diff options
Diffstat (limited to 'lib/student_t_pdf.c')
| -rw-r--r-- | lib/student_t_pdf.c | 51 |
1 files changed, 51 insertions, 0 deletions
diff --git a/lib/student_t_pdf.c b/lib/student_t_pdf.c new file mode 100644 index 0000000..67c9f1d --- /dev/null +++ b/lib/student_t_pdf.c @@ -0,0 +1,51 @@ +// Student T Pdf +// +// student_t_pdf +// +// Student's t probability density +// +// +// +// Inputs: 1 +// Outputs: 1 +// Constants: 1 + + +#include <math.h> +#include "ts.h" + +typedef struct { + fp_t nu; +} ts_student_t_pdf_params_t; + +ts_parameter_t const ts_student_t_pdf_p = { .n_inputs = 1, .n_outputs = 1, .n_constants = 1, .params_size = sizeof(ts_student_t_pdf_params_t) }; + +uint_t ts_student_t_pdf_offset( ts_constant_t const *c ) +{ + ( void )c; + return ( 0 ); +} + +int ts_student_t_pdf( + 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_student_t_pdf_p ); + if ( !c ) return -1; + fp_t nu = ((ts_student_t_pdf_params_t *)c)->nu; + if ( nu <= 0 ) + { + for( uint_t i = 0; i < n; ++i ) y[0][i] = 0; + return -1; + } + fp_t coeff = tgamma( ( nu + 1.0 ) / 2.0 ) / ( sqrt( nu * PI ) * tgamma( nu / 2.0 ) ); + for( uint_t i = 0; i < n; ++i ) + { + fp_t xi = x[0][i]; + y[0][i] = coeff * pow( 1.0 + xi * xi / nu, -( nu + 1.0 ) / 2.0 ); + } + return 0; +} + |