long double pdf::get_likelihood(long double theta) {
// returns the value of the likelihood function for a given theta
// assumes that a sample has already been generated
long double llh = 1.0;
for(int i=0; i<sample.size(); i++)
llh*=get_pdf(sample.at(i), theta);
return llh;
}
long double pdf::get_loglikelihood(long double theta) {
// returns the logarithm of the likelihood function
// assumes that a sample has already been generated
long double logllh = 0.0;
for(int i=0; i<sample.size(); i++) {
long double val = get_pdf(sample.at(i), theta);
logllh+=log(val);
}
return logllh;
}
model::model(double in_t0, double in_t1, double in_mmin,
double in_mmax, double in_cmfslope,
double in_gamma_min, double in_gamma_max,
double in_eta, double in_ageslope,
double in_start, double in_stop, double in_step,
double in_length, double in_fc){
f_c = in_fc;
length = in_length;
t0 = in_t0;
t1 = in_t1;
mmin = in_mmin;
mmax = in_mmax;
cmf_slope = in_cmfslope;
cmf_slope1 = cmf_slope + 1.;
eta = in_eta;
gamma_min = in_gamma_min;
gamma_max = in_gamma_max;
age_slope = in_ageslope;
start = in_start;
stop = in_stop;
step = in_step;
//make array of luminosity convertying to ln L
for(double v =log(pow(10,start)); v<log(pow(10,stop));v+=log(pow(10,step))){
x.push_back(v);
}
//cout<<x.size()<<endl;
//exit(1);
omega = (age_slope + 1.)/eta - cmf_slope1;
if (cmf_slope == -1){
mean_m=(pow(mmax,cmf_slope+2)-pow(mmin,cmf_slope+2))/(cmf_slope+2);
mean_m/=log(mmax/mmin);
} else if( cmf_slope == -2){
mean_m=log(mmax/mmin);
mean_m/=(pow(mmax,cmf_slope+1)-pow(mmin,cmf_slope+1))/(cmf_slope+1);
}else{
mean_m=(pow(mmax,cmf_slope+2)-pow(mmin,cmf_slope+2))/(cmf_slope+2);
mean_m/=(pow(mmax,cmf_slope+1)-pow(mmin,cmf_slope+1))/(cmf_slope+1);
}
//for(int i=0;i<(long)x.size();i++)cout<<x[i]<<endl;
get_cdf(); //CDF needs to be first to get normalization right
get_pdf();
/* sfr_grid.push_back(x);
sfr_grid.push_back(x);
sfr_grid.push_back(x);
sfr_grid.push_back(x);
cout<<x[0]<<"\t"<<x[1]<<endl;
cout<<sfr_grid[0][0]<<"\t"<<sfr_grid[0][1]<<endl;
cout<<sfr_grid[1][0]<<"\t"<<sfr_grid[1][1]<<endl;
cout<<sfr_grid[2][0]<<"\t"<<sfr_grid[2][1]<<endl;
cout<<sfr_grid[3][0]<<"\t"<<sfr_grid[3][1]<<endl;
exit(1);*/
}