULL}, allocates the same horizontal space for each column.
 #' @param gg_theme Unlike most of the other \pkg{bayesplot} functions,
 #'   \code{mcmc_combo} returns a gtable object rather than a ggplot object, and
 #'   so theme objects can't be added directly to the returned plot object. The

R/mcmc-diagnostics-nuts.R

@@ -94,9 +94,9 @@
 #' @seealso
 #' \itemize{
 #' \item The \emph{Visual MCMC Diagnostics} vignette.
-#' \item Several other plotting functions in the \pkg{bayesplot}
-#' package that aren't NUTS-specific but take optional extra arguments
-#' if the model was fit using NUTS:
+#' \item Several other plotting functions in the \pkg{bayesplot} package that
+#' are not NUTS-specific but take optional extra arguments if the model was fit
+#' using NUTS:
 #' \itemize{
 #'  \item \code{\link{mcmc_trace}} will plot divergences on the traceplot if the
 #'  optional \code{divergences} argument is specified.

R/mcmc-scatterplots.R

@@ -46,7 +46,7 @@
 #'    (roughly) half are displayed above the diagonal and half are below (all
 #'    chains are always merged together for the plots along the diagonal). Other
 #'    possibilities are available by setting the \code{condition} argument.
-#'    Additionally, extra diagonistic information for models fit using
+#'    Additionally, extra diagnostic information for models fit using
 #'    \code{\link{NUTS}} can be added to the pairs plot using the \code{lp},
 #'    \code{np}, and \code{np_style} arguments.
 #'   }
@@ -392,7 +392,7 @@ mcmc_pairs <- function(x,
 #' @rdname MCMC-scatterplots
 #' @export
 #' @param div_color,div_shape,div_size,td_color,td_shape,td_size Optional
-#'   rguments to the \code{pairs_style_np} helper function that are eventually
+#'   arguments to the \code{pairs_style_np} helper function that are eventually
 #'   passed to \code{\link[ggplot2]{geom_point}}. They control the color, shape,
 #'   and size specifications  for points representing divergences (\code{div})
 #'   and points indicating hitting the maximum treedepth (\code{td}). See the

R/ppc-overview.R

@@ -39,7 +39,7 @@
 #' \eqn{X} we denote the resulting simulations by \eqn{y^{rep}}{yrep} as they
 #' can be thought of as \emph{replications} of the outcome \eqn{y} rather than
 #' predictions for future observations. This corresponds to the notation from
-#' Gelman et. al. (2013) and is the notation used throughtout the documentation
+#' Gelman et. al. (2013) and is the notation used throughout the documentation
 #' for this package.
 #' }
 #' \subsection{Graphical posterior predictive checking}{