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src
include
Rmath.h
1
/* -*- C -*-
2
* Mathlib : A C Library of Special Functions
3
* Copyright (C) 1998-2011 The R Core Team
4
* Copyright (C) 2004 The R Foundation
5
*
6
* This program is free software; you can redistribute it and/or modify
7
* it under the terms of the GNU Lesser General Public License as published by
8
* the Free Software Foundation; either version 2.1 of the License, or
9
* (at your option) any later version.
10
*
11
* This program is distributed in the hope that it will be useful,
12
* but WITHOUT ANY WARRANTY; without even the implied warranty of
13
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
14
* GNU Lesser General Public License for more details.
15
*
16
* You should have received a copy of the GNU Lesser General Public License
17
* along with this program; if not, a copy is available at
18
* http://www.r-project.org/Licenses/
19
*
20
21
* Rmath.h should contain ALL headers from R's C code in `src/nmath'
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------- such that ``the Math library'' can be used by simply
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24
``#include <Rmath.h> ''
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26
and nothing else.
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*/
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#ifndef RMATH_H
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#define RMATH_H
30
31
/* Note that on some systems we need to include math.h before the
32
defines below, to avoid redefining ftrunc */
33
#ifndef NO_C_HEADERS
34
# include <math.h>
35
#endif
36
37
/*-- Mathlib as part of R -- define this for standalone : */
38
/* #undef MATHLIB_STANDALONE */
39
40
#define R_VERSION_STRING "2.15.1"
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42
#ifndef HAVE_EXPM1
43
# define HAVE_EXPM1 1
44
#endif
45
46
#ifndef HAVE_HYPOT
47
# define HAVE_HYPOT 1
48
#endif
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50
#ifndef HAVE_LOG1P
51
# define HAVE_LOG1P 1
52
#endif
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54
#ifndef HAVE_WORKING_LOG1P
55
# define HAVE_WORKING_LOG1P 1
56
#endif
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58
#if defined(HAVE_LOG1P) && !defined(HAVE_WORKING_LOG1P)
59
/* remap to avoid problems with getting the right entry point */
60
double
Rlog1p(
double
);
61
#define log1p Rlog1p
62
#endif
63
64
65
/* Undo SGI Madness */
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67
#ifdef ftrunc
68
# undef ftrunc
69
#endif
70
#ifdef qexp
71
# undef qexp
72
#endif
73
#ifdef qgamma
74
# undef qgamma
75
#endif
76
77
78
/* ----- The following constants and entry points are part of the R API ---- */
79
80
/* 30 Decimal-place constants */
81
/* Computed with bc -l (scale=32; proper round) */
82
83
/* SVID & X/Open Constants */
84
/* Names from Solaris math.h */
85
86
#ifndef M_E
87
#define M_E 2.718281828459045235360287471353
/* e */
88
#endif
89
90
#ifndef M_LOG2E
91
#define M_LOG2E 1.442695040888963407359924681002
/* log2(e) */
92
#endif
93
94
#ifndef M_LOG10E
95
#define M_LOG10E 0.434294481903251827651128918917
/* log10(e) */
96
#endif
97
98
#ifndef M_LN2
99
#define M_LN2 0.693147180559945309417232121458
/* ln(2) */
100
#endif
101
102
#ifndef M_LN10
103
#define M_LN10 2.302585092994045684017991454684
/* ln(10) */
104
#endif
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106
#ifndef M_PI
107
#define M_PI 3.141592653589793238462643383280
/* pi */
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#endif
109
110
#ifndef M_2PI
111
#define M_2PI 6.283185307179586476925286766559
/* 2*pi */
112
#endif
113
114
#ifndef M_PI_2
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#define M_PI_2 1.570796326794896619231321691640
/* pi/2 */
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#endif
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118
#ifndef M_PI_4
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#define M_PI_4 0.785398163397448309615660845820
/* pi/4 */
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#endif
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122
#ifndef M_1_PI
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#define M_1_PI 0.318309886183790671537767526745
/* 1/pi */
124
#endif
125
126
#ifndef M_2_PI
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#define M_2_PI 0.636619772367581343075535053490
/* 2/pi */
128
#endif
129
130
#ifndef M_2_SQRTPI
131
#define M_2_SQRTPI 1.128379167095512573896158903122
/* 2/sqrt(pi) */
132
#endif
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134
#ifndef M_SQRT2
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#define M_SQRT2 1.414213562373095048801688724210
/* sqrt(2) */
136
#endif
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138
#ifndef M_SQRT1_2
139
#define M_SQRT1_2 0.707106781186547524400844362105
/* 1/sqrt(2) */
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#endif
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/* R-Specific Constants */
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#ifndef M_SQRT_3
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#define M_SQRT_3 1.732050807568877293527446341506
/* sqrt(3) */
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#endif
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148
#ifndef M_SQRT_32
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#define M_SQRT_32 5.656854249492380195206754896838
/* sqrt(32) */
150
#endif
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152
#ifndef M_LOG10_2
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#define M_LOG10_2 0.301029995663981195213738894724
/* log10(2) */
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#endif
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156
#ifndef M_SQRT_PI
157
#define M_SQRT_PI 1.772453850905516027298167483341
/* sqrt(pi) */
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#endif
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#ifndef M_1_SQRT_2PI
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#define M_1_SQRT_2PI 0.398942280401432677939946059934
/* 1/sqrt(2pi) */
162
#endif
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164
#ifndef M_SQRT_2dPI
165
#define M_SQRT_2dPI 0.797884560802865355879892119869
/* sqrt(2/pi) */
166
#endif
167
168
169
#ifndef M_LN_SQRT_PI
170
#define M_LN_SQRT_PI 0.572364942924700087071713675677
/* log(sqrt(pi))
171
== log(pi)/2 */
172
#endif
173
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#ifndef M_LN_SQRT_2PI
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#define M_LN_SQRT_2PI 0.918938533204672741780329736406
/* log(sqrt(2*pi))
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== log(2*pi)/2 */
177
#endif
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#ifndef M_LN_SQRT_PId2
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#define M_LN_SQRT_PId2 0.225791352644727432363097614947
/* log(sqrt(pi/2)) */
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#endif
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184
#ifdef MATHLIB_STANDALONE
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# ifndef R_EXT_BOOLEAN_H_
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/* "copy-paste" R_ext/Boolean.h if not already included: */
187
#define R_EXT_BOOLEAN_H_
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#undef FALSE
189
#undef TRUE
190
typedef
enum
{ FALSE = 0, TRUE } Rboolean;
191
# endif
192
#else
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# include <R_ext/Boolean.h>
194
#endif
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196
197
#ifndef MATHLIB_STANDALONE
198
#define bessel_i Rf_bessel_i
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#define bessel_j Rf_bessel_j
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#define bessel_k Rf_bessel_k
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#define bessel_y Rf_bessel_y
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#define bessel_i_ex Rf_bessel_i_ex
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#define bessel_j_ex Rf_bessel_j_ex
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#define bessel_k_ex Rf_bessel_k_ex
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#define bessel_y_ex Rf_bessel_y_ex
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#define beta Rf_beta
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#define choose Rf_choose
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#define dbeta Rf_dbeta
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#define dbinom Rf_dbinom
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#define dcauchy Rf_dcauchy
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#define dchisq Rf_dchisq
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#define dexp Rf_dexp
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#define df Rf_df
214
#define dgamma Rf_dgamma
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#define dgeom Rf_dgeom
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#define dhyper Rf_dhyper
217
#define digamma Rf_digamma
218
#define dlnorm Rf_dlnorm
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#define dlogis Rf_dlogis
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#define dnbeta Rf_dnbeta
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#define dnbinom Rf_dnbinom
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#define dnchisq Rf_dnchisq
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#define dnf Rf_dnf
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#define dnorm4 Rf_dnorm4
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#define dnt Rf_dnt
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#define dpois Rf_dpois
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#define dpsifn Rf_dpsifn
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#define dsignrank Rf_dsignrank
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#define dt Rf_dt
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#define dtukey Rf_dtukey
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#define dunif Rf_dunif
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#define dweibull Rf_dweibull
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#define dwilcox Rf_dwilcox
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#define fmax2 Rf_fmax2
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#define fmin2 Rf_fmin2
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#define fprec Rf_fprec
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#define fround Rf_fround
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#define ftrunc Rf_ftrunc
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#define fsign Rf_fsign
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#define gammafn Rf_gammafn
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#define imax2 Rf_imax2
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#define imin2 Rf_imin2
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#define lbeta Rf_lbeta
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#define lchoose Rf_lchoose
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#define lgammafn Rf_lgammafn
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#define lgammafn_sign Rf_lgammafn_sign
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#define lgamma1p Rf_lgamma1p
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#define log1pmx Rf_log1pmx
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#define logspace_add Rf_logspace_add
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#define logspace_sub Rf_logspace_sub
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#define pbeta Rf_pbeta
252
#define pbeta_raw Rf_pbeta_raw
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#define pbinom Rf_pbinom
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#define pcauchy Rf_pcauchy
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#define pchisq Rf_pchisq
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#define pentagamma Rf_pentagamma
257
#define pexp Rf_pexp
258
#define pf Rf_pf
259
#define pgamma Rf_pgamma
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#define pgeom Rf_pgeom
261
#define phyper Rf_phyper
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#define plnorm Rf_plnorm
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#define plogis Rf_plogis
264
#define pnbeta Rf_pnbeta
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#define pnbinom Rf_pnbinom
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#define pnchisq Rf_pnchisq
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#define pnf Rf_pnf
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#define pnorm5 Rf_pnorm5
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#define pnorm_both Rf_pnorm_both
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#define pnt Rf_pnt
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#define ppois Rf_ppois
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#define psignrank Rf_psignrank
273
#define psigamma Rf_psigamma
274
#define pt Rf_pt
275
#define ptukey Rf_ptukey
276
#define punif Rf_punif
277
#define pythag Rf_pythag
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#define pweibull Rf_pweibull
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#define pwilcox Rf_pwilcox
280
#define qbeta Rf_qbeta
281
#define qbinom Rf_qbinom
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#define qcauchy Rf_qcauchy
283
#define qchisq Rf_qchisq
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#define qchisq_appr Rf_qchisq_appr
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#define qexp Rf_qexp
286
#define qf Rf_qf
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#define qgamma Rf_qgamma
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#define qgeom Rf_qgeom
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#define qhyper Rf_qhyper
290
#define qlnorm Rf_qlnorm
291
#define qlogis Rf_qlogis
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#define qnbeta Rf_qnbeta
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#define qnbinom Rf_qnbinom
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#define qnchisq Rf_qnchisq
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#define qnf Rf_qnf
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#define qnorm5 Rf_qnorm5
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#define qnt Rf_qnt
298
#define qpois Rf_qpois
299
#define qsignrank Rf_qsignrank
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#define qt Rf_qt
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#define qtukey Rf_qtukey
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#define qunif Rf_qunif
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#define qweibull Rf_qweibull
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#define qwilcox Rf_qwilcox
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#define rbeta Rf_rbeta
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#define rbinom Rf_rbinom
307
#define rcauchy Rf_rcauchy
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#define rchisq Rf_rchisq
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#define rexp Rf_rexp
310
#define rf Rf_rf
311
#define rgamma Rf_rgamma
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#define rgeom Rf_rgeom
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#define rhyper Rf_rhyper
314
#define rlnorm Rf_rlnorm
315
#define rlogis Rf_rlogis
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#define rnbeta Rf_rnbeta
317
#define rnbinom Rf_rnbinom
318
#define rnchisq Rf_rnchisq
319
#define rnf Rf_rnf
320
#define rnorm Rf_rnorm
321
#define rnt Rf_rnt
322
#define rpois Rf_rpois
323
#define rsignrank Rf_rsignrank
324
#define rt Rf_rt
325
#define rtukey Rf_rtukey
326
#define runif Rf_runif
327
#define rweibull Rf_rweibull
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#define rwilcox Rf_rwilcox
329
#define sign Rf_sign
330
#define tetragamma Rf_tetragamma
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#define trigamma Rf_trigamma
332
#endif
333
334
#define rround fround
335
#define prec fprec
336
#undef trunc
337
#define trunc ftrunc
338
339
#ifdef __cplusplus
340
extern
"C"
{
341
#endif
342
/* R's versions with !R_FINITE checks */
343
344
double
R_pow(
double
x,
double
y);
345
double
R_pow_di(
double
,
int
);
346
347
/* Random Number Generators */
348
349
double
norm_rand(
void
);
350
double
unif_rand(
void
);
351
double
exp_rand(
void
);
352
#ifdef MATHLIB_STANDALONE
353
void
set_seed(
unsigned
int
,
unsigned
int
);
354
void
get_seed(
unsigned
int
*,
unsigned
int
*);
355
#endif
356
357
/* Normal Distribution */
358
359
#define pnorm pnorm5
360
#define qnorm qnorm5
361
#define dnorm dnorm4
362
363
double
dnorm(
double
,
double
,
double
,
int
);
364
double
pnorm(
double
,
double
,
double
,
int
,
int
);
365
double
qnorm(
double
,
double
,
double
,
int
,
int
);
366
double
rnorm(
double
,
double
);
367
void
pnorm_both(
double
,
double
*,
double
*,
int
,
int
);
/* both tails */
368
369
/* Uniform Distribution */
370
371
double
dunif(
double
,
double
,
double
,
int
);
372
double
punif(
double
,
double
,
double
,
int
,
int
);
373
double
qunif(
double
,
double
,
double
,
int
,
int
);
374
double
runif(
double
,
double
);
375
376
/* Gamma Distribution */
377
378
double
dgamma(
double
,
double
,
double
,
int
);
379
double
pgamma(
double
,
double
,
double
,
int
,
int
);
380
double
qgamma(
double
,
double
,
double
,
int
,
int
);
381
double
rgamma(
double
,
double
);
382
383
double
log1pmx(
double
);
384
double
log1pexp(
double
);
// <-- ../nmath/plogis.c
385
double
lgamma1p(
double
);
386
double
logspace_add(
double
,
double
);
387
double
logspace_sub(
double
,
double
);
388
389
/* Beta Distribution */
390
391
double
dbeta(
double
,
double
,
double
,
int
);
392
double
pbeta(
double
,
double
,
double
,
int
,
int
);
393
double
qbeta(
double
,
double
,
double
,
int
,
int
);
394
double
rbeta(
double
,
double
);
395
396
/* Lognormal Distribution */
397
398
double
dlnorm(
double
,
double
,
double
,
int
);
399
double
plnorm(
double
,
double
,
double
,
int
,
int
);
400
double
qlnorm(
double
,
double
,
double
,
int
,
int
);
401
double
rlnorm(
double
,
double
);
402
403
/* Chi-squared Distribution */
404
405
double
dchisq(
double
,
double
,
int
);
406
double
pchisq(
double
,
double
,
int
,
int
);
407
double
qchisq(
double
,
double
,
int
,
int
);
408
double
rchisq(
double
);
409
410
/* Non-central Chi-squared Distribution */
411
412
double
dnchisq(
double
,
double
,
double
,
int
);
413
double
pnchisq(
double
,
double
,
double
,
int
,
int
);
414
double
qnchisq(
double
,
double
,
double
,
int
,
int
);
415
double
rnchisq(
double
,
double
);
416
417
/* F Distibution */
418
419
double
df(
double
,
double
,
double
,
int
);
420
double
pf(
double
,
double
,
double
,
int
,
int
);
421
double
qf(
double
,
double
,
double
,
int
,
int
);
422
double
rf(
double
,
double
);
423
424
/* Student t Distibution */
425
426
double
dt(
double
,
double
,
int
);
427
double
pt(
double
,
double
,
int
,
int
);
428
double
qt(
double
,
double
,
int
,
int
);
429
double
rt(
double
);
430
431
/* Binomial Distribution */
432
433
double
dbinom(
double
,
double
,
double
,
int
);
434
double
pbinom(
double
,
double
,
double
,
int
,
int
);
435
double
qbinom(
double
,
double
,
double
,
int
,
int
);
436
double
rbinom(
double
,
double
);
437
438
/* Multnomial Distribution */
439
440
void
rmultinom(
int
,
double
*,
int
,
int
*);
441
442
/* Cauchy Distribution */
443
444
double
dcauchy(
double
,
double
,
double
,
int
);
445
double
pcauchy(
double
,
double
,
double
,
int
,
int
);
446
double
qcauchy(
double
,
double
,
double
,
int
,
int
);
447
double
rcauchy(
double
,
double
);
448
449
/* Exponential Distribution */
450
451
double
dexp(
double
,
double
,
int
);
452
double
pexp(
double
,
double
,
int
,
int
);
453
double
qexp(
double
,
double
,
int
,
int
);
454
double
rexp(
double
);
455
456
/* Geometric Distribution */
457
458
double
dgeom(
double
,
double
,
int
);
459
double
pgeom(
double
,
double
,
int
,
int
);
460
double
qgeom(
double
,
double
,
int
,
int
);
461
double
rgeom(
double
);
462
463
/* Hypergeometric Distibution */
464
465
double
dhyper(
double
,
double
,
double
,
double
,
int
);
466
double
phyper(
double
,
double
,
double
,
double
,
int
,
int
);
467
double
qhyper(
double
,
double
,
double
,
double
,
int
,
int
);
468
double
rhyper(
double
,
double
,
double
);
469
470
/* Negative Binomial Distribution */
471
472
double
dnbinom(
double
,
double
,
double
,
int
);
473
double
pnbinom(
double
,
double
,
double
,
int
,
int
);
474
double
qnbinom(
double
,
double
,
double
,
int
,
int
);
475
double
rnbinom(
double
,
double
);
476
477
double
dnbinom_mu(
double
,
double
,
double
,
int
);
478
double
pnbinom_mu(
double
,
double
,
double
,
int
,
int
);
479
double
qnbinom_mu(
double
,
double
,
double
,
int
,
int
);
480
double
rnbinom_mu(
double
,
double
);
481
482
/* Poisson Distribution */
483
484
double
dpois(
double
,
double
,
int
);
485
double
ppois(
double
,
double
,
int
,
int
);
486
double
qpois(
double
,
double
,
int
,
int
);
487
double
rpois(
double
);
488
489
/* Weibull Distribution */
490
491
double
dweibull(
double
,
double
,
double
,
int
);
492
double
pweibull(
double
,
double
,
double
,
int
,
int
);
493
double
qweibull(
double
,
double
,
double
,
int
,
int
);
494
double
rweibull(
double
,
double
);
495
496
/* Logistic Distribution */
497
498
double
dlogis(
double
,
double
,
double
,
int
);
499
double
plogis(
double
,
double
,
double
,
int
,
int
);
500
double
qlogis(
double
,
double
,
double
,
int
,
int
);
501
double
rlogis(
double
,
double
);
502
503
/* Non-central Beta Distribution */
504
505
double
dnbeta(
double
,
double
,
double
,
double
,
int
);
506
double
pnbeta(
double
,
double
,
double
,
double
,
int
,
int
);
507
double
qnbeta(
double
,
double
,
double
,
double
,
int
,
int
);
508
double
rnbeta(
double
,
double
,
double
);
509
510
/* Non-central F Distribution */
511
512
double
dnf(
double
,
double
,
double
,
double
,
int
);
513
double
pnf(
double
,
double
,
double
,
double
,
int
,
int
);
514
double
qnf(
double
,
double
,
double
,
double
,
int
,
int
);
515
516
/* Non-central Student t Distribution */
517
518
double
dnt(
double
,
double
,
double
,
int
);
519
double
pnt(
double
,
double
,
double
,
int
,
int
);
520
double
qnt(
double
,
double
,
double
,
int
,
int
);
521
522
/* Studentized Range Distribution */
523
524
double
ptukey(
double
,
double
,
double
,
double
,
int
,
int
);
525
double
qtukey(
double
,
double
,
double
,
double
,
int
,
int
);
526
527
/* Wilcoxon Rank Sum Distribution */
528
529
double
dwilcox(
double
,
double
,
double
,
int
);
530
double
pwilcox(
double
,
double
,
double
,
int
,
int
);
531
double
qwilcox(
double
,
double
,
double
,
int
,
int
);
532
double
rwilcox(
double
,
double
);
533
534
/* Wilcoxon Signed Rank Distribution */
535
536
double
dsignrank(
double
,
double
,
int
);
537
double
psignrank(
double
,
double
,
int
,
int
);
538
double
qsignrank(
double
,
double
,
int
,
int
);
539
double
rsignrank(
double
);
540
541
/* Gamma and Related Functions */
542
double
gammafn(
double
);
543
double
lgammafn(
double
);
544
double
lgammafn_sign(
double
,
int
*);
545
void
dpsifn(
double
,
int
,
int
,
int
,
double
*,
int
*,
int
*);
546
double
psigamma(
double
,
double
);
547
double
digamma(
double
);
548
double
trigamma(
double
);
549
double
tetragamma(
double
);
550
double
pentagamma(
double
);
551
552
double
beta(
double
,
double
);
553
double
lbeta(
double
,
double
);
554
555
double
choose(
double
,
double
);
556
double
lchoose(
double
,
double
);
557
558
/* Bessel Functions */
559
560
double
bessel_i(
double
,
double
,
double
);
561
double
bessel_j(
double
,
double
);
562
double
bessel_k(
double
,
double
,
double
);
563
double
bessel_y(
double
,
double
);
564
double
bessel_i_ex(
double
,
double
,
double
,
double
*);
565
double
bessel_j_ex(
double
,
double
,
double
*);
566
double
bessel_k_ex(
double
,
double
,
double
,
double
*);
567
double
bessel_y_ex(
double
,
double
,
double
*);
568
569
570
/* General Support Functions */
571
572
#ifndef HAVE_HYPOT
573
double
hypot(
double
,
double
);
574
#endif
575
double
pythag(
double
,
double
);
576
#ifndef HAVE_EXPM1
577
double
expm1(
double
);
/* = exp(x)-1 {care for small x} */
578
#endif
579
#ifndef HAVE_LOG1P
580
double
log1p(
double
);
/* = log(1+x) {care for small x} */
581
#endif
582
int
imax2(
int
,
int
);
583
int
imin2(
int
,
int
);
584
double
fmax2(
double
,
double
);
585
double
fmin2(
double
,
double
);
586
double
sign(
double
);
587
double
fprec(
double
,
double
);
588
double
fround(
double
,
double
);
589
double
fsign(
double
,
double
);
590
double
ftrunc(
double
);
591
592
double
log1pmx(
double
);
/* Accurate log(1+x) - x, {care for small x} */
593
double
lgamma1p(
double
);
/* accurate log(gamma(x+1)), small x (0 < x < 0.5) */
594
595
/* Compute the log of a sum or difference from logs of terms, i.e.,
596
*
597
* log (exp (logx) + exp (logy))
598
* or log (exp (logx) - exp (logy))
599
*
600
* without causing overflows or throwing away too much accuracy:
601
*/
602
double
logspace_add(
double
logx,
double
logy);
603
double
logspace_sub(
double
logx,
double
logy);
604
605
606
607
608
/* ----------------- Private part of the header file ------------------- */
609
610
/* old-R Compatibility */
611
612
#ifdef OLD_RMATH_COMPAT
613
# define snorm norm_rand
614
# define sunif unif_rand
615
# define sexp exp_rand
616
#endif
617
618
#if defined(MATHLIB_STANDALONE) && !defined(MATHLIB_PRIVATE_H)
619
/* second is defined by nmath.h */
620
621
/* If isnan is a macro, as C99 specifies, the C++
622
math header will undefine it. This happens on OS X */
623
# ifdef __cplusplus
624
int
R_isnancpp(
double
);
/* in mlutils.c */
625
# define ISNAN(x) R_isnancpp(x)
626
# else
627
# define ISNAN(x) (isnan(x)!=0)
628
# endif
629
630
# define R_FINITE(x) R_finite(x)
631
int
R_finite(
double
);
632
633
# ifdef WIN32
/* not Win32 as no config information */
634
# ifdef RMATH_DLL
635
# define R_EXTERN extern __declspec(dllimport)
636
# else
637
# define R_EXTERN extern
638
# endif
639
R_EXTERN
double
NA_REAL;
640
R_EXTERN
double
R_PosInf;
641
R_EXTERN
double
R_NegInf;
642
R_EXTERN
int
N01_kind;
643
# undef R_EXTERN
644
#else
645
extern
int
N01_kind;
646
# endif
647
648
#endif
/* MATHLIB_STANDALONE */
649
650
#ifdef __cplusplus
651
}
652
#endif
653
654
#endif
/* RMATH_H */
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