sciPy function stats.tmax () | python

NumPy | Python Methods and Functions

scipy.stats.tmax (array, lowerlimit = None, axis = 0, inclusive = True) calculates the truncated maximum of array elements and also ignores values outside the specified limits, along the specified axis.

Parameters:
array: Input array or object having the elements to calculate the trimmed maximum.
axis: Axis along which the statistics 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.
inclusive: Decide whether to include the values equal to lower or upper bound, or to exclude them while calculation.
Returns: Trimmed maximum of the array elements based on the set parameters.

Code # 1:

# Maximum clipped

from scipy import stats

   import   numpy as np 
   
  # array elements in the range from 0 to 19  
   x   =   [  1  ,   3  ,   27  ,   56  ,   2  ,   4  ,   13  ,   3  ,   6  ] 
   
   print   (  "Trimmed Maximum:"  , stats.tmax (x)) 
   
   
   print   ( " Trimmed Maximum by setting limit: " , 
     stats.tmax (x, (  5  )) )

Exit:

 Trimmed Maximum : 56 Trimmed Maximum by setting limit: 4

Code # 2: with multidimensional data

       # Cropped maximum  
   
   from   scipy   import   stats 
   import   numpy as np 
   
  # array elements ranging from 0 to 19  
   x   =   [[  1  ,   3  ,   27  ], 
    [  3  ,   4  ,   7  ], 
    [  7  ,   6  ,   3  ], 
     [  3  ,   6  ,   8  ]]   
  
   print   (  "Trimmed Maximum:"  , stats.tmax (x)) 
   
  # setting the axis  
   print   (  "Trimmed Maximum by setting axis:"  , 
     stats.tmax (x, axis   =   1  )) 
   
   print   ( " Trimmed Maximum by setting axis: " ,  
    stats.tmax (x, axis   =   0  )) 
   
  # installed setting limit  
   print   (  "Trimmed Maximum by setting limit: " , 
     stats.tmax (x, (  5  ), axis   =   1  )) 
    
  
   print   (  "Trimmed Maximum by setting limit:"  , 
     stats.tmax (x, (  5  ), axis   =   0  ))

Exit:

 Trimmed Maxi mum: [7 6 27] Trimmed Maximum by setting axis: [27 7 7 8] Trimmed Maximum by setting axis: [7 6 27] Trimmed Maximum by setting limit: [3 4 3 3] Trimmed Maximum by setting limit: [3 4 3]

sciPy function stats.tmax () | python

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