3
* Inverse of Normal distribution function
9
* double x, y, ndtri();
17
* Returns the argument, x, for which the area under the
18
* Gaussian probability density function (integrated from
19
* minus infinity to x) is equal to y.
22
* For small arguments 0 < y < exp(-2), the program computes
23
* z = sqrt( -2.0 * log(y) ); then the approximation is
24
* x = z - log(z)/z - (1/z) P(1/z) / Q(1/z).
25
* There are two rational functions P/Q, one for 0 < y < exp(-32)
26
* and the other for y up to exp(-2). For larger arguments,
27
* w = y - 0.5, and x/sqrt(2pi) = w + w**3 R(w**2)/S(w**2)).
33
* arithmetic domain # trials peak rms
34
* DEC 0.125, 1 5500 9.5e-17 2.1e-17
35
* DEC 6e-39, 0.135 3500 5.7e-17 1.3e-17
36
* IEEE 0.125, 1 20000 7.2e-16 1.3e-16
37
* IEEE 3e-308, 0.135 50000 4.6e-16 9.8e-17
42
* message condition value returned
43
* ndtri domain x <= 0 -MAXNUM
44
* ndtri domain x >= 1 MAXNUM
50
Cephes Math Library Release 2.1: January, 1989
51
Copyright 1984, 1987, 1989 by Stephen L. Moshier
52
Direct inquiries to 30 Frost Street, Cambridge, MA 02140
60
static double s2pi = 2.50662827463100050242E0;
64
static unsigned short s2p[] = {0040440,0066230,0177661,0034055};
65
#define s2pi *(double *)s2p
69
static unsigned short s2p[] = {0x2706,0x1ff6,0x0d93,0x4004};
70
#define s2pi *(double *)s2p
74
static unsigned short s2p[] = {
75
0x4004,0x0d93,0x1ff6,0x2706
77
#define s2pi *(double *)s2p
80
/* approximation for 0 <= |y - 0.5| <= 3/8 */
82
static double P0[5] = {
83
-5.99633501014107895267E1,
84
9.80010754185999661536E1,
85
-5.66762857469070293439E1,
86
1.39312609387279679503E1,
87
-1.23916583867381258016E0,
89
static double Q0[8] = {
90
/* 1.00000000000000000000E0,*/
91
1.95448858338141759834E0,
92
4.67627912898881538453E0,
93
8.63602421390890590575E1,
94
-2.25462687854119370527E2,
95
2.00260212380060660359E2,
96
-8.20372256168333339912E1,
97
1.59056225126211695515E1,
98
-1.18331621121330003142E0,
102
static unsigned short P0[20] = {
103
0141557,0155170,0071360,0120550,
104
0041704,0000214,0172417,0067307,
105
0141542,0132204,0040066,0156723,
106
0041136,0163161,0157276,0007747,
107
0140236,0116374,0073666,0051764,
109
static unsigned short Q0[32] = {
110
/*0040200,0000000,0000000,0000000,*/
111
0040372,0026256,0110403,0123707,
112
0040625,0122024,0020277,0026661,
113
0041654,0134161,0124134,0007244,
114
0142141,0073162,0133021,0131371,
115
0042110,0041235,0043516,0057767,
116
0141644,0011417,0036155,0137305,
117
0041176,0076556,0004043,0125430,
118
0140227,0073347,0152776,0067251,
122
static unsigned short P0[20] = {
123
0x142d,0x0e5e,0xfb4f,0xc04d,
124
0xedd9,0x9ea1,0x8011,0x4058,
125
0xdbba,0x8806,0x5690,0xc04c,
126
0xc1fd,0x3bd7,0xdcce,0x402b,
127
0xca7e,0x8ef6,0xd39f,0xbff3,
129
static unsigned short Q0[36] = {
130
/*0x0000,0x0000,0x0000,0x3ff0,*/
131
0x74f9,0xd220,0x4595,0x3fff,
132
0xe5b6,0x8417,0xb482,0x4012,
133
0x81d4,0x350b,0x970e,0x4055,
134
0x365f,0x56c2,0x2ece,0xc06c,
135
0xcbff,0xa8e9,0x0853,0x4069,
136
0xb7d9,0xe78d,0x8261,0xc054,
137
0x7563,0xc104,0xcfad,0x402f,
138
0xcdd5,0xfabf,0xeedc,0xbff2,
142
static unsigned short P0[20] = {
143
0xc04d,0xfb4f,0x0e5e,0x142d,
144
0x4058,0x8011,0x9ea1,0xedd9,
145
0xc04c,0x5690,0x8806,0xdbba,
146
0x402b,0xdcce,0x3bd7,0xc1fd,
147
0xbff3,0xd39f,0x8ef6,0xca7e,
149
static unsigned short Q0[32] = {
150
/*0x3ff0,0x0000,0x0000,0x0000,*/
151
0x3fff,0x4595,0xd220,0x74f9,
152
0x4012,0xb482,0x8417,0xe5b6,
153
0x4055,0x970e,0x350b,0x81d4,
154
0xc06c,0x2ece,0x56c2,0x365f,
155
0x4069,0x0853,0xa8e9,0xcbff,
156
0xc054,0x8261,0xe78d,0xb7d9,
157
0x402f,0xcfad,0xc104,0x7563,
158
0xbff2,0xeedc,0xfabf,0xcdd5,
163
/* Approximation for interval z = sqrt(-2 log y ) between 2 and 8
164
* i.e., y between exp(-2) = .135 and exp(-32) = 1.27e-14.
167
static double P1[9] = {
168
4.05544892305962419923E0,
169
3.15251094599893866154E1,
170
5.71628192246421288162E1,
171
4.40805073893200834700E1,
172
1.46849561928858024014E1,
173
2.18663306850790267539E0,
174
-1.40256079171354495875E-1,
175
-3.50424626827848203418E-2,
176
-8.57456785154685413611E-4,
178
static double Q1[8] = {
179
/* 1.00000000000000000000E0,*/
180
1.57799883256466749731E1,
181
4.53907635128879210584E1,
182
4.13172038254672030440E1,
183
1.50425385692907503408E1,
184
2.50464946208309415979E0,
185
-1.42182922854787788574E-1,
186
-3.80806407691578277194E-2,
187
-9.33259480895457427372E-4,
191
static unsigned short P1[36] = {
192
0040601,0143074,0150744,0073326,
193
0041374,0031554,0113253,0146016,
194
0041544,0123272,0012463,0176771,
195
0041460,0051160,0103560,0156511,
196
0041152,0172624,0117772,0030755,
197
0040413,0170713,0151545,0176413,
198
0137417,0117512,0022154,0131671,
199
0137017,0104257,0071432,0007072,
200
0135540,0143363,0063137,0036166,
202
static unsigned short Q1[32] = {
203
/*0040200,0000000,0000000,0000000,*/
204
0041174,0075325,0004736,0120326,
205
0041465,0110044,0047561,0045567,
206
0041445,0042321,0012142,0030340,
207
0041160,0127074,0166076,0141051,
208
0040440,0046055,0040745,0150400,
209
0137421,0114146,0067330,0010621,
210
0137033,0175162,0025555,0114351,
211
0135564,0122773,0145750,0030357,
215
static unsigned short P1[36] = {
216
0x8edb,0x9a3c,0x38c7,0x4010,
217
0x7982,0x92d5,0x866d,0x403f,
218
0x7fbf,0x42a6,0x94d7,0x404c,
219
0x1ba9,0x10ee,0x0a4e,0x4046,
220
0x463e,0x93ff,0x5eb2,0x402d,
221
0xbfa1,0x7a6c,0x7e39,0x4001,
222
0x9677,0x448d,0xf3e9,0xbfc1,
223
0x41c7,0xee63,0xf115,0xbfa1,
224
0xe78f,0x6ccb,0x18de,0xbf4c,
226
static unsigned short Q1[32] = {
227
/*0x0000,0x0000,0x0000,0x3ff0,*/
228
0xd41b,0xa13b,0x8f5a,0x402f,
229
0x296f,0x89ee,0xb204,0x4046,
230
0x461c,0x228c,0xa89a,0x4044,
231
0xd845,0x9d87,0x15c7,0x402e,
232
0xba20,0xa83c,0x0985,0x4004,
233
0x0232,0xcddb,0x330c,0xbfc2,
234
0xb31d,0x456d,0x7f4e,0xbfa3,
235
0x061e,0x797d,0x94bf,0xbf4e,
239
static unsigned short P1[36] = {
240
0x4010,0x38c7,0x9a3c,0x8edb,
241
0x403f,0x866d,0x92d5,0x7982,
242
0x404c,0x94d7,0x42a6,0x7fbf,
243
0x4046,0x0a4e,0x10ee,0x1ba9,
244
0x402d,0x5eb2,0x93ff,0x463e,
245
0x4001,0x7e39,0x7a6c,0xbfa1,
246
0xbfc1,0xf3e9,0x448d,0x9677,
247
0xbfa1,0xf115,0xee63,0x41c7,
248
0xbf4c,0x18de,0x6ccb,0xe78f,
250
static unsigned short Q1[32] = {
251
/*0x3ff0,0x0000,0x0000,0x0000,*/
252
0x402f,0x8f5a,0xa13b,0xd41b,
253
0x4046,0xb204,0x89ee,0x296f,
254
0x4044,0xa89a,0x228c,0x461c,
255
0x402e,0x15c7,0x9d87,0xd845,
256
0x4004,0x0985,0xa83c,0xba20,
257
0xbfc2,0x330c,0xcddb,0x0232,
258
0xbfa3,0x7f4e,0x456d,0xb31d,
259
0xbf4e,0x94bf,0x797d,0x061e,
263
/* Approximation for interval z = sqrt(-2 log y ) between 8 and 64
264
* i.e., y between exp(-32) = 1.27e-14 and exp(-2048) = 3.67e-890.
268
static double P2[9] = {
269
3.23774891776946035970E0,
270
6.91522889068984211695E0,
271
3.93881025292474443415E0,
272
1.33303460815807542389E0,
273
2.01485389549179081538E-1,
274
1.23716634817820021358E-2,
275
3.01581553508235416007E-4,
276
2.65806974686737550832E-6,
277
6.23974539184983293730E-9,
279
static double Q2[8] = {
280
/* 1.00000000000000000000E0,*/
281
6.02427039364742014255E0,
282
3.67983563856160859403E0,
283
1.37702099489081330271E0,
284
2.16236993594496635890E-1,
285
1.34204006088543189037E-2,
286
3.28014464682127739104E-4,
287
2.89247864745380683936E-6,
288
6.79019408009981274425E-9,
292
static unsigned short P2[36] = {
293
0040517,0033507,0036236,0125641,
294
0040735,0044616,0014473,0140133,
295
0040574,0012567,0114535,0102541,
296
0040252,0120340,0143474,0150135,
297
0037516,0051057,0115361,0031211,
298
0036512,0131204,0101511,0125144,
299
0035236,0016627,0043160,0140216,
300
0033462,0060512,0060141,0010641,
301
0031326,0062541,0101304,0077706,
303
static unsigned short Q2[32] = {
304
/*0040200,0000000,0000000,0000000,*/
305
0040700,0143322,0132137,0040501,
306
0040553,0101155,0053221,0140257,
307
0040260,0041071,0052573,0010004,
308
0037535,0066472,0177261,0162330,
309
0036533,0160475,0066666,0036132,
310
0035253,0174533,0027771,0044027,
311
0033502,0016147,0117666,0063671,
312
0031351,0047455,0141663,0054751,
316
static unsigned short P2[36] = {
317
0xd574,0xe793,0xe6e8,0x4009,
318
0x780b,0xc327,0xa931,0x401b,
319
0xb0ac,0xf32b,0x82ae,0x400f,
320
0x9a0c,0x18e7,0x541c,0x3ff5,
321
0x2651,0xf35e,0xca45,0x3fc9,
322
0x354d,0x9069,0x5650,0x3f89,
323
0x1812,0xe8ce,0xc3b2,0x3f33,
324
0x2234,0x4c0c,0x4c29,0x3ec6,
325
0x8ff9,0x3058,0xccac,0x3e3a,
327
static unsigned short Q2[32] = {
328
/*0x0000,0x0000,0x0000,0x3ff0,*/
329
0xe828,0x568b,0x18da,0x4018,
330
0x3816,0xaad2,0x704d,0x400d,
331
0x6200,0x2aaf,0x0847,0x3ff6,
332
0x3c9b,0x5fd6,0xada7,0x3fcb,
333
0xc78b,0xadb6,0x7c27,0x3f8b,
334
0x2903,0x65ff,0x7f2b,0x3f35,
335
0xccf7,0xf3f6,0x438c,0x3ec8,
336
0x6b3d,0xb876,0x29e5,0x3e3d,
340
static unsigned short P2[36] = {
341
0x4009,0xe6e8,0xe793,0xd574,
342
0x401b,0xa931,0xc327,0x780b,
343
0x400f,0x82ae,0xf32b,0xb0ac,
344
0x3ff5,0x541c,0x18e7,0x9a0c,
345
0x3fc9,0xca45,0xf35e,0x2651,
346
0x3f89,0x5650,0x9069,0x354d,
347
0x3f33,0xc3b2,0xe8ce,0x1812,
348
0x3ec6,0x4c29,0x4c0c,0x2234,
349
0x3e3a,0xccac,0x3058,0x8ff9,
351
static unsigned short Q2[32] = {
352
/*0x3ff0,0x0000,0x0000,0x0000,*/
353
0x4018,0x18da,0x568b,0xe828,
354
0x400d,0x704d,0xaad2,0x3816,
355
0x3ff6,0x0847,0x2aaf,0x6200,
356
0x3fcb,0xada7,0x5fd6,0x3c9b,
357
0x3f8b,0x7c27,0xadb6,0xc78b,
358
0x3f35,0x7f2b,0x65ff,0x2903,
359
0x3ec8,0x438c,0xf3f6,0xccf7,
360
0x3e3d,0x29e5,0xb876,0x6b3d,
365
double polevl(), p1evl(), log(), sqrt();
371
double x, y, z, y2, x0, x1;
376
mtherr( "ndtri", DOMAIN );
381
mtherr( "ndtri", DOMAIN );
386
if( y > (1.0 - 0.13533528323661269189) ) /* 0.135... = exp(-2) */
392
if( y > 0.13533528323661269189 )
396
x = y + y * (y2 * polevl( y2, P0, 4)/p1evl( y2, Q0, 8 ));
401
x = sqrt( -2.0 * log(y) );
405
if( x < 8.0 ) /* y > exp(-32) = 1.2664165549e-14 */
406
x1 = z * polevl( z, P1, 8 )/p1evl( z, Q1, 8 );
408
x1 = z * polevl( z, P2, 8 )/p1evl( z, Q2, 8 );