/* ndtri.c * * Inverse of Normal distribution function * * * * SYNOPSIS: * * double x, y, ndtri(); * * x = ndtri( y ); * * * * DESCRIPTION: * * Returns the argument, x, for which the area under the * Gaussian probability density function (integrated from * minus infinity to x) is equal to y. * * * For small arguments 0 < y < exp(-2), the program computes * z = sqrt( -2.0 * log(y) ); then the approximation is * x = z - log(z)/z - (1/z) P(1/z) / Q(1/z). * There are two rational functions P/Q, one for 0 < y < exp(-32) * and the other for y up to exp(-2). For larger arguments, * w = y - 0.5, and x/sqrt(2pi) = w + w**3 R(w**2)/S(w**2)). * * * ACCURACY: * * Relative error: * arithmetic domain # trials peak rms * DEC 0.125, 1 5500 9.5e-17 2.1e-17 * DEC 6e-39, 0.135 3500 5.7e-17 1.3e-17 * IEEE 0.125, 1 20000 7.2e-16 1.3e-16 * IEEE 3e-308, 0.135 50000 4.6e-16 9.8e-17 * * * ERROR MESSAGES: * * message condition value returned * ndtri domain x <= 0 -MAXNUM * ndtri domain x >= 1 MAXNUM * */ /* Cephes Math Library Release 2.8: June, 2000 Copyright 1984, 1987, 1989, 2000 by Stephen L. Moshier */ #include extern double MAXNUM; #ifdef UNK /* sqrt(2pi) */ static double s2pi = 2.50662827463100050242E0; #endif #ifdef DEC static unsigned short s2p[] = {0040440,0066230,0177661,0034055}; #define s2pi *(double *)s2p #endif #ifdef IBMPC static unsigned short s2p[] = {0x2706,0x1ff6,0x0d93,0x4004}; #define s2pi *(double *)s2p #endif #ifdef MIEEE static unsigned short s2p[] = { 0x4004,0x0d93,0x1ff6,0x2706 }; #define s2pi *(double *)s2p #endif /* approximation for 0 <= |y - 0.5| <= 3/8 */ #ifdef UNK static double P0[5] = { -5.99633501014107895267E1, 9.80010754185999661536E1, -5.66762857469070293439E1, 1.39312609387279679503E1, -1.23916583867381258016E0, }; static double Q0[8] = { /* 1.00000000000000000000E0,*/ 1.95448858338141759834E0, 4.67627912898881538453E0, 8.63602421390890590575E1, -2.25462687854119370527E2, 2.00260212380060660359E2, -8.20372256168333339912E1, 1.59056225126211695515E1, -1.18331621121330003142E0, }; #endif #ifdef DEC static unsigned short P0[20] = { 0141557,0155170,0071360,0120550, 0041704,0000214,0172417,0067307, 0141542,0132204,0040066,0156723, 0041136,0163161,0157276,0007747, 0140236,0116374,0073666,0051764, }; static unsigned short Q0[32] = { /*0040200,0000000,0000000,0000000,*/ 0040372,0026256,0110403,0123707, 0040625,0122024,0020277,0026661, 0041654,0134161,0124134,0007244, 0142141,0073162,0133021,0131371, 0042110,0041235,0043516,0057767, 0141644,0011417,0036155,0137305, 0041176,0076556,0004043,0125430, 0140227,0073347,0152776,0067251, }; #endif #ifdef IBMPC static unsigned short P0[20] = { 0x142d,0x0e5e,0xfb4f,0xc04d, 0xedd9,0x9ea1,0x8011,0x4058, 0xdbba,0x8806,0x5690,0xc04c, 0xc1fd,0x3bd7,0xdcce,0x402b, 0xca7e,0x8ef6,0xd39f,0xbff3, }; static unsigned short Q0[36] = { /*0x0000,0x0000,0x0000,0x3ff0,*/ 0x74f9,0xd220,0x4595,0x3fff, 0xe5b6,0x8417,0xb482,0x4012, 0x81d4,0x350b,0x970e,0x4055, 0x365f,0x56c2,0x2ece,0xc06c, 0xcbff,0xa8e9,0x0853,0x4069, 0xb7d9,0xe78d,0x8261,0xc054, 0x7563,0xc104,0xcfad,0x402f, 0xcdd5,0xfabf,0xeedc,0xbff2, }; #endif #ifdef MIEEE static unsigned short P0[20] = { 0xc04d,0xfb4f,0x0e5e,0x142d, 0x4058,0x8011,0x9ea1,0xedd9, 0xc04c,0x5690,0x8806,0xdbba, 0x402b,0xdcce,0x3bd7,0xc1fd, 0xbff3,0xd39f,0x8ef6,0xca7e, }; static unsigned short Q0[32] = { /*0x3ff0,0x0000,0x0000,0x0000,*/ 0x3fff,0x4595,0xd220,0x74f9, 0x4012,0xb482,0x8417,0xe5b6, 0x4055,0x970e,0x350b,0x81d4, 0xc06c,0x2ece,0x56c2,0x365f, 0x4069,0x0853,0xa8e9,0xcbff, 0xc054,0x8261,0xe78d,0xb7d9, 0x402f,0xcfad,0xc104,0x7563, 0xbff2,0xeedc,0xfabf,0xcdd5, }; #endif /* Approximation for interval z = sqrt(-2 log y ) between 2 and 8 * i.e., y between exp(-2) = .135 and exp(-32) = 1.27e-14. */ #ifdef UNK static double P1[9] = { 4.05544892305962419923E0, 3.15251094599893866154E1, 5.71628192246421288162E1, 4.40805073893200834700E1, 1.46849561928858024014E1, 2.18663306850790267539E0, -1.40256079171354495875E-1, -3.50424626827848203418E-2, -8.57456785154685413611E-4, }; static double Q1[8] = { /* 1.00000000000000000000E0,*/ 1.57799883256466749731E1, 4.53907635128879210584E1, 4.13172038254672030440E1, 1.50425385692907503408E1, 2.50464946208309415979E0, -1.42182922854787788574E-1, -3.80806407691578277194E-2, -9.33259480895457427372E-4, }; #endif #ifdef DEC static unsigned short P1[36] = { 0040601,0143074,0150744,0073326, 0041374,0031554,0113253,0146016, 0041544,0123272,0012463,0176771, 0041460,0051160,0103560,0156511, 0041152,0172624,0117772,0030755, 0040413,0170713,0151545,0176413, 0137417,0117512,0022154,0131671, 0137017,0104257,0071432,0007072, 0135540,0143363,0063137,0036166, }; static unsigned short Q1[32] = { /*0040200,0000000,0000000,0000000,*/ 0041174,0075325,0004736,0120326, 0041465,0110044,0047561,0045567, 0041445,0042321,0012142,0030340, 0041160,0127074,0166076,0141051, 0040440,0046055,0040745,0150400, 0137421,0114146,0067330,0010621, 0137033,0175162,0025555,0114351, 0135564,0122773,0145750,0030357, }; #endif #ifdef IBMPC static unsigned short P1[36] = { 0x8edb,0x9a3c,0x38c7,0x4010, 0x7982,0x92d5,0x866d,0x403f, 0x7fbf,0x42a6,0x94d7,0x404c, 0x1ba9,0x10ee,0x0a4e,0x4046, 0x463e,0x93ff,0x5eb2,0x402d, 0xbfa1,0x7a6c,0x7e39,0x4001, 0x9677,0x448d,0xf3e9,0xbfc1, 0x41c7,0xee63,0xf115,0xbfa1, 0xe78f,0x6ccb,0x18de,0xbf4c, }; static unsigned short Q1[32] = { /*0x0000,0x0000,0x0000,0x3ff0,*/ 0xd41b,0xa13b,0x8f5a,0x402f, 0x296f,0x89ee,0xb204,0x4046, 0x461c,0x228c,0xa89a,0x4044, 0xd845,0x9d87,0x15c7,0x402e, 0xba20,0xa83c,0x0985,0x4004, 0x0232,0xcddb,0x330c,0xbfc2, 0xb31d,0x456d,0x7f4e,0xbfa3, 0x061e,0x797d,0x94bf,0xbf4e, }; #endif #ifdef MIEEE static unsigned short P1[36] = { 0x4010,0x38c7,0x9a3c,0x8edb, 0x403f,0x866d,0x92d5,0x7982, 0x404c,0x94d7,0x42a6,0x7fbf, 0x4046,0x0a4e,0x10ee,0x1ba9, 0x402d,0x5eb2,0x93ff,0x463e, 0x4001,0x7e39,0x7a6c,0xbfa1, 0xbfc1,0xf3e9,0x448d,0x9677, 0xbfa1,0xf115,0xee63,0x41c7, 0xbf4c,0x18de,0x6ccb,0xe78f, }; static unsigned short Q1[32] = { /*0x3ff0,0x0000,0x0000,0x0000,*/ 0x402f,0x8f5a,0xa13b,0xd41b, 0x4046,0xb204,0x89ee,0x296f, 0x4044,0xa89a,0x228c,0x461c, 0x402e,0x15c7,0x9d87,0xd845, 0x4004,0x0985,0xa83c,0xba20, 0xbfc2,0x330c,0xcddb,0x0232, 0xbfa3,0x7f4e,0x456d,0xb31d, 0xbf4e,0x94bf,0x797d,0x061e, }; #endif /* Approximation for interval z = sqrt(-2 log y ) between 8 and 64 * i.e., y between exp(-32) = 1.27e-14 and exp(-2048) = 3.67e-890. */ #ifdef UNK static double P2[9] = { 3.23774891776946035970E0, 6.91522889068984211695E0, 3.93881025292474443415E0, 1.33303460815807542389E0, 2.01485389549179081538E-1, 1.23716634817820021358E-2, 3.01581553508235416007E-4, 2.65806974686737550832E-6, 6.23974539184983293730E-9, }; static double Q2[8] = { /* 1.00000000000000000000E0,*/ 6.02427039364742014255E0, 3.67983563856160859403E0, 1.37702099489081330271E0, 2.16236993594496635890E-1, 1.34204006088543189037E-2, 3.28014464682127739104E-4, 2.89247864745380683936E-6, 6.79019408009981274425E-9, }; #endif #ifdef DEC static unsigned short P2[36] = { 0040517,0033507,0036236,0125641, 0040735,0044616,0014473,0140133, 0040574,0012567,0114535,0102541, 0040252,0120340,0143474,0150135, 0037516,0051057,0115361,0031211, 0036512,0131204,0101511,0125144, 0035236,0016627,0043160,0140216, 0033462,0060512,0060141,0010641, 0031326,0062541,0101304,0077706, }; static unsigned short Q2[32] = { /*0040200,0000000,0000000,0000000,*/ 0040700,0143322,0132137,0040501, 0040553,0101155,0053221,0140257, 0040260,0041071,0052573,0010004, 0037535,0066472,0177261,0162330, 0036533,0160475,0066666,0036132, 0035253,0174533,0027771,0044027, 0033502,0016147,0117666,0063671, 0031351,0047455,0141663,0054751, }; #endif #ifdef IBMPC static unsigned short P2[36] = { 0xd574,0xe793,0xe6e8,0x4009, 0x780b,0xc327,0xa931,0x401b, 0xb0ac,0xf32b,0x82ae,0x400f, 0x9a0c,0x18e7,0x541c,0x3ff5, 0x2651,0xf35e,0xca45,0x3fc9, 0x354d,0x9069,0x5650,0x3f89, 0x1812,0xe8ce,0xc3b2,0x3f33, 0x2234,0x4c0c,0x4c29,0x3ec6, 0x8ff9,0x3058,0xccac,0x3e3a, }; static unsigned short Q2[32] = { /*0x0000,0x0000,0x0000,0x3ff0,*/ 0xe828,0x568b,0x18da,0x4018, 0x3816,0xaad2,0x704d,0x400d, 0x6200,0x2aaf,0x0847,0x3ff6, 0x3c9b,0x5fd6,0xada7,0x3fcb, 0xc78b,0xadb6,0x7c27,0x3f8b, 0x2903,0x65ff,0x7f2b,0x3f35, 0xccf7,0xf3f6,0x438c,0x3ec8, 0x6b3d,0xb876,0x29e5,0x3e3d, }; #endif #ifdef MIEEE static unsigned short P2[36] = { 0x4009,0xe6e8,0xe793,0xd574, 0x401b,0xa931,0xc327,0x780b, 0x400f,0x82ae,0xf32b,0xb0ac, 0x3ff5,0x541c,0x18e7,0x9a0c, 0x3fc9,0xca45,0xf35e,0x2651, 0x3f89,0x5650,0x9069,0x354d, 0x3f33,0xc3b2,0xe8ce,0x1812, 0x3ec6,0x4c29,0x4c0c,0x2234, 0x3e3a,0xccac,0x3058,0x8ff9, }; static unsigned short Q2[32] = { /*0x3ff0,0x0000,0x0000,0x0000,*/ 0x4018,0x18da,0x568b,0xe828, 0x400d,0x704d,0xaad2,0x3816, 0x3ff6,0x0847,0x2aaf,0x6200, 0x3fcb,0xada7,0x5fd6,0x3c9b, 0x3f8b,0x7c27,0xadb6,0xc78b, 0x3f35,0x7f2b,0x65ff,0x2903, 0x3ec8,0x438c,0xf3f6,0xccf7, 0x3e3d,0x29e5,0xb876,0x6b3d, }; #endif #ifdef ANSIPROT extern double polevl ( double, void *, int ); extern double p1evl ( double, void *, int ); extern double log ( double ); extern double sqrt ( double ); #else double polevl(), p1evl(), log(), sqrt(); #endif double ndtri(y0) double y0; { double x, y, z, y2, x0, x1; int code; if( y0 <= 0.0 ) { mtherr( "ndtri", DOMAIN ); return( -MAXNUM ); } if( y0 >= 1.0 ) { mtherr( "ndtri", DOMAIN ); return( MAXNUM ); } code = 1; y = y0; if( y > (1.0 - 0.13533528323661269189) ) /* 0.135... = exp(-2) */ { y = 1.0 - y; code = 0; } if( y > 0.13533528323661269189 ) { y = y - 0.5; y2 = y * y; x = y + y * (y2 * polevl( y2, P0, 4)/p1evl( y2, Q0, 8 )); x = x * s2pi; return(x); } x = sqrt( -2.0 * log(y) ); x0 = x - log(x)/x; z = 1.0/x; if( x < 8.0 ) /* y > exp(-32) = 1.2664165549e-14 */ x1 = z * polevl( z, P1, 8 )/p1evl( z, Q1, 8 ); else x1 = z * polevl( z, P2, 8 )/p1evl( z, Q2, 8 ); x = x0 - x1; if( code != 0 ) x = -x; return( x ); }