diff --git a/pandas/io/stata.py b/pandas/io/stata.py
index 1ed6f2c172787..1a62427b08057 100644
--- a/pandas/io/stata.py
+++ b/pandas/io/stata.py
@@ -44,7 +44,6 @@
     ValueLabelTypeMismatch,
 )
 from pandas.util._decorators import (
-    doc,
     set_module,
 )
 from pandas.util._exceptions import find_stack_level
@@ -2377,10 +2376,6 @@ def _dtype_to_default_stata_fmt(
         raise NotImplementedError(f"Data type {dtype} not supported.")
 
 
-@doc(
-    storage_options=_shared_docs["storage_options"],
-    compression_options=_shared_docs["compression_options"] % "fname",
-)
 class StataWriter(StataParser):
     """
     A class for writing Stata binary dta files
@@ -2412,11 +2407,36 @@ class StataWriter(StataParser):
     variable_labels : dict
         Dictionary containing columns as keys and variable labels as values.
         Each label must be 80 characters or smaller.
-    {compression_options}
+    compression : str or dict, default 'infer'
+        For on-the-fly compression of the output data. If 'infer' and 'fname' is
+        path-like, then detect compression from the following extensions: '.gz',
+        '.bz2', '.zip', '.xz', '.zst', '.tar', '.tar.gz', '.tar.xz' or '.tar.bz2'
+        (otherwise no compression).
+        Set to ``None`` for no compression.
+        Can also be a dict with key ``'method'`` set
+        to one of {``'zip'``, ``'gzip'``, ``'bz2'``, ``'zstd'``, ``'xz'``, ``'tar'``}
+        and other key-value pairs are forwarded to
+        ``zipfile.ZipFile``, ``gzip.GzipFile``,
+        ``bz2.BZ2File``, ``zstandard.ZstdCompressor``, ``lzma.LZMAFile`` or
+        ``tarfile.TarFile``, respectively.
+        As an example, the following could be passed for faster compression and to
+        create a reproducible gzip archive:
+        ``compression={'method': 'gzip', 'compresslevel': 1, 'mtime': 1}``.
+
+        .. versionadded:: 1.5.0
+            Added support for `.tar` files.
 
         .. versionchanged:: 1.4.0 Zstandard support.
 
-    {storage_options}
+    storage_options : dict, optional
+        Extra options that make sense for a particular storage connection, e.g.
+        host, port, username, password, etc. For HTTP(S) URLs the key-value pairs
+        are forwarded to ``urllib.request.Request`` as header options. For other
+        URLs (e.g. starting with "s3://", and "gcs://") the key-value pairs are
+        forwarded to ``fsspec.open``. Please see ``fsspec`` and ``urllib`` for more
+        details, and for more examples on storage options refer `here
+        <https://pandas.pydata.org/docs/user_guide/io.html?
+        highlight=storage_options#reading-writing-remote-files>`_.
 
     value_labels : dict of dicts
         Dictionary containing columns as keys and dictionaries of column value
@@ -2449,14 +2469,14 @@ class StataWriter(StataParser):
     >>> writer.write_file()
 
     Directly write a zip file
-    >>> compression = {{"method": "zip", "archive_name": "data_file.dta"}}
+    >>> compression = {"method": "zip", "archive_name": "data_file.dta"}
     >>> writer = StataWriter("./data_file.zip", data, compression=compression)
     >>> writer.write_file()
 
     Save a DataFrame with dates
     >>> from datetime import datetime
     >>> data = pd.DataFrame([[datetime(2000, 1, 1)]], columns=["date"])
-    >>> writer = StataWriter("./date_data_file.dta", data, {{"date": "tw"}})
+    >>> writer = StataWriter("./date_data_file.dta", data, {"date": "tw"})
     >>> writer.write_file()
     """