diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst
index e621ab2a5b9c5..7484069710e35 100644
--- a/doc/source/whatsnew/v3.0.0.rst
+++ b/doc/source/whatsnew/v3.0.0.rst
@@ -556,8 +556,8 @@ Period
 Plotting
 ^^^^^^^^
 - Bug in  :meth:`.DataFrameGroupBy.boxplot` failed when there were multiple groupings (:issue:`14701`)
+- Bug in :meth:`DataFrame.plot` ignoring parameter ``style`` when using error bar parameters ``yerr`` or ``xerr`` (:issue:`7023`)
 - Bug in :meth:`DataFrame.plot` that causes a shift to the right when the frequency multiplier is greater than one. (:issue:`57587`)
--
 
 Groupby/resample/rolling
 ^^^^^^^^^^^^^^^^^^^^^^^^
diff --git a/pandas/plotting/_matplotlib/core.py b/pandas/plotting/_matplotlib/core.py
index 2d3c81f2512aa..59439dba2628c 100644
--- a/pandas/plotting/_matplotlib/core.py
+++ b/pandas/plotting/_matplotlib/core.py
@@ -961,6 +961,9 @@ def _plot(
                 kwds["xerr"] = np.array(kwds.get("xerr"))
             if "yerr" in kwds:
                 kwds["yerr"] = np.array(kwds.get("yerr"))
+            # GH 7023
+            if style is not None:
+                kwds["fmt"] = style
             return ax.errorbar(x, y, **kwds)
         else:
             # prevent style kwarg from going to errorbar, where it is unsupported
diff --git a/pandas/tests/plotting/frame/test_frame.py b/pandas/tests/plotting/frame/test_frame.py
index e809bd33610f1..c8d948670b897 100644
--- a/pandas/tests/plotting/frame/test_frame.py
+++ b/pandas/tests/plotting/frame/test_frame.py
@@ -1953,6 +1953,47 @@ def _check_errorbar_color(containers, expected, has_err="has_xerr"):
         _check_has_errorbars(ax, xerr=0, yerr=1)
         _check_errorbar_color(ax.containers, "green", has_err="has_yerr")
 
+    def test_errorbar_plot_line_style(self):
+        def _check_line_style(ax, expected):
+            for line_num, line_data in enumerate(ax.get_lines()):
+                received = [
+                    line_data.get_linestyle(),
+                    line_data.get_color(),
+                    line_data.get_marker(),
+                    line_data.get_markeredgecolor(),
+                    line_data.get_markerfacecolor(),
+                ]
+                assert received == expected[line_num]
+
+        # GH 7023
+        data1 = np.array([9, 3, 5, 1, 7])
+        data2 = np.array([1, 2, 2, 8, 4])
+        err1 = data1 * 0.1
+        err2 = data2 * 0.1
+        df = DataFrame({"data1": data1, "data2": data2})
+        err_x = DataFrame({"data1": err1, "data2": err2})
+        err_y = DataFrame({"data1": err2, "data2": err1})
+        expected = [[":", "r", "o", "r", "r"], ["--", "g", "v", "g", "g"]]
+
+        # check for single line
+        ax = df["data1"].plot(xerr=err_x["data1"], yerr=err_y["data1"], style="or:")
+        num_lines = len(ax.get_lines())
+        _check_has_errorbars(ax, xerr=num_lines, yerr=num_lines)
+        _check_line_style(ax, expected)
+
+        # check for two lines on a single plot
+        ax = df.plot(xerr=err_x, yerr=err_y, style=["or:", "vg--"], subplots=False)
+        num_lines = len(ax.get_lines())
+        _check_has_errorbars(ax, xerr=num_lines, yerr=num_lines)
+        _check_line_style(ax, expected)
+
+        # check for two lines, each on separate subplots
+        axes = df.plot(xerr=err_x, yerr=err_y, style=["or:", "vg--"], subplots=True)
+        for ax_num, ax in enumerate(axes):
+            num_lines = len(ax.get_lines())
+            _check_has_errorbars(ax, xerr=num_lines, yerr=num_lines)
+            _check_line_style(ax, [expected[ax_num]])
+
     def test_scatter_unknown_colormap(self):
         # GH#48726
         df = DataFrame({"a": [1, 2, 3], "b": 4})