From 6985d6a1a1c9d6e784a7c893ea1ba9a6aa9bdd74 Mon Sep 17 00:00:00 2001
From: Shantanu <12621235+hauntsaninja@users.noreply.github.com>
Date: Sat, 19 Feb 2022 20:53:05 -0800
Subject: [PATCH] statistics: update for py311 (#7320)

Co-authored-by: hauntsaninja <>
---
 stdlib/statistics.pyi | 14 +++++++++++++-
 1 file changed, 13 insertions(+), 1 deletion(-)

diff --git a/stdlib/statistics.pyi b/stdlib/statistics.pyi
index cdc6b6044..be80c311a 100644
--- a/stdlib/statistics.pyi
+++ b/stdlib/statistics.pyi
@@ -13,8 +13,13 @@ _HashableT = TypeVar("_HashableT", bound=Hashable)
 
 class StatisticsError(ValueError): ...
 
-if sys.version_info >= (3, 8):
+if sys.version_info >= (3, 11):
+    def fmean(data: Iterable[SupportsFloat], weights: Iterable[SupportsFloat] | None = ...) -> float: ...
+
+elif sys.version_info >= (3, 8):
     def fmean(data: Iterable[SupportsFloat]) -> float: ...
+
+if sys.version_info >= (3, 8):
     def geometric_mean(data: Iterable[SupportsFloat]) -> float: ...
 
 def mean(data: Iterable[_NumberT]) -> _NumberT: ...
@@ -86,4 +91,11 @@ if sys.version_info >= (3, 10):
     class LinearRegression(NamedTuple):
         slope: float
         intercept: float
+
+if sys.version_info >= (3, 11):
+    def linear_regression(
+        __regressor: Sequence[_Number], __dependent_variable: Sequence[_Number], *, proportional: bool = ...
+    ) -> LinearRegression: ...
+
+elif sys.version_info >= (3, 10):
     def linear_regression(__regressor: Sequence[_Number], __dependent_variable: Sequence[_Number]) -> LinearRegression: ...