Mercurial > hg > sv-dependency-builds
comparison any/include/boost/math/distributions/uniform.hpp @ 160:cff480c41f97
Add some cross-platform Boost headers
author | Chris Cannam <cannam@all-day-breakfast.com> |
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date | Sat, 16 Feb 2019 16:31:25 +0000 |
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159:f4b37539fcc7 | 160:cff480c41f97 |
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1 // Copyright John Maddock 2006. | |
2 // Copyright Paul A. Bristow 2006. | |
3 // Use, modification and distribution are subject to the | |
4 // Boost Software License, Version 1.0. (See accompanying file | |
5 // LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt) | |
6 | |
7 // TODO deal with infinity as special better - or remove. | |
8 // | |
9 | |
10 #ifndef BOOST_STATS_UNIFORM_HPP | |
11 #define BOOST_STATS_UNIFORM_HPP | |
12 | |
13 // http://www.itl.nist.gov/div898/handbook/eda/section3/eda3668.htm | |
14 // http://mathworld.wolfram.com/UniformDistribution.html | |
15 // http://documents.wolfram.com/calculationcenter/v2/Functions/ListsMatrices/Statistics/UniformDistribution.html | |
16 // http://en.wikipedia.org/wiki/Uniform_distribution_%28continuous%29 | |
17 | |
18 #include <boost/math/distributions/fwd.hpp> | |
19 #include <boost/math/distributions/detail/common_error_handling.hpp> | |
20 #include <boost/math/distributions/complement.hpp> | |
21 | |
22 #include <utility> | |
23 | |
24 namespace boost{ namespace math | |
25 { | |
26 namespace detail | |
27 { | |
28 template <class RealType, class Policy> | |
29 inline bool check_uniform_lower( | |
30 const char* function, | |
31 RealType lower, | |
32 RealType* result, const Policy& pol) | |
33 { | |
34 if((boost::math::isfinite)(lower)) | |
35 { // any finite value is OK. | |
36 return true; | |
37 } | |
38 else | |
39 { // Not finite. | |
40 *result = policies::raise_domain_error<RealType>( | |
41 function, | |
42 "Lower parameter is %1%, but must be finite!", lower, pol); | |
43 return false; | |
44 } | |
45 } // bool check_uniform_lower( | |
46 | |
47 template <class RealType, class Policy> | |
48 inline bool check_uniform_upper( | |
49 const char* function, | |
50 RealType upper, | |
51 RealType* result, const Policy& pol) | |
52 { | |
53 if((boost::math::isfinite)(upper)) | |
54 { // Any finite value is OK. | |
55 return true; | |
56 } | |
57 else | |
58 { // Not finite. | |
59 *result = policies::raise_domain_error<RealType>( | |
60 function, | |
61 "Upper parameter is %1%, but must be finite!", upper, pol); | |
62 return false; | |
63 } | |
64 } // bool check_uniform_upper( | |
65 | |
66 template <class RealType, class Policy> | |
67 inline bool check_uniform_x( | |
68 const char* function, | |
69 RealType const& x, | |
70 RealType* result, const Policy& pol) | |
71 { | |
72 if((boost::math::isfinite)(x)) | |
73 { // Any finite value is OK | |
74 return true; | |
75 } | |
76 else | |
77 { // Not finite.. | |
78 *result = policies::raise_domain_error<RealType>( | |
79 function, | |
80 "x parameter is %1%, but must be finite!", x, pol); | |
81 return false; | |
82 } | |
83 } // bool check_uniform_x | |
84 | |
85 template <class RealType, class Policy> | |
86 inline bool check_uniform( | |
87 const char* function, | |
88 RealType lower, | |
89 RealType upper, | |
90 RealType* result, const Policy& pol) | |
91 { | |
92 if((check_uniform_lower(function, lower, result, pol) == false) | |
93 || (check_uniform_upper(function, upper, result, pol) == false)) | |
94 { | |
95 return false; | |
96 } | |
97 else if (lower >= upper) // If lower == upper then 1 / (upper-lower) = 1/0 = +infinity! | |
98 { // upper and lower have been checked before, so must be lower >= upper. | |
99 *result = policies::raise_domain_error<RealType>( | |
100 function, | |
101 "lower parameter is %1%, but must be less than upper!", lower, pol); | |
102 return false; | |
103 } | |
104 else | |
105 { // All OK, | |
106 return true; | |
107 } | |
108 } // bool check_uniform( | |
109 | |
110 } // namespace detail | |
111 | |
112 template <class RealType = double, class Policy = policies::policy<> > | |
113 class uniform_distribution | |
114 { | |
115 public: | |
116 typedef RealType value_type; | |
117 typedef Policy policy_type; | |
118 | |
119 uniform_distribution(RealType l_lower = 0, RealType l_upper = 1) // Constructor. | |
120 : m_lower(l_lower), m_upper(l_upper) // Default is standard uniform distribution. | |
121 { | |
122 RealType result; | |
123 detail::check_uniform("boost::math::uniform_distribution<%1%>::uniform_distribution", l_lower, l_upper, &result, Policy()); | |
124 } | |
125 // Accessor functions. | |
126 RealType lower()const | |
127 { | |
128 return m_lower; | |
129 } | |
130 | |
131 RealType upper()const | |
132 { | |
133 return m_upper; | |
134 } | |
135 private: | |
136 // Data members: | |
137 RealType m_lower; // distribution lower aka a. | |
138 RealType m_upper; // distribution upper aka b. | |
139 }; // class uniform_distribution | |
140 | |
141 typedef uniform_distribution<double> uniform; | |
142 | |
143 template <class RealType, class Policy> | |
144 inline const std::pair<RealType, RealType> range(const uniform_distribution<RealType, Policy>& /* dist */) | |
145 { // Range of permissible values for random variable x. | |
146 using boost::math::tools::max_value; | |
147 return std::pair<RealType, RealType>(-max_value<RealType>(), max_value<RealType>()); // - to + 'infinity'. | |
148 // Note RealType infinity is NOT permitted, only max_value. | |
149 } | |
150 | |
151 template <class RealType, class Policy> | |
152 inline const std::pair<RealType, RealType> support(const uniform_distribution<RealType, Policy>& dist) | |
153 { // Range of supported values for random variable x. | |
154 // This is range where cdf rises from 0 to 1, and outside it, the pdf is zero. | |
155 using boost::math::tools::max_value; | |
156 return std::pair<RealType, RealType>(dist.lower(), dist.upper()); | |
157 } | |
158 | |
159 template <class RealType, class Policy> | |
160 inline RealType pdf(const uniform_distribution<RealType, Policy>& dist, const RealType& x) | |
161 { | |
162 RealType lower = dist.lower(); | |
163 RealType upper = dist.upper(); | |
164 RealType result = 0; // of checks. | |
165 if(false == detail::check_uniform("boost::math::pdf(const uniform_distribution<%1%>&, %1%)", lower, upper, &result, Policy())) | |
166 { | |
167 return result; | |
168 } | |
169 if(false == detail::check_uniform_x("boost::math::pdf(const uniform_distribution<%1%>&, %1%)", x, &result, Policy())) | |
170 { | |
171 return result; | |
172 } | |
173 | |
174 if((x < lower) || (x > upper) ) | |
175 { | |
176 return 0; | |
177 } | |
178 else | |
179 { | |
180 return 1 / (upper - lower); | |
181 } | |
182 } // RealType pdf(const uniform_distribution<RealType, Policy>& dist, const RealType& x) | |
183 | |
184 template <class RealType, class Policy> | |
185 inline RealType cdf(const uniform_distribution<RealType, Policy>& dist, const RealType& x) | |
186 { | |
187 RealType lower = dist.lower(); | |
188 RealType upper = dist.upper(); | |
189 RealType result = 0; // of checks. | |
190 if(false == detail::check_uniform("boost::math::cdf(const uniform_distribution<%1%>&, %1%)",lower, upper, &result, Policy())) | |
191 { | |
192 return result; | |
193 } | |
194 if(false == detail::check_uniform_x("boost::math::cdf(const uniform_distribution<%1%>&, %1%)", x, &result, Policy())) | |
195 { | |
196 return result; | |
197 } | |
198 if (x < lower) | |
199 { | |
200 return 0; | |
201 } | |
202 if (x > upper) | |
203 { | |
204 return 1; | |
205 } | |
206 return (x - lower) / (upper - lower); // lower <= x <= upper | |
207 } // RealType cdf(const uniform_distribution<RealType, Policy>& dist, const RealType& x) | |
208 | |
209 template <class RealType, class Policy> | |
210 inline RealType quantile(const uniform_distribution<RealType, Policy>& dist, const RealType& p) | |
211 { | |
212 RealType lower = dist.lower(); | |
213 RealType upper = dist.upper(); | |
214 RealType result = 0; // of checks | |
215 if(false == detail::check_uniform("boost::math::quantile(const uniform_distribution<%1%>&, %1%)",lower, upper, &result, Policy())) | |
216 { | |
217 return result; | |
218 } | |
219 if(false == detail::check_probability("boost::math::quantile(const uniform_distribution<%1%>&, %1%)", p, &result, Policy())) | |
220 { | |
221 return result; | |
222 } | |
223 if(p == 0) | |
224 { | |
225 return lower; | |
226 } | |
227 if(p == 1) | |
228 { | |
229 return upper; | |
230 } | |
231 return p * (upper - lower) + lower; | |
232 } // RealType quantile(const uniform_distribution<RealType, Policy>& dist, const RealType& p) | |
233 | |
234 template <class RealType, class Policy> | |
235 inline RealType cdf(const complemented2_type<uniform_distribution<RealType, Policy>, RealType>& c) | |
236 { | |
237 RealType lower = c.dist.lower(); | |
238 RealType upper = c.dist.upper(); | |
239 RealType x = c.param; | |
240 RealType result = 0; // of checks. | |
241 if(false == detail::check_uniform("boost::math::cdf(const uniform_distribution<%1%>&, %1%)", lower, upper, &result, Policy())) | |
242 { | |
243 return result; | |
244 } | |
245 if(false == detail::check_uniform_x("boost::math::cdf(const uniform_distribution<%1%>&, %1%)", x, &result, Policy())) | |
246 { | |
247 return result; | |
248 } | |
249 if (x < lower) | |
250 { | |
251 return 1; | |
252 } | |
253 if (x > upper) | |
254 { | |
255 return 0; | |
256 } | |
257 return (upper - x) / (upper - lower); | |
258 } // RealType cdf(const complemented2_type<uniform_distribution<RealType, Policy>, RealType>& c) | |
259 | |
260 template <class RealType, class Policy> | |
261 inline RealType quantile(const complemented2_type<uniform_distribution<RealType, Policy>, RealType>& c) | |
262 { | |
263 RealType lower = c.dist.lower(); | |
264 RealType upper = c.dist.upper(); | |
265 RealType q = c.param; | |
266 RealType result = 0; // of checks. | |
267 if(false == detail::check_uniform("boost::math::quantile(const uniform_distribution<%1%>&, %1%)", lower, upper, &result, Policy())) | |
268 { | |
269 return result; | |
270 } | |
271 if(false == detail::check_probability("boost::math::quantile(const uniform_distribution<%1%>&, %1%)", q, &result, Policy())) | |
272 { | |
273 return result; | |
274 } | |
275 if(q == 0) | |
276 { | |
277 return upper; | |
278 } | |
279 if(q == 1) | |
280 { | |
281 return lower; | |
282 } | |
283 return -q * (upper - lower) + upper; | |
284 } // RealType quantile(const complemented2_type<uniform_distribution<RealType, Policy>, RealType>& c) | |
285 | |
286 template <class RealType, class Policy> | |
287 inline RealType mean(const uniform_distribution<RealType, Policy>& dist) | |
288 { | |
289 RealType lower = dist.lower(); | |
290 RealType upper = dist.upper(); | |
291 RealType result = 0; // of checks. | |
292 if(false == detail::check_uniform("boost::math::mean(const uniform_distribution<%1%>&)", lower, upper, &result, Policy())) | |
293 { | |
294 return result; | |
295 } | |
296 return (lower + upper ) / 2; | |
297 } // RealType mean(const uniform_distribution<RealType, Policy>& dist) | |
298 | |
299 template <class RealType, class Policy> | |
300 inline RealType variance(const uniform_distribution<RealType, Policy>& dist) | |
301 { | |
302 RealType lower = dist.lower(); | |
303 RealType upper = dist.upper(); | |
304 RealType result = 0; // of checks. | |
305 if(false == detail::check_uniform("boost::math::variance(const uniform_distribution<%1%>&)", lower, upper, &result, Policy())) | |
306 { | |
307 return result; | |
308 } | |
309 return (upper - lower) * ( upper - lower) / 12; | |
310 // for standard uniform = 0.833333333333333333333333333333333333333333; | |
311 } // RealType variance(const uniform_distribution<RealType, Policy>& dist) | |
312 | |
313 template <class RealType, class Policy> | |
314 inline RealType mode(const uniform_distribution<RealType, Policy>& dist) | |
315 { | |
316 RealType lower = dist.lower(); | |
317 RealType upper = dist.upper(); | |
318 RealType result = 0; // of checks. | |
319 if(false == detail::check_uniform("boost::math::mode(const uniform_distribution<%1%>&)", lower, upper, &result, Policy())) | |
320 { | |
321 return result; | |
322 } | |
323 result = lower; // Any value [lower, upper] but arbitrarily choose lower. | |
324 return result; | |
325 } | |
326 | |
327 template <class RealType, class Policy> | |
328 inline RealType median(const uniform_distribution<RealType, Policy>& dist) | |
329 { | |
330 RealType lower = dist.lower(); | |
331 RealType upper = dist.upper(); | |
332 RealType result = 0; // of checks. | |
333 if(false == detail::check_uniform("boost::math::median(const uniform_distribution<%1%>&)", lower, upper, &result, Policy())) | |
334 { | |
335 return result; | |
336 } | |
337 return (lower + upper) / 2; // | |
338 } | |
339 template <class RealType, class Policy> | |
340 inline RealType skewness(const uniform_distribution<RealType, Policy>& dist) | |
341 { | |
342 RealType lower = dist.lower(); | |
343 RealType upper = dist.upper(); | |
344 RealType result = 0; // of checks. | |
345 if(false == detail::check_uniform("boost::math::skewness(const uniform_distribution<%1%>&)",lower, upper, &result, Policy())) | |
346 { | |
347 return result; | |
348 } | |
349 return 0; | |
350 } // RealType skewness(const uniform_distribution<RealType, Policy>& dist) | |
351 | |
352 template <class RealType, class Policy> | |
353 inline RealType kurtosis_excess(const uniform_distribution<RealType, Policy>& dist) | |
354 { | |
355 RealType lower = dist.lower(); | |
356 RealType upper = dist.upper(); | |
357 RealType result = 0; // of checks. | |
358 if(false == detail::check_uniform("boost::math::kurtosis_execess(const uniform_distribution<%1%>&)", lower, upper, &result, Policy())) | |
359 { | |
360 return result; | |
361 } | |
362 return static_cast<RealType>(-6)/5; // -6/5 = -1.2; | |
363 } // RealType kurtosis_excess(const uniform_distribution<RealType, Policy>& dist) | |
364 | |
365 template <class RealType, class Policy> | |
366 inline RealType kurtosis(const uniform_distribution<RealType, Policy>& dist) | |
367 { | |
368 return kurtosis_excess(dist) + 3; | |
369 } | |
370 | |
371 } // namespace math | |
372 } // namespace boost | |
373 | |
374 // This include must be at the end, *after* the accessors | |
375 // for this distribution have been defined, in order to | |
376 // keep compilers that support two-phase lookup happy. | |
377 #include <boost/math/distributions/detail/derived_accessors.hpp> | |
378 | |
379 #endif // BOOST_STATS_UNIFORM_HPP | |
380 | |
381 | |
382 |