📄 incbil.c
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/* incbil() * * Inverse of imcomplete beta integral * * * * SYNOPSIS: * * long double a, b, x, y, incbil(); * * x = incbil( a, b, y ); * * * * DESCRIPTION: * * Given y, the function finds x such that * * incbet( a, b, x ) = y. * * the routine performs up to 10 Newton iterations to find the * root of incbet(a,b,x) - y = 0. * * * ACCURACY: * * Relative error: * x a,b * arithmetic domain domain # trials peak rms * IEEE 0,1 .5,10000 10000 1.1e-14 1.4e-16 *//*Cephes Math Library Release 2.3: March, 1995Copyright 1984, 1995 by Stephen L. Moshier*/#include <math.h>extern long double MACHEPL, MAXNUML, MAXLOGL, MINLOGL;#ifdef ANSIPROTextern long double incbetl ( long double, long double, long double );extern long double expl ( long double );extern long double fabsl ( long double );extern long double logl ( long double );extern long double sqrtl ( long double );extern long double lgaml ( long double );extern long double ndtril ( long double );#elselong double incbetl(), expl(), fabsl(), logl(), sqrtl(), lgaml();long double ndtril();#endiflong double incbil( aa, bb, yy0 )long double aa, bb, yy0;{long double a, b, y0, d, y, x, x0, x1, lgm, yp, di, dithresh, yl, yh, xt;int i, rflg, dir, nflg;if( yy0 <= 0.0L ) return(0.0L);if( yy0 >= 1.0L ) return(1.0L);x0 = 0.0L;yl = 0.0L;x1 = 1.0L;yh = 1.0L;if( aa <= 1.0L || bb <= 1.0L ) { dithresh = 1.0e-7L; rflg = 0; a = aa; b = bb; y0 = yy0; x = a/(a+b); y = incbetl( a, b, x ); nflg = 0; goto ihalve; }else { nflg = 0; dithresh = 1.0e-4L; }/* approximation to inverse function */yp = -ndtril( yy0 );if( yy0 > 0.5L ) { rflg = 1; a = bb; b = aa; y0 = 1.0L - yy0; yp = -yp; }else { rflg = 0; a = aa; b = bb; y0 = yy0; }lgm = (yp * yp - 3.0L)/6.0L;x = 2.0L/( 1.0L/(2.0L * a-1.0L) + 1.0L/(2.0L * b - 1.0L) );d = yp * sqrtl( x + lgm ) / x - ( 1.0L/(2.0L * b - 1.0L) - 1.0L/(2.0L * a - 1.0L) ) * (lgm + (5.0L/6.0L) - 2.0L/(3.0L * x));d = 2.0L * d;if( d < MINLOGL ) { x = 1.0L; goto under; }x = a/( a + b * expl(d) );y = incbetl( a, b, x );yp = (y - y0)/y0;if( fabsl(yp) < 0.2 ) goto newt;/* Resort to interval halving if not close enough. */ihalve:dir = 0;di = 0.5L;for( i=0; i<400; i++ ) { if( i != 0 ) { x = x0 + di * (x1 - x0); if( x == 1.0L ) x = 1.0L - MACHEPL; if( x == 0.0L ) { di = 0.5; x = x0 + di * (x1 - x0); if( x == 0.0 ) goto under; } y = incbetl( a, b, x ); yp = (x1 - x0)/(x1 + x0); if( fabsl(yp) < dithresh ) goto newt; yp = (y-y0)/y0; if( fabsl(yp) < dithresh ) goto newt; } if( y < y0 ) { x0 = x; yl = y; if( dir < 0 ) { dir = 0; di = 0.5L; } else if( dir > 3 ) di = 1.0L - (1.0L - di) * (1.0L - di); else if( dir > 1 ) di = 0.5L * di + 0.5L; else di = (y0 - y)/(yh - yl); dir += 1; if( x0 > 0.95L ) { if( rflg == 1 ) { rflg = 0; a = aa; b = bb; y0 = yy0; } else { rflg = 1; a = bb; b = aa; y0 = 1.0 - yy0; } x = 1.0L - x; y = incbetl( a, b, x ); x0 = 0.0; yl = 0.0; x1 = 1.0; yh = 1.0; goto ihalve; } } else { x1 = x; if( rflg == 1 && x1 < MACHEPL ) { x = 0.0L; goto done; } yh = y; if( dir > 0 ) { dir = 0; di = 0.5L; } else if( dir < -3 ) di = di * di; else if( dir < -1 ) di = 0.5L * di; else di = (y - y0)/(yh - yl); dir -= 1; } }mtherr( "incbil", PLOSS );if( x0 >= 1.0L ) { x = 1.0L - MACHEPL; goto done; }if( x <= 0.0L ) {under: mtherr( "incbil", UNDERFLOW ); x = 0.0L; goto done; }newt:if( nflg ) goto done;nflg = 1;lgm = lgaml(a+b) - lgaml(a) - lgaml(b);for( i=0; i<15; i++ ) { /* Compute the function at this point. */ if( i != 0 ) y = incbetl(a,b,x); if( y < yl ) { x = x0; y = yl; } else if( y > yh ) { x = x1; y = yh; } else if( y < y0 ) { x0 = x; yl = y; } else { x1 = x; yh = y; } if( x == 1.0L || x == 0.0L ) break; /* Compute the derivative of the function at this point. */ d = (a - 1.0L) * logl(x) + (b - 1.0L) * logl(1.0L - x) + lgm; if( d < MINLOGL ) goto done; if( d > MAXLOGL ) break; d = expl(d); /* Compute the step to the next approximation of x. */ d = (y - y0)/d; xt = x - d; if( xt <= x0 ) { y = (x - x0) / (x1 - x0); xt = x0 + 0.5L * y * (x - x0); if( xt <= 0.0L ) break; } if( xt >= x1 ) { y = (x1 - x) / (x1 - x0); xt = x1 - 0.5L * y * (x1 - x); if( xt >= 1.0L ) break; } x = xt; if( fabsl(d/x) < (128.0L * MACHEPL) ) goto done; }/* Did not converge. */dithresh = 256.0L * MACHEPL;goto ihalve;done:if( rflg ) { if( x <= MACHEPL ) x = 1.0L - MACHEPL; else x = 1.0L - x; }return( x );}
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