docstring changes

saqc/funcs/outliers.py

@@ -581,13 +581,13 @@ class OutliersMixin:
         **kwargs,
     ) -> "SaQC":
         """
-        Flag outiers using the modified Z-score outlier detection.
+        Flag outiers using the modified Z-score outlier detection method.
 
         See references [1] for more details on the algorithm.
 
         Note
         ----
-        Date needs to be sampled at a regular equidistant time grid.
+        Data needs to be sampled at a regular equidistant time grid.
 
         Parameters
         ----------
@@ -892,13 +892,13 @@ class OutliersMixin:
         window : {int, str}
             Size of the testing window.
             If an integer, the fixed number of observations used for each window.
-            I an offset string the time period of each window.
+            If an offset string the time period of each window.
 
         alpha : float, default 0.05
             Level of significance, the grubbs test is to be performed at. Must be between 0 and 1
 
         min_periods : int, default 8
-            Mminimum number of values needed in a ``window`` in order to perform the grubs test.
+            Minimum number of values needed in a ``window`` in order to perform the grubs test.
             Ignored if ``window`` is an integer.
 
         pedantic: boolean, default False