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-rw-r--r--lib/chande_forecast_oscillator.c67
1 files changed, 67 insertions, 0 deletions
diff --git a/lib/chande_forecast_oscillator.c b/lib/chande_forecast_oscillator.c
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+++ b/lib/chande_forecast_oscillator.c
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+// Chande Forecast Oscillator
+//
+// chande_forecast_oscillator - CFO
+//
+// (Actual - Forecast) / Forecast * 100, using linear regression forecast
+//
+// Inputs: 1
+// Outputs: 1 (Oscillator %)
+// Constants: 1 (period)
+
+#include "ts.h"
+
+typedef struct {
+ uint_t k;
+} ts_chande_forecast_oscillator_params_t;
+
+ts_parameter_t const ts_chande_forecast_oscillator_p = { .n_inputs = 1, .n_outputs = 1, .n_constants = 1, .params_size = sizeof(ts_chande_forecast_oscillator_params_t) };
+
+uint_t ts_chande_forecast_oscillator_offset( ts_constant_t const *c )
+{
+ ( void )c;
+ return ( c ? ((ts_chande_forecast_oscillator_params_t *)c)->k - 1 : 0 );
+}
+
+int ts_chande_forecast_oscillator(
+ 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_chande_forecast_oscillator_p );
+ if ( !c ) return -1;
+ uint_t k = ((ts_chande_forecast_oscillator_params_t *)c)->k;
+ if (k == 0 || n < k) return -1;
+
+ for( uint_t i = k - 1; i < n; ++i )
+ {
+ fp_t sum_x = 0, sum_y = 0, sum_xy = 0, sum_x2 = 0;
+ for( uint_t j = 0; j < k; ++j )
+ {
+ fp_t xv = (fp_t)j;
+ fp_t yv = x[0][i - k + 1 + j];
+ sum_x += xv;
+ sum_y += yv;
+ sum_xy += xv * yv;
+ sum_x2 += xv * xv;
+ }
+ fp_t denom = (fp_t)k * sum_x2 - sum_x * sum_x;
+ fp_t forecast;
+ if( denom == 0 )
+ forecast = sum_y / (fp_t)k;
+ else
+ {
+ fp_t slope = ( (fp_t)k * sum_xy - sum_x * sum_y ) / denom;
+ fp_t intercept = ( sum_y - slope * sum_x ) / (fp_t)k;
+ forecast = intercept + slope * (fp_t)k;
+ }
+ if( forecast != 0 )
+ y[0][i] = ( x[0][i] - forecast ) / forecast * 100.0;
+ else
+ y[0][i] = 0;
+ }
+ return 0;
+}
+
+
+