diff --git a/R/type_loess.R b/R/type_loess.R
index 9166620c..164a1d6f 100644
--- a/R/type_loess.R
+++ b/R/type_loess.R
@@ -1,32 +1,55 @@
-#' LOESS type
+#' Loess type
+#' 
+#' @description Type function for plotting a LOESS (LOcal regrESSion) fit.
+#' Arguments are passed to \code{\link[stats]{loess}}.
 #' 
 #' @inheritParams stats::loess
+#' @param se logical. If `TRUE` (the default), confidence intervals are drawn.
+#' @param level the confidence level required if `se = TRUE`. Default is 0.95.
 #' @importFrom stats loess loess.control predict
+#' @examples
+#' # "loess" type convenience string
+#' tinyplot(dist ~ speed, data = cars, type = "loess")
+#' 
+#' # Use `type_loess()` to pass extra arguments for customization
+#' tinyplot(dist ~ speed, data = cars, type = type_loess(span = 0.5, degree = 1))
 #' @export
 type_loess = function(
     span = 0.75,
     degree = 2,
     family = "gaussian",
-    control = loess.control()) {
+    control = loess.control(),
+    se = TRUE,
+    level = 0.95
+    ) {
     out = list(
-        draw = draw_lines(),
-        data = data_loess(span = span, degree = degree, family = family, control = control),
-        name = "l"
+        draw = draw_ribbon(),
+        data = data_loess(span = span, degree = degree, family = family, control = control, se = se, level = level),
+        name = if (isTRUE(se)) "ribbon" else "l"
     )
     class(out) = "tinyplot_type"
     return(out)
 }
 
 
-data_loess = function(span, degree, family, control, ...) {
+data_loess = function(span, degree, family, control, se, level, ...) {
     fun = function(datapoints, ...) {
-        dat = split(datapoints, list(datapoints$facet, datapoints$by))
-        dat = lapply(dat, function(x) {
-            fit = loess(y ~ x, data = x, span = span, degree = degree, family = family, control = control)
-            x$y = predict(fit, x)
-            x
+        datapoints = split(datapoints, list(datapoints$facet, datapoints$by))
+        datapoints = Filter(function(k) nrow(k) > 0, datapoints)
+        datapoints = lapply(datapoints, function(dat) {
+            fit = loess(y ~ x, data = dat, span = span, degree = degree, family = family, control = control)
+            if (se == TRUE) {
+                p = predict(fit, newdata = dat, se = TRUE)
+                p = ci(p$fit, p$se.fit, conf.level = level, p$df)
+                dat$y = p$estimate
+                dat$ymax = p$conf.high
+                dat$ymin = p$conf.low
+            } else {
+                dat$y = predict(fit, dat)
+            }
+            dat
         })
-        datapoints = do.call(rbind, dat)
+        datapoints = do.call(rbind, datapoints)
         datapoints = datapoints[order(datapoints$facet, datapoints$by, datapoints$x), ]
         out = list(datapoints = datapoints)
         return(out)
diff --git a/inst/tinytest/_tinysnapshot/model_loess_by.svg b/inst/tinytest/_tinysnapshot/model_loess_by.svg
index 162134b6..4b283aee 100644
--- a/inst/tinytest/_tinysnapshot/model_loess_by.svg
+++ b/inst/tinytest/_tinysnapshot/model_loess_by.svg
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diff --git a/inst/tinytest/test-models.R b/inst/tinytest/test-models.R
index 8eec84fb..9138859c 100644
--- a/inst/tinytest/test-models.R
+++ b/inst/tinytest/test-models.R
@@ -34,8 +34,7 @@ f = function() {
 expect_snapshot_plot(f, label = "model_lm_by")
 
 f = function() {
-  plt(I(Temp > 80) ~ Wind | factor(Month), data = airquality, 
-    type = type_loess())
+  plt(Temp ~ Day | factor(Month), data = airquality, type = type_loess())
 }
 expect_snapshot_plot(f, label = "model_loess_by")
 
@@ -54,7 +53,6 @@ f = function() {
 expect_snapshot_plot(f, label = "model_lm_facet")
 
 f = function() {
-  plt(I(Temp > 80) ~ Wind, facet = ~Month, data = airquality, 
-    type = type_loess())
+  plt(Temp ~ Day | Month, data = airquality, facet = "by", type = type_loess())
 }
 expect_snapshot_plot(f, label = "model_loess_facet")
diff --git a/man/type_loess.Rd b/man/type_loess.Rd
index cf1d67c5..64578d74 100644
--- a/man/type_loess.Rd
+++ b/man/type_loess.Rd
@@ -2,13 +2,15 @@
 % Please edit documentation in R/type_loess.R
 \name{type_loess}
 \alias{type_loess}
-\title{LOESS type}
+\title{Loess type}
 \usage{
 type_loess(
   span = 0.75,
   degree = 2,
   family = "gaussian",
-  control = loess.control()
+  control = loess.control(),
+  se = TRUE,
+  level = 0.95
 )
 }
 \arguments{
@@ -23,7 +25,19 @@ type_loess(
     biweight function.  Can be abbreviated.}
 
 \item{control}{control parameters: see \code{\link[stats]{loess.control}}.}
+
+\item{se}{logical. If \code{TRUE} (the default), confidence intervals are drawn.}
+
+\item{level}{the confidence level required if \code{se = TRUE}. Default is 0.95.}
 }
 \description{
-LOESS type
+Type function for plotting a LOESS (LOcal regrESSion) fit.
+Arguments are passed to \code{\link[stats]{loess}}.
+}
+\examples{
+# "loess" type convenience string
+tinyplot(dist ~ speed, data = cars, type = "loess")
+
+# Use `type_loess()` to pass extra arguments for customization
+tinyplot(dist ~ speed, data = cars, type = type_loess(span = 0.5, degree = 1))
 }
