This is the formula —
Parameters: array: Input array or object having the elements to calculate the trimmed mean . axis: Axis along which the trimmed mean is to be computed. By default axis = 0. limits: Lower and upper bound of the array to consider, values less than the lower limit or greater than the upper limit will be ignored. If limits is None [default], then all values are used.
Returns: Trimmed mean of the array elements based on the set parameters.
Code # 1:
# Truncated mean
from
scipy
import
stats
import
numpy as np
# array elements in the range from 0 to 19
x
=
np.arange (
20
)
print (
"Trimmed Mean:"
, stats.t mean (x))
print
(
"Trimmed Mean by setting limit:"
,
stats.t mean (x, (
2
,
10
)))
Exit:
Trimmed Mean: 9.5 Trimmed Mean by setting limit: 6.0 Code # 2: with multidimensional data, the () axis works
# Truncated mean
from
scipy
import
stats
import
numpy as np
arr1
=
[[
1
,
3
,
27
],
[
5
,
3
,
18
],
[
17
,
16
,
333
],
[
3
,
6
,
82
]]
# using axis = 0
print
(
"Trimmed Mean is with default axis = 0:"
,
stats.t mean (arr1, axis
=
1
))
Exit:
Trimmed Mean is with default axis = 0: 42.8333333333
Shop
Learn programming in R: courses
$FREE
Best Python online courses for 2022
$FREE
Best laptop for Fortnite
$399+
Best laptop for Excel
$
Best laptop for Solidworks
$399+
Best laptop for Roblox
$399+
Best computer for crypto mining
$499+
Best laptop for Sims 4
$
Latest questions
Python StackOverflow
Common xlabel/ylabel for matplotlib subplots
1947 answers
Python StackOverflow
Check if one list is a subset of another in Python
1173 answers
Python StackOverflow
How to specify multiple return types using type-hints
1002 answers
Python StackOverflow
Printing words vertically in Python
909 answers
Python StackOverflow
Python Extract words from a given string
798 answers
Python StackOverflow
Why do I get "Pickle - EOFError: Ran out of input" reading an empty file?
606 answers
Python StackOverflow
Python os.path.join () method
384 answers
Python StackOverflow
Flake8: Ignore specific warning for entire file
360 answers
Wiki
Python | How to copy data from one Excel sheet to another
Common xlabel/ylabel for matplotlib subplots
Check if one list is a subset of another in Python
How to specify multiple return types using type-hints
Printing words vertically in Python
Python Extract words from a given string
Cyclic redundancy check in Python
Finding mean, median, mode in Python without libraries
Python add suffix / add prefix to strings in a list
Why do I get "Pickle - EOFError: Ran out of input" reading an empty file?
Python - Move item to the end of the list
Python - Print list vertically