/* localpcf.h Source template for versions of local pair correlation Requires variable: WEIGHTED Assumes point patterns are sorted in increasing order of x coordinate $Revision: 1.5 $ $Date: 2012/03/27 04:50:04 $ */ #ifdef WEIGHTED #define FNAME locWpcfx #else #define FNAME locpcfx #endif void FNAME(nn1, x1, y1, id1, nn2, x2, y2, id2, #ifdef WEIGHTED w2, #endif nnr, rmaxi, del, pcf) /* inputs */ int *nn1, *nn2, *nnr; double *x1, *y1, *x2, *y2; int *id1, *id2; double *rmaxi, *del; #ifdef WEIGHTED double *w2; #endif /* output */ double *pcf; /* matrix of column vectors of pcf's for each point of first pattern */ { int n1, n2, nr, i, j, k, jleft, kmin, kmax, id1i, maxchunk; double x1i, y1i, rmax, delta, xleft, dx, dy, dx2; double d2, d2max, dmax, d; double rstep, rvalue, frac, contrib, weight, coef; n1 = *nn1; n2 = *nn2; nr = *nnr; rmax = *rmaxi; delta = *del; dmax = rmax + delta; /* maximum relevant value of interpoint distance */ d2max = dmax * dmax; rstep = rmax/(nr-1); coef = 3.0 /(4.0 * delta); if(n1 == 0 || n2 == 0) return; jleft = 0; OUTERCHUNKLOOP(i, n1, maxchunk, 8196) { R_CheckUserInterrupt(); INNERCHUNKLOOP(i, n1, maxchunk, 8196) { x1i = x1[i]; y1i = y1[i]; id1i = id1[i]; /* adjust starting point */ xleft = x1i - dmax; while((x2[jleft] < xleft) && (jleft+1 < n2)) ++jleft; /* process from jleft until |dx| > dmax */ for(j=jleft; j < n2; j++) { dx = x2[j] - x1i; dx2 = dx * dx; if(dx2 > d2max) break; dy = y2[j] - y1i; d2 = dx2 + dy * dy; if(d2 <= d2max && id2[j] != id1i) { d = sqrt(d2); kmin = (int) floor((d-delta)/rstep); kmax = (int) ceil((d+delta)/rstep); if(kmin <= nr-1 && kmax >= 0) { /* nonempty intersection with range of r values */ /* compute intersection */ if(kmin < 0) kmin = 0; if(kmax >= nr) kmax = nr-1; /* */ weight = coef/d; #ifdef WEIGHTED weight = weight * w2[j]; #endif for(k = kmin; k <= kmax; k++) { rvalue = k * rstep; frac = (d - rvalue)/delta; /* Epanechnikov kernel with halfwidth delta */ contrib = (1 - frac * frac); if(contrib > 0) pcf[k + nr * i] += contrib * weight; } } } } } } } #undef FNAME