sciPy function stats.tsem () | python

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Its formula: —

Parameters:
array: Input array or object having the elements to calculate the trimmed standard error of the mean .
axis: Axis along which the trimmed standard error of the mean is to be computed. By default axis = 0.
limits: Lower and upper bound of the array to consider, values ‚Äã‚Äãless than the lower limit or greater than the upper limit will be ignored. If limits is None [default], then all values ‚Äã‚Äãare used.

Returns: Trimmed standard error of the mean of array elements based on the set parameters.

Code # 1:

# Cropped standard error

from scipy import stats

import numpy as np


# array elements in the range from 0 to 19

x = np.arange ( 20 )

print ( "Trimmed Standard error:" , stats.tsem (x))

print ( "Trimmed Standard error by setting limit: " ,

stats. tsem (x, ( 2 , 10 )))

Output:

 Trimmed Standard error: 1.32287565553 Trimmed Standard error by setting limit: 0.912870929175 

Code # 2: with multidimensional data, the () axis works

# Cropped standard error

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 Standard error is with default axis = 0:" ,

stats.tsem (arr1, axis = 1 ))

Exit:

 Trimmed Standard error is with default axis = 0: 27.1476974115 

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We hope this article has helped you to resolve the problem. Apart from sciPy function stats.tsem () | python, check other array Python module-related topics.

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Olivia Galleotti

San Francisco | 2023-02-04

Simply put and clear. Thank you for sharing. sciPy function stats.tsem () | python and other issues with StackOverflow was always my weak point 😁. Will use it in my bachelor thesis

Olivia Porretti

Prague | 2023-02-04

Simply put and clear. Thank you for sharing. sciPy function stats.tsem () | python and other issues with io Python module was always my weak point 😁. I am just not quite sure it is the best method

Manuel Gonzalez

Rome | 2023-02-04

Maybe there are another answers? What sciPy function stats.tsem () | python exactly means?. Will get back tomorrow with feedback

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