void confidence_factor(double p, double *v, uint_t nv , double *Cf){
for (uint_t ii=0; ii<nv; ii++){
Cf[ii]=confidence_factor(LOWER,p,v[ii]);
Cf[ii+nv]=confidence_factor(UPPER,p,v[ii]);
}
}
// computes the confidence factors
void confidence_factor(double p, double *wk, uint_t nwk, uint_t K, double *Cf){
double v; // approximate degrees of freedom
for (uint_t ii=0; ii<nwk; ii++){
v=degrees_of_freedom(ii,wk,nwk,K);
Cf[ii]=confidence_factor(LOWER,p,v);
Cf[ii+nwk]=confidence_factor(UPPER,p,v);
}
}
void confidence_interval( double p, double *S, uint_t N, double *wk, uint_t nwk, uint_t K, double *Sc){
uint_t pp_start=N-nwk; //temporarily stores quantile information in Sc (ensuring not to be overwritten)
double v; // approximate degrees of freedom
for (uint_t ii=0; ii<nwk; ii++){
v=degrees_of_freedom(ii,wk,nwk,K);
Sc[pp_start+ii]=confidence_factor(LOWER,p,v);
Sc[pp_start+N+ii]=confidence_factor(UPPER,p,v);
}
uint_t ipp; //used to calculate index of quantile
for (uint_t ii=0; ii<N; ii++){
ipp=ii%nwk;
Sc[ii] = Sc[ipp+pp_start]*S[ii]; //lower bound
Sc[ii+N] = Sc[ipp+pp_start+N]*S[ii]; //upper bound
}
}
double get_new_prediction(TruncatedSeq* seq) {
return MAX2(seq->davg() + sigma() * seq->dsd(),
seq->davg() * confidence_factor(seq->num()));
}
double mtcpsd<T>::conf_factor(uint_t ii, CONF_BOUND side, double p){
return confidence_factor(side,p,this->dof(ii));
}