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:
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Exit:
Trimmed Maximum : 56 Trimmed Maximum by setting limit: 4
Code # 2: with multidimensional data
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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]