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info.h
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85 lines (71 loc) · 1.85 KB
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#ifndef GUARD_info_h
#define GUARD_info_h
//data
struct dinfo {
dinfo(size_t p_=0, size_t n_=0, double *x_=nullptr, double *y_=nullptr) { init(p_, n_, x_, y_); }
void init(size_t p_, size_t n_, double *x_, double *y_) {
p = p_; n = n_; x = x_; y = y_;
}
size_t p; //number of vars
size_t n; //number of observations
double *x; // jth var of ith obs is *(x + p*i+j)
double *y; // ith y is *(y+i) or y[i]
};
//prior and mcmc
struct pinfo {
pinfo(double pb_=0.5, double alpha_=0.95, double beta_=2.0, double tau_=1.0, double sigma_=1.0) {
init(pb_, alpha_, beta_, tau_, sigma_);
}
void init(double pb_, double alpha_, double beta_, double tau_, double sigma_) {
pb = pb_;
alpha = alpha_;
beta = beta_;
tau = tau_;
sigma = sigma_;
}
//mcmc info
double pb; //prob of birth
//prior info
double alpha;
double beta;
double tau;
//sigma
double sigma;
};
// run info
struct rinfo {
rinfo(size_t nd_=1000, double lambda_=1.0, size_t burn_=100, size_t m_=200, size_t nc_=100, int nu_=3, double kfac_=2.0, bool regression_=true) {
init(nd_, lambda_, burn_, m_, nc_, nu_, kfac_, regression_);
}
void init(size_t nd_, double lambda_, size_t burn_, size_t m_, size_t nc_, int nu_, double kfac_, bool regression_) {
nd = nd_;
lambda = lambda_;
burn = burn_;
m = m_;
nc = nc_;
nu = nu_;
kfac = kfac_;
regression = regression_;
}
size_t nd;
double lambda;
size_t burn;
size_t m;
size_t nc;
int nu;
double kfac;
bool regression;
};
//sufficient statistics for 1 node
struct sinfo {
sinfo(size_t n_=0, double sy_=0.0, double sy2_=0.0) { init(n_, sy_, sy2_); }
void init(size_t n_, double sy_, double sy2_) {
n = n_;
sy = sy_;
sy2 = sy2_;
}
size_t n;
double sy;
double sy2;
};
#endif