24 lines
1.5 KiB
Markdown
24 lines
1.5 KiB
Markdown
# Statistical methods
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Methods for computing descriptive statistics of matrices and vectors.
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| Function | Action |
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| --- | --- |
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| ArgMax | Return the index of the maximum value |
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| ArgMin | Return the index of the minimum value |
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| Max | Return the maximum value in a matrix/vector |
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| Min | Return the minimum value in a matrix/vector |
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| Ptp | Return the range of values of a matrix/vector or of the given matrix axis |
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| Sum | Return the sum of the matrix/vector elements which can also be performed for the given axis (axes) |
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| Prod | Return the product of the matrix/vector elements which can also be performed for the given axis |
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| CumSum | Return the cumulative sum of matrix/vector elements, including those along the given axis |
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| CumProd | Return the cumulative product of matrix/vector elements, including those along the given axis |
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| Percentile | Return the specified percentile of values of matrix/vector elements or elements along the specified axis |
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| Quantile | Return the specified quantile of values of matrix/vector elements or elements along the specified axis |
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| Median | Compute the median of the matrix/vector elements |
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| Mean | Compute the arithmetic mean of element values |
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| Average | Compute the weighted mean of matrix/vector values |
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| Std | Return the standard deviation of values of matrix/vector elements or of elements along the given axis |
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| Var | Compute the variance of values of matrix/vector elements |
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| LinearRegression | Calculate a vector/matrix with calculated linear regression values |
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