Definitions for functions that perform common statistical operations on Scythe Matrix objects. More...
#include "scythestat/matrix.h"#include "scythestat/algorithm.h"#include "scythestat/error.h"#include <numeric>#include <set>
Include dependency graph for stat.h:
This graph shows which files directly or indirectly include this file:
Go to the source code of this file.
Namespaces | |
| namespace | scythe |
The Scythe library namespace. | |
Defines | |
| #define | SCYTHE_STATMETH_COL(NAME) |
Functions | |
| template<typename T , matrix_order PO, matrix_style PS> | |
| T | scythe::sum (const Matrix< T, PO, PS > &A) |
| Calculate the sum of a Matrix. | |
| template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
| Matrix< T, RO, RS > | scythe::sumc (const Matrix< T, PO, PS > &A) |
| Calculate the sum of each column in a Matrix. | |
| template<typename T , matrix_order O, matrix_style S> | |
| Matrix< T, O, Concrete > | scythe::sumc (const Matrix< T, O, S > &A) |
| template<typename T , matrix_order PO, matrix_style PS> | |
| T | scythe::prod (const Matrix< T, PO, PS > &A) |
| Calculate the product of a Matrix. | |
| template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
| Matrix< T, RO, RS > | scythe::prodc (const Matrix< T, PO, PS > &A) |
| Calculate the product of each column of a Matrix. | |
| template<typename T , matrix_order O, matrix_style S> | |
| Matrix< T, O, Concrete > | scythe::prodc (const Matrix< T, O, S > &A) |
| template<typename T , matrix_order PO, matrix_style PS> | |
| T | scythe::mean (const Matrix< T, PO, PS > &A) |
| Calculate the mean of a Matrix. | |
| template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
| Matrix< T, RO, RS > | scythe::meanc (const Matrix< T, PO, PS > &A) |
| Calculate the mean of each column of a Matrix. | |
| template<typename T , matrix_order O, matrix_style S> | |
| Matrix< T, O, Concrete > | scythe::meanc (const Matrix< T, O, S > &A) |
| template<typename T , matrix_order PO, matrix_style PS> | |
| T | scythe::median (const Matrix< T, PO, PS > &A) |
| Calculate the median of a Matrix. | |
| template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
| Matrix< T, RO, RS > | scythe::medianc (const Matrix< T, PO, PS > &A) |
| Calculate the median of each column a Matrix. | |
| template<typename T , matrix_order O, matrix_style S> | |
| Matrix< T, O, Concrete > | scythe::medianc (const Matrix< T, O, S > &A) |
| template<typename T , matrix_order PO, matrix_style PS> | |
| T | scythe::mode (const Matrix< T, PO, PS > &A) |
| Calculate the mode of a Matrix. | |
| template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
| Matrix< T, RO, RS > | scythe::modec (const Matrix< T, PO, PS > &A) |
| Calculate the mode of the columns of a Matrix. | |
| template<typename T , matrix_order O, matrix_style S> | |
| Matrix< T, O, Concrete > | scythe::modec (const Matrix< T, O, S > &A) |
| template<typename T , matrix_order PO, matrix_style PS> | |
| T | scythe::var (const Matrix< T, PO, PS > &A) |
| Calculate the variance of a Matrix. | |
| template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
| Matrix< T, RO, RS > | scythe::varc (const Matrix< T, PO, PS > &A) |
| Calculate the variance of each column of a Matrix. | |
| template<typename T , matrix_order O, matrix_style S> | |
| Matrix< T, O, Concrete > | scythe::varc (const Matrix< T, O, S > &A) |
| template<typename T , matrix_order PO, matrix_style PS> | |
| T | scythe::var (const Matrix< T, PO, PS > &A, T mu) |
| Calculate the variance of a Matrix. | |
| template<typename T , matrix_order PO, matrix_style PS> | |
| T | scythe::sd (const Matrix< T, PO, PS > &A) |
| Calculate the standard deviation of a Matrix. | |
| template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
| Matrix< T, RO, RS > | scythe::sdc (const Matrix< T, PO, PS > &A) |
| Calculate the standard deviation of each column of a Matrix. | |
| template<typename T , matrix_order O, matrix_style S> | |
| Matrix< T, O, Concrete > | scythe::sdc (const Matrix< T, O, S > &A) |
| template<typename T , matrix_order PO, matrix_style PS> | |
| T | scythe::sd (const Matrix< T, PO, PS > &A, T mu) |
| Calculate the standard deviation of a Matrix. | |
| template<typename T , matrix_order PO, matrix_style PS> | |
| T | scythe::skew (const Matrix< T, PO, PS > &A) |
| Calculate the skew of a Matrix. | |
| template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
| Matrix< T, RO, RS > | scythe::skewc (const Matrix< T, PO, PS > &A) |
| Calculate the skew of each column of a Matrix. | |
| template<typename T , matrix_order O, matrix_style S> | |
| Matrix< T, O, Concrete > | scythe::skewc (const Matrix< T, O, S > &A) |
| template<typename T , matrix_order PO, matrix_style PS> | |
| T | scythe::kurtosis (const Matrix< T, PO, PS > &A) |
| Calculate the kurtosis of a Matrix. | |
| template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
| Matrix< T, RO, RS > | scythe::kurtosisc (const Matrix< T, PO, PS > &A) |
| Calculate the kurtosis of each column of a Matrix. | |
| template<typename T , matrix_order O, matrix_style S> | |
| Matrix< T, O, Concrete > | scythe::kurtosisc (const Matrix< T, O, S > &A) |
| template<typename T , matrix_order PO, matrix_style PS> | |
| T | scythe::max (const Matrix< T, PO, PS > &A) |
| Calculate the maximum element in a Matrix. | |
| template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
| Matrix< T, RO, RS > | scythe::maxc (const Matrix< T, PO, PS > &A) |
| Calculate the maximum of each column of a Matrix. | |
| template<typename T , matrix_order O, matrix_style S> | |
| Matrix< T, O, Concrete > | scythe::maxc (const Matrix< T, O, S > &A) |
| template<typename T , matrix_order PO, matrix_style PS> | |
| T | scythe::min (const Matrix< T, PO, PS > &A) |
| Calculate the maximum element in a Matrix. | |
| template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
| Matrix< T, RO, RS > | scythe::minc (const Matrix< T, PO, PS > &A) |
| Calculate the minimum of each column of a Matrix. | |
| template<typename T , matrix_order O, matrix_style S> | |
| Matrix< T, O, Concrete > | scythe::minc (const Matrix< T, O, S > &A) |
| template<typename T , matrix_order PO, matrix_style PS> | |
| unsigned int | scythe::maxind (const Matrix< T, PO, PS > &A) |
| Calculate the index of the maximum element in a Matrix. | |
| template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
| Matrix< T, RO, RS > | scythe::maxindc (const Matrix< T, PO, PS > &A) |
| Calculate the index of the maximum for each column of a Matrix. | |
| template<typename T , matrix_order O, matrix_style S> | |
| Matrix< T, O, Concrete > | scythe::maxindc (const Matrix< T, O, S > &A) |
| template<typename T , matrix_order PO, matrix_style PS> | |
| unsigned int | scythe::minind (const Matrix< T, PO, PS > &A) |
| Calculate the index of the minimum element in a Matrix. | |
| template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
| Matrix< T, RO, RS > | scythe::minindc (const Matrix< T, PO, PS > &A) |
| Calculate the index of the minimum for each column of a Matrix. | |
| template<typename T , matrix_order O, matrix_style S> | |
| Matrix< T, O, Concrete > | scythe::minindc (const Matrix< T, O, S > &A) |
Detailed Description
Definitions for functions that perform common statistical operations on Scythe Matrix objects.
- Note:
- As is the case throughout the library, we provide both general and default template definitions of the Matrix-returning functions in this file, explicitly providing documentation for only the general template versions.
