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37 #ifndef GMX_LINEARALGEBRA_MATRIX_H
38 #define GMX_LINEARALGEBRA_MATRIX_H
47 double **alloc_matrix(int n
, int m
);
49 void free_matrix(double **a
);
51 void matrix_multiply(FILE *fp
, int n
, int m
, double **x
, double **y
, double **z
);
53 /* Return 0 if OK or row number where inversion failed otherwise. */
54 int matrix_invert(FILE *fp
, int n
, double **a
);
56 double multi_regression(FILE *fp
, int ny
, double *y
,
57 int nx
, double **xx
, double *a0
);
58 /* Perform a regression analysis to fit
59 * y' = a0[0] xx[0] + a0[1] xx[1] ... + a0[nx-1] xx[nx-1]
60 * with ny data points in each vector.
61 * The coefficients are returned in vector a0.
62 * The return value of the function is the chi2 value:
63 * sum_{j=0}^{ny-1} (y[j] - y'[j])^2
64 * If fp is not NULL debug information will be written to it.