diff options
Diffstat (limited to 'lib/std_error.c')
| -rw-r--r-- | lib/std_error.c | 57 |
1 files changed, 57 insertions, 0 deletions
diff --git a/lib/std_error.c b/lib/std_error.c new file mode 100644 index 0000000..f55d34e --- /dev/null +++ b/lib/std_error.c @@ -0,0 +1,57 @@ +// Std Error +// +// std_error +// +// Standard Error +// +// +// +// Inputs: 1 +// Outputs: 1 +// Constants: 1 + + +#include <math.h> +#include "ts.h" + +typedef struct { + uint_t k; +} ts_std_error_params_t; + +ts_parameter_t const ts_std_error_p = { .n_inputs = 1, .n_outputs = 1, .n_constants = 1, .params_size = sizeof(ts_std_error_params_t) }; + +uint_t ts_std_error_offset( ts_constant_t const *c ) +{ + ( void )c; + return ( c ? ((ts_std_error_params_t *)c)->k > 0 ? ((ts_std_error_params_t *)c)->k - 1 : 0 : 0 ); +} + +int ts_std_error( + fp_t * const *y, uint_t y_n, + fp_t const * const *x, uint_t x_n, + uint_t n, ts_constant_t const *c +) +{ + TS_PROLOGUE( ts_std_error_p ); + if ( !c ) return -1; + uint_t k = ((ts_std_error_params_t *)c)->k; + if ( k == 0 ) return -1; + + for( uint_t i = k - 1; i < n; ++i ) + { + fp_t sum = 0; + for( uint_t j = 0; j < k; ++j ) + sum += x[0][i - k + 1 + j]; + + fp_t mean = sum / k; + + fp_t sum_sq = 0; + for( uint_t j = 0; j < k; ++j ) + sum_sq += _ts_square( x[0][i - k + 1 + j] ); + + fp_t variance = sum_sq / k - _ts_square( mean ); + y[0][i] = variance >= 0 ? sqrt( variance ) / sqrt( (fp_t)k ) : 0; + } + return 0; +} + |