| blob | 0db510a0a6a58dd90bb8ae9c593c1535e0707c60 |
1 use Test::More 'no_plan';
2 use Math::GSL;
3 use Math::GSL::CDF;
4 use Data::Dumper;
5 use strict;
6 use warnings;
9 {
10 my $gsl = Math::GSL->new;
11 my $results = {
12 'gsl_cdf_ugaussian_P(2.0)' => 0.977250,
13 'gsl_cdf_ugaussian_Q(2.0)' => 0.022750,
14 'gsl_cdf_ugaussian_Pinv(0.977250)' => 2.000000,
15 'gsl_cdf_ugaussian_Qinv(0.022750)' => 2.000000,
16 'gsl_cdf_ugaussian_P (0.0)' =>0.5,
17 'gsl_cdf_ugaussian_P (1e-32)' =>0.5,
18 'gsl_cdf_ugaussian_P (1e-16)' =>0.5000000000000000398942280401,
19 'gsl_cdf_ugaussian_P (1e-8)' =>0.5000000039894228040143267129,
20 'gsl_cdf_ugaussian_P (0.5)' =>0.6914624612740131036377046105,
21 'gsl_cdf_ugaussian_P (0.7)' =>0.7580363477769269852506495717,
22 'gsl_cdf_ugaussian_P (5.0)' =>0.9999997133484281208060883262,
23 'gsl_cdf_ugaussian_P (10.0)' =>0.9999999999999999999999923801,
24 'gsl_cdf_ugaussian_P (30.0)' =>1.000000000000000000000000000,
25 'gsl_cdf_ugaussian_P (40.0)' =>1.000000000000000000000000000,
26 'gsl_cdf_ugaussian_P (1e10)' =>1.000000000000000000000000000,
27 'gsl_cdf_ugaussian_P (-1e-32)' =>0.5,
28 'gsl_cdf_ugaussian_P (-1e-16)' =>0.4999999999999999601057719598,
29 'gsl_cdf_ugaussian_P (-1e-8)' =>0.4999999960105771959856732870,
30 'gsl_cdf_ugaussian_P (-0.5)' =>0.3085375387259868963622953894,
31 'gsl_cdf_ugaussian_P (-0.7)' =>0.2419636522230730147493504282,
32 'gsl_cdf_ugaussian_P (-5.0)' =>0.0000002866515718791939116737523329,
33 'gsl_cdf_ugaussian_P (-10.0)' =>7.619853024160526065973343257e-24,
34 'gsl_cdf_ugaussian_P (-30.0)' =>4.906713927148187059533809288e-198,
35 'gsl_cdf_ugaussian_P (-1e10)' =>0.0,
36 'gsl_cdf_ugaussian_Q (0.0)' =>0.5,
37 'gsl_cdf_ugaussian_Q (1e-32)' =>0.5,
38 'gsl_cdf_ugaussian_Q (1e-16)' =>0.4999999999999999601057719598,
39 'gsl_cdf_ugaussian_Q (1e-8)' =>0.4999999960105771959856732870,
40 'gsl_cdf_ugaussian_Q (0.5)' =>0.3085375387259868963622953894,
41 'gsl_cdf_ugaussian_Q (0.7)' =>0.2419636522230730147493504282,
42 'gsl_cdf_ugaussian_Q (5.0)' =>0.0000002866515718791939116737523329,
43 'gsl_cdf_ugaussian_Q (10.0)' =>7.619853024160526065973343257e-24,
44 'gsl_cdf_ugaussian_Q (30.0)' =>4.906713927148187059533809288e-198,
45 'gsl_cdf_ugaussian_Q (1e10)' =>0.0,
46 'gsl_cdf_ugaussian_Q (-1e-32)' =>0.5,
47 'gsl_cdf_ugaussian_Q (-1e-16)' =>0.5000000000000000398942280401,
48 'gsl_cdf_ugaussian_Q (-1e-8)' =>0.5000000039894228040143267129,
49 'gsl_cdf_ugaussian_Q (-0.5)' =>0.6914624612740131036377046105,
50 'gsl_cdf_ugaussian_Q (-0.7)' =>0.7580363477769269852506495717,
51 'gsl_cdf_ugaussian_Q (-5.0)' =>0.9999997133484281208060883262,
52 'gsl_cdf_ugaussian_Q (-10.0)' =>0.9999999999999999999999923801,
53 'gsl_cdf_ugaussian_Q (-30.0)' =>1.000000000000000000000000000,
54 'gsl_cdf_ugaussian_Q (-40.0)' =>1.000000000000000000000000000,
55 'gsl_cdf_ugaussian_Q (-1e10)' =>1.000000000000000000000000000,
56 #'gsl_cdf_ugaussian_Pinv (0.9999997133)' =>5.0,
57 'gsl_cdf_ugaussian_Pinv (0.9999683288)' =>4.0,
58 'gsl_cdf_ugaussian_Pinv (0.9986501020)' =>3.0,
59 'gsl_cdf_ugaussian_Pinv (0.977249868051821)' =>2.0,
60 'gsl_cdf_ugaussian_Pinv (0.841344746068543)' =>1.0,
61 'gsl_cdf_ugaussian_Pinv (0.691462461274013)' =>0.5,
62 'gsl_cdf_ugaussian_Pinv (0.655421741610324)' =>0.4,
63 'gsl_cdf_ugaussian_Pinv (0.617911422188953)' =>0.3,
64 'gsl_cdf_ugaussian_Pinv (0.579259709439103)' =>0.2,
65 'gsl_cdf_ugaussian_Pinv (0.539827837277029)' =>0.1,
66 'gsl_cdf_ugaussian_Pinv (0.5)' =>0.0,
67 'gsl_cdf_ugaussian_Pinv (4.60172162722971e-1)' =>-0.1,
68 'gsl_cdf_ugaussian_Pinv (4.20740290560897e-1)' =>-0.2,
69 'gsl_cdf_ugaussian_Pinv (3.82088577811047e-1)' =>-0.3,
70 'gsl_cdf_ugaussian_Pinv (3.44578258389676e-1)' =>-0.4,
71 'gsl_cdf_ugaussian_Pinv (3.08537538725987e-1)' =>-0.5,
72 'gsl_cdf_ugaussian_Pinv (1.58655253931457e-1)' =>-1.0,
73 'gsl_cdf_ugaussian_Pinv (2.2750131948179e-2)' =>-2.0,
74 'gsl_cdf_ugaussian_Pinv (1.349898e-3)' =>-3.0,
75 'gsl_cdf_ugaussian_Pinv (3.16712e-5)' =>-4.0,
76 'gsl_cdf_ugaussian_Pinv (2.86648e-7)' =>-5.0,
77 'gsl_cdf_ugaussian_Pinv (7.61985302416052e-24)' =>-10.0,
78 'gsl_cdf_ugaussian_Qinv (7.61985302416052e-24)' =>10.0,
79 'gsl_cdf_ugaussian_Qinv (2.86648e-7)' =>5.0,
80 'gsl_cdf_ugaussian_Qinv (3.16712e-5)' =>4.0,
81 'gsl_cdf_ugaussian_Qinv (1.349898e-3)' =>3.0,
82 'gsl_cdf_ugaussian_Qinv (2.2750131948179e-2)' =>2.0,
83 'gsl_cdf_ugaussian_Qinv (1.58655253931457e-1)' =>1.0,
84 'gsl_cdf_ugaussian_Qinv (3.08537538725987e-1)' =>0.5,
85 'gsl_cdf_ugaussian_Qinv (3.44578258389676e-1)' =>0.4,
86 'gsl_cdf_ugaussian_Qinv (3.82088577811047e-1)' =>0.3,
87 'gsl_cdf_ugaussian_Qinv (4.20740290560897e-1)' =>0.2,
88 'gsl_cdf_ugaussian_Qinv (4.60172162722971e-1)' =>0.1,
89 'gsl_cdf_ugaussian_Qinv (0.5)' =>0.0,
90 'gsl_cdf_ugaussian_Qinv (0.539827837277029)' =>-0.1,
91 'gsl_cdf_ugaussian_Qinv (0.579259709439103)' =>-0.2,
92 'gsl_cdf_ugaussian_Qinv (0.617911422188953)' =>-0.3,
93 'gsl_cdf_ugaussian_Qinv (0.655421741610324)' =>-0.4,
94 'gsl_cdf_ugaussian_Qinv (0.691462461274013)' =>-0.5,
95 'gsl_cdf_ugaussian_Qinv (0.841344746068543)' =>-1.0,
96 'gsl_cdf_ugaussian_Qinv (0.977249868051821)' =>-2.0,
97 'gsl_cdf_ugaussian_Qinv (0.9986501020)' =>-3.0,
98 'gsl_cdf_ugaussian_Qinv (0.9999683288)' =>-4.0,
99 #'gsl_cdf_ugaussian_Qinv (0.9999997133)' =>-5.0,
100 'gsl_cdf_exponential_P (0.1, 0.7)' =>1.33122100249818372e-1,
101 'gsl_cdf_exponential_P (1e-32, 0.7)' =>1.42857142857142857e-32,
102 'gsl_cdf_exponential_P (1000.0, 0.7)' =>1.0,
103 'gsl_cdf_exponential_Q (0.1, 0.7)' =>8.66877899750181628e-1,
104 'gsl_cdf_exponential_Q (1e-32, 0.7)' =>1.0,
105 'gsl_cdf_exponential_Q (1000.0, 0.7)' =>0.0,
106 'gsl_cdf_exponential_Pinv (0.13, 0.7)' =>9.74834471334553546e-2,
107 'gsl_cdf_exponential_Pinv (1.42e-32, 0.7)' =>9.94000000000000000e-33,
108 'gsl_cdf_exponential_Qinv (0.86, 0.7)' =>1.05576022814208545e-1,
109 'gsl_cdf_exponential_Qinv (0.99999, 0.7)' =>7.00003500023333508e-6,
110 'gsl_cdf_exppow_P (-1000.0, 0.7, 1.8)' =>0.0,
111 'gsl_cdf_exppow_P (-0.1, 0.7, 1.8)' =>0.4205349082867515493458053850,
112 'gsl_cdf_exppow_P (-1e-32, 0.7, 1.8)' =>0.4999999999999999999999999999,
113 'gsl_cdf_exppow_P (0.1, 0.7, 1.8)' =>0.5794650917132484506541946149,
114 'gsl_cdf_exppow_P (1e-32, 0.7, 1.8)' =>0.5,
115 'gsl_cdf_exppow_P (1000.0, 0.7, 1.8)' =>0.9999999999999999999999956212,
116 'gsl_cdf_exppow_Q (-1000.0, 0.7, 1.8)' =>0.9999999999999999999999956212,
117 'gsl_cdf_exppow_Q (-0.1, 0.7, 1.8)' =>0.5794650917132484506541946149,
118 'gsl_cdf_exppow_Q (-1e-32, 0.7, 1.8)' =>0.5,
119 'gsl_cdf_exppow_Q (0.1, 0.7, 1.8)' =>0.4205349082867515493458053850,
120 'gsl_cdf_exppow_Q (1e-32, 0.7, 1.8)' =>0.4999999999999999999999999999,
121 'gsl_cdf_exppow_Q (1000.0, 0.7, 1.8)' =>0.0,
122 'gsl_cdf_tdist_P (0.0, 1.0)' =>0.5,
123 'gsl_cdf_tdist_P (1e-100, 1.0)' =>0.5,
124 'gsl_cdf_tdist_P (0.001, 1.0)' =>5.00318309780080559e-1,
125 'gsl_cdf_tdist_P (0.01, 1.0)' =>5.03182992764908255e-1,
126 'gsl_cdf_tdist_P (0.1, 1.0)' =>5.31725517430553569e-1,
127 'gsl_cdf_tdist_P (0.325, 1.0)' =>6.00023120032852123e-1,
128 'gsl_cdf_tdist_P (1.0, 1.0)' =>0.75000000000000000e0,
129 'gsl_cdf_tdist_P (1.5, 1.0)' =>8.12832958189001183e-1,
130 'gsl_cdf_tdist_P (2.0, 1.0)' =>8.52416382349566726e-1,
131 'gsl_cdf_tdist_P (10.0, 1.0)' =>9.68274482569446430e-1,
132 'gsl_cdf_tdist_P (20.0, 1.0)' =>9.84097748743823625e-1,
133 'gsl_cdf_tdist_P (100.0, 1.0)' =>9.96817007235091745e-1,
134 'gsl_cdf_tdist_P (1000.0, 1.0)' =>9.99681690219919441e-1,
135 'gsl_cdf_tdist_P (10000.0, 1.0)' =>9.99968169011487724e-1,
136 'gsl_cdf_tdist_Q (0.0, 1.0)' =>0.5,
137 'gsl_cdf_tdist_Q (1e-100, 1.0)' =>0.5,
138 'gsl_cdf_tdist_Q (0.001, 1.0)' =>4.99681690219919441e-1,
139 'gsl_cdf_tdist_Q (0.01, 1.0)' =>4.96817007235091745e-1,
140 'gsl_cdf_tdist_Q (0.1, 1.0)' =>4.68274482569446430e-1,
141 'gsl_cdf_tdist_Q (0.325, 1.0)' =>3.99976879967147876e-1,
142 'gsl_cdf_tdist_Q (1.0, 1.0)' =>2.5e-1,
143 'gsl_cdf_tdist_Q (1.5, 1.0)' =>1.87167041810998816e-1,
144 'gsl_cdf_tdist_Q (2.0, 1.0)' =>1.47583617650433274e-1,
145 'gsl_cdf_tdist_Q (10.0, 1.0)' =>3.17255174305535695e-2,
146 'gsl_cdf_tdist_Q (20.0, 1.0)' =>1.59022512561763752e-2,
147 'gsl_cdf_tdist_Q (100.0, 1.0)' =>3.18299276490825515e-3,
148 'gsl_cdf_tdist_Q (1000.0, 1.0)' =>3.18309780080558939e-4,
149 'gsl_cdf_tdist_Q (10000.0, 1.0)' =>3.18309885122757724e-5,
150 'gsl_cdf_tdist_P (-1e-100, 1.0)' =>0.5,
151 'gsl_cdf_tdist_P (-0.001, 1.0)' =>4.99681690219919441e-1,
152 'gsl_cdf_tdist_P (-0.01, 1.0)' =>4.96817007235091744e-1,
153 'gsl_cdf_tdist_P (-0.1, 1.0)' =>4.68274482569446430e-1,
154 'gsl_cdf_tdist_P (-0.325, 1.0)' =>3.99976879967147876e-1,
155 'gsl_cdf_tdist_P (-1.0, 1.0)' =>0.25,
156 'gsl_cdf_tdist_P (-1.5, 1.0)' =>1.87167041810998816e-1,
157 'gsl_cdf_tdist_P (-2.0, 1.0)' =>1.47583617650433274e-1,
158 'gsl_cdf_tdist_P (-10.0, 1.0)' =>3.17255174305535695e-2,
159 'gsl_cdf_tdist_P (-20.0, 1.0)' =>1.59022512561763751e-2,
160 'gsl_cdf_tdist_P (-100.0, 1.0)' =>3.18299276490825514e-3,
161 'gsl_cdf_tdist_P (-1000.0, 1.0)' =>3.18309780080558938e-4,
162 'gsl_cdf_tdist_P (-10000.0, 1.0)' =>3.18309885122757724e-5,
163 'gsl_cdf_tdist_Q (-1e-100, 1.0)' =>0.5,
164 'gsl_cdf_tdist_Q (-0.001, 1.0)' =>5.00318309780080559e-1,
165 'gsl_cdf_tdist_Q (-0.01, 1.0)' =>5.03182992764908255e-1,
166 'gsl_cdf_tdist_Q (-0.1, 1.0)' =>5.31725517430553570e-1,
167 'gsl_cdf_tdist_Q (-0.325, 1.0)' =>6.00023120032852124e-1,
168 'gsl_cdf_tdist_Q (-1.0, 1.0)' =>7.5e-1,
169 'gsl_cdf_tdist_Q (-1.5, 1.0)' =>8.12832958189001184e-1,
170 'gsl_cdf_tdist_Q (-2.0, 1.0)' =>8.52416382349566726e-1,
171 'gsl_cdf_tdist_Q (-10.0, 1.0)' =>9.68274482569446430e-1,
172 'gsl_cdf_tdist_Q (-20.0, 1.0)' =>9.84097748743823625e-1,
173 'gsl_cdf_tdist_Q (-100.0, 1.0)' =>9.96817007235091745e-1,
174 'gsl_cdf_tdist_Q (-1000.0, 1.0)' =>9.99681690219919441e-1,
175 'gsl_cdf_tdist_Q (-10000.0, 1.0)' =>9.99968169011487724e-1,
176 'gsl_cdf_tdist_P (0.0, 2.0)' =>5.00000000000000000e-01,
177 'gsl_cdf_tdist_P (1e-100, 2.0)' =>5.00000000000000000e-01,
178 'gsl_cdf_tdist_P (0.001, 2.0)' =>5.00353553302204959e-01,
179 'gsl_cdf_tdist_P (0.01, 2.0)' =>5.03535445520899514e-01,
180 'gsl_cdf_tdist_P (0.1, 2.0)' =>5.35267280792929913e-01,
181 'gsl_cdf_tdist_P (0.325, 2.0)' =>6.11985772746873767e-01,
182 'gsl_cdf_tdist_P (1.0, 2.0)' =>7.88675134594812882e-01,
183 'gsl_cdf_tdist_P (1.5, 2.0)' =>8.63803437554499460e-01,
184 'gsl_cdf_tdist_P (2.0, 2.0)' =>9.08248290463863016e-01,
185 'gsl_cdf_tdist_P (10.0, 2.0)' =>9.95073771488337154e-01,
186 'gsl_cdf_tdist_P (20.0, 2.0)' =>9.98754668053816452e-01,
187 'gsl_cdf_tdist_P (100.0, 2.0)' =>9.99950007498750219e-01,
188 'gsl_cdf_tdist_P (1000.0, 2.0)' =>9.99999500000749945e-01,
189 'gsl_cdf_tdist_P (10000.0, 2.0)' =>9.999999950000000739e-01,
190 'gsl_cdf_tdist_Q (0.0, 2.0)' =>5.00000000000000000e-01,
191 'gsl_cdf_tdist_Q (1e-100, 2.0)' =>5.00000000000000000e-01,
192 'gsl_cdf_tdist_Q (0.001, 2.0)' =>4.99646446697795041e-1,
193 'gsl_cdf_tdist_Q (0.01, 2.0)' =>4.96464554479100486e-1,
194 'gsl_cdf_tdist_Q (0.1, 2.0)' =>4.64732719207070087e-1,
195 'gsl_cdf_tdist_Q (0.325, 2.0)' =>3.88014227253126233e-1,
196 'gsl_cdf_tdist_Q (1.0, 2.0)' =>2.11324865405187118e-1,
197 'gsl_cdf_tdist_Q (1.5, 2.0)' =>1.36196562445500540e-1,
198 'gsl_cdf_tdist_Q (2.0, 2.0)' =>9.17517095361369836e-2,
199 'gsl_cdf_tdist_Q (10.0, 2.0)' =>4.92622851166284542e-3,
200 'gsl_cdf_tdist_Q (20.0, 2.0)' =>1.24533194618354849e-3,
201 'gsl_cdf_tdist_Q (100.0, 2.0)' =>4.99925012497812894e-5,
202 'gsl_cdf_tdist_Q (1000.0, 2.0)' =>4.99999250001249998e-7,
203 'gsl_cdf_tdist_Q (10000.0, 2.0)' =>4.99999992500000125e-9,
204 'gsl_cdf_tdist_P (-1e-100, 2.0)' =>5.00000000000000000e-01,
205 'gsl_cdf_tdist_P (-0.001, 2.0)' =>4.99646446697795041e-01,
206 'gsl_cdf_tdist_P (-0.01, 2.0)' =>4.96464554479100486e-01,
207 'gsl_cdf_tdist_P (-0.1, 2.0)' =>4.64732719207070087e-01,
208 'gsl_cdf_tdist_P (-0.325, 2.0)' =>3.88014227253126233e-01,
209 'gsl_cdf_tdist_P (-1.0, 2.0)' =>2.11324865405187118e-01,
210 'gsl_cdf_tdist_P (-1.5, 2.0)' =>1.36196562445500540e-01,
211 'gsl_cdf_tdist_P (-2.0, 2.0)' =>9.17517095361369836e-02,
212 'gsl_cdf_tdist_P (-10.0, 2.0)' =>4.92622851166284542e-03,
213 'gsl_cdf_tdist_P (-20.0, 2.0)' =>1.24533194618354849e-03,
214 'gsl_cdf_tdist_P (-100.0, 2.0)' =>4.99925012497812894e-05,
215 'gsl_cdf_tdist_P (-1000.0, 2.0)' =>4.99999250001249998e-07,
216 'gsl_cdf_tdist_P (-10000.0, 2.0)' =>4.99999992500000125e-09,
217 'gsl_cdf_tdist_Q (-1e-100, 2.0)' =>5.00000000000000000e-01,
218 'gsl_cdf_tdist_Q (-0.001, 2.0)' =>5.00353553302204959e-1,
219 'gsl_cdf_tdist_Q (-0.01, 2.0)' =>5.03535445520899514e-1,
220 'gsl_cdf_tdist_Q (-0.1, 2.0)' =>5.35267280792929913e-1,
221 'gsl_cdf_tdist_Q (-0.325, 2.0)' =>6.11985772746873767e-1,
222 'gsl_cdf_tdist_Q (-1.0, 2.0)' =>7.88675134594812882e-1,
223 'gsl_cdf_tdist_Q (-1.5, 2.0)' =>8.63803437554499460e-1,
224 'gsl_cdf_tdist_Q (-2.0, 2.0)' =>9.08248290463863016e-1,
225 'gsl_cdf_tdist_Q (-10.0, 2.0)' =>9.95073771488337155e-1,
226 'gsl_cdf_tdist_Q (-20.0, 2.0)' =>9.98754668053816452e-1,
227 'gsl_cdf_tdist_Q (-100.0, 2.0)' =>9.99950007498750219e-1,
228 'gsl_cdf_tdist_Q (-1000.0, 2.0)' =>9.99999500000749999e-1,
229 'gsl_cdf_tdist_Q (-10000.0, 2.0)' =>9.99999995000000075e-1,
230 'gsl_cdf_tdist_P (0.0, 300.0)' =>5.00000000000000000e-01,
231 'gsl_cdf_tdist_P (1e-100, 300.0)' =>5.00000000000000000e-01,
232 'gsl_cdf_tdist_P (0.001, 300.0)' =>5.00398609900942949e-01,
233 'gsl_cdf_tdist_P (0.01, 300.0)' =>5.03986033020559088e-01,
234 'gsl_cdf_tdist_P (0.1, 300.0)' =>5.39794441177768194e-01,
235 'gsl_cdf_tdist_P (0.325, 300.0)' =>6.27296201542523812e-01,
236 'gsl_cdf_tdist_P (1.0, 300.0)' =>8.40941797784686861e-01,
237 'gsl_cdf_tdist_P (1.5, 300.0)' =>9.32666983425369137e-01,
238 'gsl_cdf_tdist_P (2.0, 300.0)' =>9.76799239508425455e-01,
239 'gsl_cdf_tdist_P (10.0, 300.0)' =>1.00000000000000000e+00,
240 'gsl_cdf_tdist_P (20.0, 300.0)' =>1.00000000000000000e+00,
241 'gsl_cdf_tdist_P (100.0, 300.0)' =>1.00000000000000000e+00,
242 'gsl_cdf_tdist_P (1000.0, 300.0)' =>1.00000000000000000e+00,
243 'gsl_cdf_tdist_P (10000.0, 300.0)' =>1.00000000000000000e+00,
244 'gsl_cdf_tdist_Q (0.0, 300.0)' =>5.00000000000000000e-01,
245 'gsl_cdf_tdist_Q (1e-100, 300.0)' =>5.00000000000000000e-01,
246 'gsl_cdf_tdist_Q (0.001, 300.0)' =>4.99601390099057051e-1,
247 'gsl_cdf_tdist_Q (0.01, 300.0)' =>4.96013966979440912e-1,
248 'gsl_cdf_tdist_Q (0.1, 300.0)' =>4.60205558822231806e-1,
249 'gsl_cdf_tdist_Q (0.325, 300.0)' =>3.72703798457476188e-1,
250 'gsl_cdf_tdist_Q (1.0, 300.0)' =>1.59058202215313138e-1,
251 'gsl_cdf_tdist_Q (1.5, 300.0)' =>6.73330165746308628e-2,
252 'gsl_cdf_tdist_Q (2.0, 300.0)' =>2.32007604915745452e-2,
253 'gsl_cdf_tdist_Q (10.0, 300.0)' =>8.279313677e-21,
254 'gsl_cdf_tdist_Q (20.0, 300.0)' =>1.93159812815803978e-57,
255 'gsl_cdf_tdist_Q (100.0, 300.0)' =>1.02557519997736154e-232,
256 'gsl_cdf_tdist_Q (1000.0, 300.0)' =>0.00000000000000000e+00,
257 'gsl_cdf_tdist_Q (10000.0, 300.0)' =>0.00000000000000000e+00,
258 'gsl_cdf_tdist_P (-1e-100, 300.0)' =>5.00000000000000000e-01,
259 'gsl_cdf_tdist_P (-0.001, 300.0)' =>4.99601390099057051e-01,
260 'gsl_cdf_tdist_P (-0.01, 300.0)' =>4.96013966979440912e-01,
261 'gsl_cdf_tdist_P (-0.1, 300.0)' =>4.60205558822231806e-01,
262 'gsl_cdf_tdist_P (-0.325, 300.0)' =>3.72703798457476188e-01,
263 'gsl_cdf_tdist_P (-1.0, 300.0)' =>1.59058202215313138e-01,
264 'gsl_cdf_tdist_P (-1.5, 300.0)' =>6.73330165746308628e-02,
265 'gsl_cdf_tdist_P (-2.0, 300.0)' =>2.32007604915745452e-02,
266 'gsl_cdf_tdist_P (-10.0, 300.0)' =>8.279313675556272534e-21,
267 'gsl_cdf_tdist_P (-20.0, 300.0)' =>1.93159812815803978e-57,
268 'gsl_cdf_tdist_P (-100.0, 300.0)' =>1.02557519997736154e-232,
269 'gsl_cdf_tdist_P (-1000.0, 300.0)' =>0.0,
270 'gsl_cdf_tdist_P (-10000.0, 300.0)' =>0.0,
271 'gsl_cdf_tdist_Q (-1e-100, 300.0)' =>5.00000000000000000e-01,
272 'gsl_cdf_tdist_Q (-0.001, 300.0)' =>5.00398609900942949e-1,
273 'gsl_cdf_tdist_Q (-0.01, 300.0)' =>5.03986033020559088e-1,
274 'gsl_cdf_tdist_Q (-0.1, 300.0)' =>5.39794441177768194e-1,
275 'gsl_cdf_tdist_Q (-0.325, 300.0)' =>6.27296201542523812e-1,
276 'gsl_cdf_tdist_Q (-1.0, 300.0)' =>8.40941797784686862e-1,
277 'gsl_cdf_tdist_Q (-1.5, 300.0)' =>9.32666983425369137e-1,
278 'gsl_cdf_tdist_Q (-2.0, 300.0)' =>9.76799239508425455e-1,
279 'gsl_cdf_tdist_Q (-10.0, 300.0)' =>1.000000000000000000e0,
280 'gsl_cdf_tdist_Q (-20.0, 300.0)' =>1.0,
281 'gsl_cdf_tdist_Q (-100.0, 300.0)' =>1.0,
282 'gsl_cdf_tdist_Q (-1000.0, 300.0)' =>1.0,
283 'gsl_cdf_tdist_Q (-10000.0, 300.0)' =>1.0,
284 'gsl_cdf_fdist_P (0.0, 1.2, 1.3)' =>0.0,
285 'gsl_cdf_fdist_P (1e-100, 1.2, 1.3)' =>6.98194275525039002e-61,
286 'gsl_cdf_fdist_P (0.001, 1.2, 1.3)' =>1.10608485860238564e-2,
287 'gsl_cdf_fdist_P (0.01, 1.2, 1.3)' =>4.38636757068313850e-2,
288 'gsl_cdf_fdist_P (0.1, 1.2, 1.3)' =>1.68242392712840734e-1,
289 'gsl_cdf_fdist_P (0.325, 1.2, 1.3)' =>3.14130045246195449e-1,
290 'gsl_cdf_fdist_P (1.0, 1.2, 1.3)' =>5.09630779074755253e-01,
291 'gsl_cdf_fdist_P (1.5, 1.2, 1.3)' =>5.83998640641553852e-1,
292 'gsl_cdf_fdist_P (2.0, 1.2, 1.3)' =>6.34733581351938787e-1,
293 'gsl_cdf_fdist_P (10.0, 1.2, 1.3)' =>8.48446237879200975e-1,
294 'gsl_cdf_fdist_P (20.0, 1.2, 1.3)' =>9.00987726336875039e-1,
295 'gsl_cdf_fdist_P (100.0, 1.2, 1.3)' =>9.64489127047688435e-1,
296 'gsl_cdf_fdist_P (1000.0, 1.2, 1.3)' =>9.92012051694116388e-1,
297 'gsl_cdf_fdist_P (10000.0, 1.2, 1.3)' =>9.98210862808842585e-1,
298 'gsl_cdf_fdist_Q (0.0, 1.2, 1.3)' =>1.0,
299 'gsl_cdf_fdist_Q (1e-100, 1.2, 1.3)' =>1.0,
300 'gsl_cdf_fdist_Q (0.001, 1.2, 1.3)' =>9.88939151413976144e-1,
301 'gsl_cdf_fdist_Q (0.01, 1.2, 1.3)' =>9.56136324293168615e-1,
302 'gsl_cdf_fdist_Q (0.1, 1.2, 1.3)' =>8.31757607287159265e-1,
303 'gsl_cdf_fdist_Q (0.325, 1.2, 1.3)' =>6.85869954753804551e-1,
304 'gsl_cdf_fdist_Q (1.0, 1.2, 1.3)' =>4.90369220925244747e-1,
305 'gsl_cdf_fdist_Q (1.5, 1.2, 1.3)' =>4.16001359358446148e-1,
306 'gsl_cdf_fdist_Q (2.0, 1.2, 1.3)' =>3.65266418648061213e-1,
307 'gsl_cdf_fdist_Q (10.0, 1.2, 1.3)' =>1.51553762120799025e-1,
308 'gsl_cdf_fdist_Q (20.0, 1.2, 1.3)' =>9.90122736631249612e-2,
309 'gsl_cdf_fdist_Q (100.0, 1.2, 1.3)' =>3.55108729523115643e-2,
310 'gsl_cdf_fdist_Q (1000.0, 1.2, 1.3)' =>7.98794830588361109e-3,
311 'gsl_cdf_fdist_Q (10000.0, 1.2, 1.3)' =>1.7891371911574145e-3,
312 'gsl_cdf_fdist_P (3.479082213465832574, 1, 4040712)' =>0.93785072763723411967,
313 'gsl_cdf_fdist_P (3.002774644786533109, 1, 4040712)' =>0.91687787379476055771,
314 'gsl_cdf_fdist_P (3.000854441173130827, 1, 4040712)' =>0.91677930719813578619,
315 'gsl_cdf_fdist_P (3.000064021622133037, 1, 4040712)' =>0.9167386972447996480399,
316 'gsl_cdf_fdist_P (0.0, 500.0, 1.3)' =>0.0,
317 'gsl_cdf_fdist_P (1e-100, 500.0, 1.3)' =>0.0,
318 'gsl_cdf_fdist_P (0.001, 500.0, 1.3)' =>9.83434460393304765e-141,
319 'gsl_cdf_fdist_P (0.01, 500.0, 1.3)' =>1.45915624888550014e-26,
320 'gsl_cdf_fdist_P (0.1, 500.0, 1.3)' =>5.89976509619688165e-4,
321 'gsl_cdf_fdist_P (0.325, 500.0, 1.3)' =>6.86110486051542533e-2,
322 'gsl_cdf_fdist_P (1.0, 500.0, 1.3)' =>3.38475053806404615e-1,
323 'gsl_cdf_fdist_P (1.5, 500.0, 1.3)' =>4.52016245247457422e-1,
324 'gsl_cdf_fdist_P (2.0, 500.0, 1.3)' =>5.27339068937388798e-1,
325 'gsl_cdf_fdist_P (10.0, 500.0, 1.3)' =>8.16839628578413905e-1,
326 'gsl_cdf_fdist_P (20.0, 500.0, 1.3)' =>8.81784623056911406e-1,
327 'gsl_cdf_fdist_P (100.0, 500.0, 1.3)' =>9.58045057204221295e-1,
328 'gsl_cdf_fdist_P (1000.0, 500.0, 1.3)' =>9.90585749380655275e-1,
329 'gsl_cdf_fdist_P (10000.0, 500.0, 1.3)' =>9.97891924831461387e-1,
330 'gsl_cdf_fdist_Q (0.0, 500.0, 1.3)' =>1.0,
331 'gsl_cdf_fdist_Q (1e-100, 500.0, 1.3)' =>1.0,
332 'gsl_cdf_fdist_Q (0.001, 500.0, 1.3)' =>1.0,
333 'gsl_cdf_fdist_Q (0.01, 500.0, 1.3)' =>1.0,
334 'gsl_cdf_fdist_Q (0.1, 500.0, 1.3)' =>9.99410023490380312e-1,
335 'gsl_cdf_fdist_Q (0.325, 500.0, 1.3)' =>9.31388951394845747e-1,
336 'gsl_cdf_fdist_Q (1.0, 500.0, 1.3)' =>6.61524946193595385e-1,
337 'gsl_cdf_fdist_Q (1.5, 500.0, 1.3)' =>5.47983754752542572e-1,
338 'gsl_cdf_fdist_Q (2.0, 500.0, 1.3)' =>4.72660931062611202e-1,
339 'gsl_cdf_fdist_Q (10.0, 500.0, 1.3)' =>1.83160371421586096e-1,
340 'gsl_cdf_fdist_Q (20.0, 500.0, 1.3)' =>1.18215376943088595e-1,
341 'gsl_cdf_fdist_Q (100.0, 500.0, 1.3)' =>4.19549427957787016e-2,
342 'gsl_cdf_fdist_Q (1000.0, 500.0, 1.3)' =>9.41425061934473424e-3,
343 'gsl_cdf_fdist_Q (10000.0, 500.0, 1.3)' =>2.10807516853862603e-3,
344 'gsl_cdf_fdist_P (0.0, 1.2, 500.0)' =>0.0,
345 'gsl_cdf_fdist_P (1e-100, 1.2, 500.0)' =>8.23342055585482999e-61,
346 'gsl_cdf_fdist_P (0.001, 1.2, 500.0)' =>1.30461496441289529e-2,
347 'gsl_cdf_fdist_P (0.01, 1.2, 500.0)' =>5.18324224608033294e-2,
348 'gsl_cdf_fdist_P (0.1, 1.2, 500.0)' =>2.02235101716076289e-1,
349 'gsl_cdf_fdist_P (0.325, 1.2, 500.0)' =>3.90502983219393749e-1,
350 'gsl_cdf_fdist_P (1.0, 1.2, 500.0)' =>6.67656191574653619e-1,
351 'gsl_cdf_fdist_P (1.5, 1.2, 500.0)' =>7.75539230271467054e-1,
352 'gsl_cdf_fdist_P (2.0, 1.2, 500.0)' =>8.45209114904613705e-1,
353 'gsl_cdf_fdist_P (10.0, 1.2, 500.0)' =>9.99168017659120988e-1,
354 'gsl_cdf_fdist_P (20.0, 1.2, 500.0)' =>9.99998005738371669e-1,
355 'gsl_cdf_fdist_P (100.0, 1.2, 500.0)' =>1.0,
356 'gsl_cdf_fdist_P (1000.0, 1.2, 500.0)' =>1.0,
357 'gsl_cdf_fdist_P (10000.0, 1.2, 500.0)' =>1.0,
358 'gsl_cdf_fdist_Q (0.0, 1.2, 500.0)' =>1.0,
359 'gsl_cdf_fdist_Q (1e-100, 1.2, 500.0)' =>1.0,
360 'gsl_cdf_fdist_Q (0.001, 1.2, 500.0)' =>9.86953850355871047e-1,
361 'gsl_cdf_fdist_Q (0.01, 1.2, 500.0)' =>9.48167577539196671e-1,
362 'gsl_cdf_fdist_Q (0.1, 1.2, 500.0)' =>7.97764898283923711e-1,
363 'gsl_cdf_fdist_Q (0.325, 1.2, 500.0)' =>6.09497016780606251e-1,
364 'gsl_cdf_fdist_Q (1.0, 1.2, 500.0)' =>3.32343808425346381e-1,
365 'gsl_cdf_fdist_Q (1.5, 1.2, 500.0)' =>2.24460769728532946e-1,
366 'gsl_cdf_fdist_Q (2.0, 1.2, 500.0)' =>1.54790885095386295e-1,
367 'gsl_cdf_fdist_Q (10.0, 1.2, 500.0)' =>8.3198234087901168e-4,
368 'gsl_cdf_fdist_Q (20.0, 1.2, 500.0)' =>1.99426162833131e-6,
369 'gsl_cdf_fdist_Q (100.0, 1.2, 500.0)' =>6.23302662288217117e-25,
370 'gsl_cdf_fdist_Q (1000.0, 1.2, 500.0)' =>1.14328577259666930e-134,
371 'gsl_cdf_fdist_Q (10000.0, 1.2, 500.0)' =>0.0,
372 'gsl_cdf_fdist_P (0.0, 200.0, 500.0)' =>0.0,
373 'gsl_cdf_fdist_P (1e-100, 200.0, 500.0)' =>0.0,
374 'gsl_cdf_fdist_P (0.001, 200.0, 500.0)' =>4.09325080403669893e-251,
375 'gsl_cdf_fdist_P (0.01, 200.0, 500.0)' =>1.17894325419628688e-151,
376 'gsl_cdf_fdist_P (0.1, 200.0, 500.0)' =>5.92430940796861258e-57,
377 'gsl_cdf_fdist_P (0.325, 200.0, 500.0)' =>3.18220452357263554e-18,
378 'gsl_cdf_fdist_P (1.0, 200.0, 500.0)' =>5.06746326121168266e-1,
379 'gsl_cdf_fdist_P (1.5, 200.0, 500.0)' =>9.99794175718712438e-1,
380 'gsl_cdf_fdist_P (2.0, 200.0, 500.0)' =>9.99999999528236152e-1,
381 'gsl_cdf_fdist_P (10.0, 200.0, 500.0)' =>1.0,
382 'gsl_cdf_fdist_P (20.0, 200.0, 500.0)' =>1.0,
383 'gsl_cdf_fdist_P (100.0, 200.0, 500.0)' =>1.0,
384 'gsl_cdf_fdist_P (1000.0, 200.0, 500.0)' =>1.0,
385 'gsl_cdf_fdist_P (10000.0, 200.0, 500.0)' =>1.0,
386 'gsl_cdf_fdist_Q (0.0, 200.0, 500.0)' =>1.0,
387 'gsl_cdf_fdist_Q (1e-100, 200.0, 500.0)' =>1.0,
388 'gsl_cdf_fdist_Q (0.001, 200.0, 500.0)' =>1.0,
389 'gsl_cdf_fdist_Q (0.01, 200.0, 500.0)' =>1.0,
390 'gsl_cdf_fdist_Q (0.1, 200.0, 500.0)' =>1.0,
391 'gsl_cdf_fdist_Q (0.325, 200.0, 500.0)' =>9.99999999999999997e-1,
392 'gsl_cdf_fdist_Q (1.0, 200.0, 500.0)' =>4.93253673878831734e-1,
393 'gsl_cdf_fdist_Q (1.5, 200.0, 500.0)' =>2.05824281287561795e-4,
394 'gsl_cdf_fdist_Q (2.0, 200.0, 500.0)' =>4.71763848371410786e-10,
395 'gsl_cdf_fdist_Q (10.0, 200.0, 500.0)' =>5.98048337181948436e-96,
396 'gsl_cdf_fdist_Q (20.0, 200.0, 500.0)' =>2.92099265879979502e-155,
397 'gsl_cdf_fdist_Q (1000.0, 200.0, 500.0)' =>0.0,
398 'gsl_cdf_fdist_Q (10000.0, 200.0, 500.0)' =>0.0,
399 'gsl_cdf_fdist_Pinv (0.0, 1.2, 1.3)' =>0.0,
400 'gsl_cdf_fdist_Pinv ( 6.98194275525039002e-61, 1.2, 1.3)' =>1e-100,
401 'gsl_cdf_fdist_Pinv ( 1.10608485860238564e-2, 1.2, 1.3)' =>0.001,
402 'gsl_cdf_fdist_Pinv ( 4.38636757068313850e-2, 1.2, 1.3)' =>0.01,
403 'gsl_cdf_fdist_Pinv ( 1.68242392712840734e-1, 1.2, 1.3)' =>0.1,
404 'gsl_cdf_fdist_Pinv ( 3.14130045246195449e-1, 1.2, 1.3)' =>0.325,
405 'gsl_cdf_fdist_Pinv ( 5.09630779074755253e-01, 1.2, 1.3)' =>1.0,
406 'gsl_cdf_fdist_Pinv ( 5.83998640641553852e-1, 1.2, 1.3)' =>1.5,
407 'gsl_cdf_fdist_Pinv ( 6.34733581351938787e-1, 1.2, 1.3)' =>2.0,
408 'gsl_cdf_fdist_Pinv ( 8.48446237879200975e-1, 1.2, 1.3)' =>10.0,
409 'gsl_cdf_fdist_Pinv ( 9.00987726336875039e-1, 1.2, 1.3)' =>20.0,
410 'gsl_cdf_fdist_Pinv ( 9.64489127047688435e-1, 1.2, 1.3)' =>100.0,
411 'gsl_cdf_fdist_Pinv ( 9.92012051694116388e-1, 1.2, 1.3)' =>1000.0,
412 'gsl_cdf_fdist_Pinv ( 9.98210862808842585e-1, 1.2, 1.3)' =>10000.0,
413 'gsl_cdf_fdist_Qinv ( 1.0, 1.2, 1.3)' =>0.0,
414 'gsl_cdf_fdist_Qinv ( 9.88939151413976144e-1, 1.2, 1.3)' =>0.001,
415 'gsl_cdf_fdist_Qinv ( 9.56136324293168615e-1, 1.2, 1.3)' =>0.01,
416 'gsl_cdf_fdist_Qinv ( 8.31757607287159265e-1, 1.2, 1.3)' =>0.1,
417 'gsl_cdf_fdist_Qinv ( 6.85869954753804551e-1, 1.2, 1.3)' =>0.325,
418 'gsl_cdf_fdist_Qinv ( 4.90369220925244747e-1, 1.2, 1.3)' =>1.0,
419 'gsl_cdf_fdist_Qinv ( 4.16001359358446148e-1, 1.2, 1.3)' =>1.5,
420 'gsl_cdf_fdist_Qinv ( 3.65266418648061213e-1, 1.2, 1.3)' =>2.0,
421 'gsl_cdf_fdist_Qinv ( 1.51553762120799025e-1, 1.2, 1.3)' =>10.0,
422 'gsl_cdf_fdist_Qinv ( 9.90122736631249612e-2, 1.2, 1.3)' =>20.0,
423 'gsl_cdf_fdist_Qinv ( 3.55108729523115643e-2, 1.2, 1.3)' =>100.0,
424 'gsl_cdf_fdist_Qinv ( 7.98794830588361109e-3, 1.2, 1.3)' =>1000.0,
425 'gsl_cdf_fdist_Qinv ( 1.7891371911574145e-3, 1.2, 1.3)' =>10000.0,
426 'gsl_cdf_fdist_Pinv ( 0.0, 500.0, 1.3)' =>0.0,
427 'gsl_cdf_fdist_Pinv ( 9.83434460393304765e-141, 500.0, 1.3)' =>0.001,
428 'gsl_cdf_fdist_Pinv ( 1.45915624888550014e-26, 500.0, 1.3)' =>0.01,
429 'gsl_cdf_fdist_Pinv ( 5.89976509619688165e-4, 500.0, 1.3)' =>0.1,
430 'gsl_cdf_fdist_Pinv ( 6.86110486051542533e-2, 500.0, 1.3)' =>0.325,
431 'gsl_cdf_fdist_Pinv ( 3.38475053806404615e-1, 500.0, 1.3)' =>1.0,
432 'gsl_cdf_fdist_Pinv ( 4.52016245247457422e-1, 500.0, 1.3)' =>1.5,
433 'gsl_cdf_fdist_Pinv ( 5.27339068937388798e-1, 500.0, 1.3)' =>2.0,
434 'gsl_cdf_fdist_Pinv ( 8.16839628578413905e-1, 500.0, 1.3)' =>10.0,
435 'gsl_cdf_fdist_Pinv ( 8.81784623056911406e-1, 500.0, 1.3)' =>20.0,
436 'gsl_cdf_fdist_Pinv ( 9.58045057204221295e-1, 500.0, 1.3)' =>100.0,
437 'gsl_cdf_fdist_Pinv ( 9.90585749380655275e-1, 500.0, 1.3)' =>1000.0,
438 'gsl_cdf_fdist_Pinv ( 9.97891924831461387e-1, 500.0, 1.3)' =>10000.0,
439 'gsl_cdf_fdist_Qinv ( 1.0, 500.0, 1.3)' =>0.0,
440 'gsl_cdf_fdist_Qinv ( 9.99410023490380312e-1, 500.0, 1.3)' =>0.1,
441 'gsl_cdf_fdist_Qinv ( 9.31388951394845747e-1, 500.0, 1.3)' =>0.325,
442 'gsl_cdf_fdist_Qinv ( 6.61524946193595385e-1, 500.0, 1.3)' =>1.0,
443 'gsl_cdf_fdist_Qinv ( 5.47983754752542572e-1, 500.0, 1.3)' =>1.5,
444 'gsl_cdf_fdist_Qinv ( 4.72660931062611202e-1, 500.0, 1.3)' =>2.0,
445 'gsl_cdf_fdist_Qinv ( 1.83160371421586096e-1, 500.0, 1.3)' =>10.0,
446 'gsl_cdf_fdist_Qinv ( 1.18215376943088595e-1, 500.0, 1.3)' =>20.0,
447 'gsl_cdf_fdist_Qinv ( 4.19549427957787016e-2, 500.0, 1.3)' =>100.0,
448 'gsl_cdf_fdist_Qinv ( 9.41425061934473424e-3, 500.0, 1.3)' =>1000.0,
449 'gsl_cdf_fdist_Qinv ( 2.10807516853862603e-3, 500.0, 1.3)' =>10000.0,
450 'gsl_cdf_fdist_Pinv ( 0.0, 1.2, 500.0)' =>0.0,
451 'gsl_cdf_fdist_Pinv ( 8.23342055585482999e-61, 1.2, 500.0)' =>1e-100,
452 'gsl_cdf_fdist_Pinv ( 1.30461496441289529e-2, 1.2, 500.0)' =>0.001,
453 'gsl_cdf_fdist_Pinv ( 5.18324224608033294e-2, 1.2, 500.0)' =>0.01,
454 'gsl_cdf_fdist_Pinv ( 2.02235101716076289e-1, 1.2, 500.0)' =>0.1,
455 'gsl_cdf_fdist_Pinv ( 3.90502983219393749e-1, 1.2, 500.0)' =>0.325,
456 'gsl_cdf_fdist_Pinv ( 6.67656191574653619e-1, 1.2, 500.0)' =>1.0,
457 'gsl_cdf_fdist_Pinv ( 7.75539230271467054e-1, 1.2, 500.0)' =>1.5,
458 'gsl_cdf_fdist_Pinv ( 8.45209114904613705e-1, 1.2, 500.0)' =>2.0,
459 'gsl_cdf_fdist_Pinv ( 9.99168017659120988e-1, 1.2, 500.0)' =>10.0,
460 'gsl_cdf_fdist_Pinv ( 9.99998005738371669e-1, 1.2, 500.0)' =>20.0,
461 q{gsl_cdf_fdist_Pinv ( 1.0, 1.2, 500.0)} => q{inf},
462 q{gsl_cdf_fdist_Pinv ( 1.0, 1.2, 500.0)} => q{inf},
463 q{gsl_cdf_fdist_Pinv ( 1.0, 1.2, 500.0)} => q{inf},
464 'gsl_cdf_fdist_Qinv ( 1.0, 1.2, 500.0)' =>0.0,
465 'gsl_cdf_fdist_Qinv ( 9.86953850355871047e-1, 1.2, 500.0)' =>0.001,
466 'gsl_cdf_fdist_Qinv ( 9.48167577539196671e-1, 1.2, 500.0)' =>0.01,
467 'gsl_cdf_fdist_Qinv ( 7.97764898283923711e-1, 1.2, 500.0)' =>0.1,
468 'gsl_cdf_fdist_Qinv ( 6.09497016780606251e-1, 1.2, 500.0)' =>0.325,
469 'gsl_cdf_fdist_Qinv ( 3.32343808425346381e-1, 1.2, 500.0)' =>1.0,
470 'gsl_cdf_fdist_Qinv ( 2.24460769728532946e-1, 1.2, 500.0)' =>1.5,
471 'gsl_cdf_fdist_Qinv ( 1.54790885095386295e-1, 1.2, 500.0)' =>2.0,
472 'gsl_cdf_fdist_Qinv ( 8.3198234087901168e-4, 1.2, 500.0)' =>10.0,
473 'gsl_cdf_fdist_Qinv ( 1.99426162833131e-6, 1.2, 500.0)' =>20.0,
474 'gsl_cdf_fdist_Qinv ( 6.23302662288217117e-25, 1.2, 500.0)' =>100.0,
475 'gsl_cdf_fdist_Qinv ( 1.14328577259666930e-134, 1.2, 500.0)' =>1000.0,
476 q{gsl_cdf_fdist_Qinv ( 0.0, 1.2, 500.0)} => q{inf},
477 'gsl_cdf_fdist_Pinv ( 0.0, 200.0, 500.0)' =>0.0,
478 'gsl_cdf_fdist_Pinv ( 4.09325080403669893e-251, 200.0, 500.0)' =>0.001,
479 'gsl_cdf_fdist_Pinv ( 1.17894325419628688e-151, 200.0, 500.0)' =>0.01,
480 'gsl_cdf_fdist_Pinv ( 5.92430940796861258e-57, 200.0, 500.0)' =>0.1,
481 'gsl_cdf_fdist_Pinv ( 3.18220452357263554e-18, 200.0, 500.0)' =>0.325,
482 'gsl_cdf_fdist_Pinv ( 5.06746326121168266e-1, 200.0, 500.0)' =>1.0,
483 'gsl_cdf_fdist_Pinv ( 9.99794175718712438e-1, 200.0, 500.0)' =>1.5,
484 q{gsl_cdf_fdist_Pinv ( 1.0, 200.0, 500.0)} => q{inf},
485 'gsl_cdf_fdist_Qinv ( 1.0, 200.0, 500.0)' =>0.0,
486 'gsl_cdf_fdist_Qinv ( 4.93253673878831734e-1, 200.0, 500.0)' =>1.0,
487 'gsl_cdf_fdist_Qinv ( 2.05824281287561795e-4, 200.0, 500.0)' =>1.5,
488 'gsl_cdf_fdist_Qinv ( 4.71763848371410786e-10, 200.0, 500.0)' =>2.0,
489 'gsl_cdf_fdist_Qinv ( 5.98048337181948436e-96, 200.0, 500.0)' =>10.0,
490 'gsl_cdf_fdist_Qinv ( 2.92099265879979502e-155, 200.0, 500.0)' =>20.0,
491 q{gsl_cdf_fdist_Qinv ( 0.0, 200.0, 500.0)} => q{inf},
492 'gsl_cdf_fdist_Pinv (0.95,1.0,261.0)' =>3.8773340322508720313e+00,
493 'gsl_cdf_gamma_P (0.0, 1.0, 1.0)' =>0.0,
494 'gsl_cdf_gamma_P (1e-100, 1.0, 1.0)' =>1e-100,
495 'gsl_cdf_gamma_P (0.001, 1.0, 1.0)' =>9.99500166625008332e-4,
496 'gsl_cdf_gamma_P (0.01, 1.0, 1.0)' =>9.95016625083194643e-3,
497 'gsl_cdf_gamma_P (0.1, 1.0, 1.0)' =>9.51625819640404268e-2,
498 'gsl_cdf_gamma_P (0.325, 1.0, 1.0)' =>2.77472646357927811e-1,
499 'gsl_cdf_gamma_P (1.0, 1.0, 1.0)' =>6.32120558828557678e-1,
500 'gsl_cdf_gamma_P (1.5, 1.0, 1.0)' =>7.76869839851570171e-1,
501 'gsl_cdf_gamma_P (2.0, 1.0, 1.0)' =>8.64664716763387308e-1,
502 'gsl_cdf_gamma_P (10.0, 1.0, 1.0)' =>9.99954600070237515e-1,
503 'gsl_cdf_gamma_P (20.0, 1.0, 1.0)' =>9.99999997938846378e-1,
504 'gsl_cdf_gamma_P (100.0, 1.0, 1.0)' =>1e0,
505 'gsl_cdf_gamma_P (1000.0, 1.0, 1.0)' =>1e0,
506 'gsl_cdf_gamma_P (10000.0, 1.0, 1.0)' =>1e0,
507 'gsl_cdf_gamma_Q (0.0, 1.0, 1.0)' =>1.0,
508 'gsl_cdf_gamma_Q (1e-100, 1.0, 1.0)' =>1.0,
509 'gsl_cdf_gamma_Q (0.001, 1.0, 1.0)' =>9.99000499833374992e-1,
510 'gsl_cdf_gamma_Q (0.01, 1.0, 1.0)' =>9.90049833749168054e-1,
511 'gsl_cdf_gamma_Q (0.1, 1.0, 1.0)' =>9.04837418035959573e-1,
512 'gsl_cdf_gamma_Q (0.325, 1.0, 1.0)' =>7.22527353642072189e-1,
513 'gsl_cdf_gamma_Q (1.0, 1.0, 1.0)' =>3.67879441171442322e-1,
514 'gsl_cdf_gamma_Q (1.5, 1.0, 1.0)' =>2.23130160148429829e-1,
515 'gsl_cdf_gamma_Q (2.0, 1.0, 1.0)' =>1.35335283236612692e-1,
516 'gsl_cdf_gamma_Q (10.0, 1.0, 1.0)' =>4.53999297624848515e-5,
517 'gsl_cdf_gamma_Q (20.0, 1.0, 1.0)' =>2.06115362243855783e-9,
518 'gsl_cdf_gamma_Q (100.0, 1.0, 1.0)' =>3.72007597602083596e-44,
519 'gsl_cdf_gamma_Q (1000.0, 1.0, 1.0)' =>0.0,
520 'gsl_cdf_gamma_Q (10000.0, 1.0, 1.0)' =>0.0,
521 'gsl_cdf_gamma_P (0.0, 1.0, 10.0)' =>0.0,
522 'gsl_cdf_gamma_P (1e-100, 1.0, 10.0)' =>1e-101,
523 'gsl_cdf_gamma_P (0.001, 1.0, 10.0)' =>9.99950001666625001e-5,
524 'gsl_cdf_gamma_P (0.01, 1.0, 10.0)' =>9.99500166625008332e-4,
525 'gsl_cdf_gamma_P (0.1, 1.0, 10.0)' =>9.95016625083194643e-3,
526 'gsl_cdf_gamma_P (0.325, 1.0, 10.0)' =>3.19775501686939529e-2,
527 'gsl_cdf_gamma_P (1.0, 1.0, 10.0)' =>9.51625819640404268e-2,
528 'gsl_cdf_gamma_P (1.5, 1.0, 10.0)' =>1.39292023574942193e-1,
529 'gsl_cdf_gamma_P (2.0, 1.0, 10.0)' =>1.81269246922018141e-1,
530 'gsl_cdf_gamma_P (10.0, 1.0, 10.0)' =>6.32120558828557678e-1,
531 'gsl_cdf_gamma_P (20.0, 1.0, 10.0)' =>8.64664716763387308e-1,
532 'gsl_cdf_gamma_P (100.0, 1.0, 10.0)' =>9.99954600070237515e-1,
533 'gsl_cdf_gamma_P (1000.0, 1.0, 10.0)' =>1e0,
534 'gsl_cdf_gamma_P (10000.0, 1.0, 10.0)' =>1e0,
535 'gsl_cdf_gamma_Q (0.0, 1.0, 10.0)' =>1.0,
536 'gsl_cdf_gamma_Q (1e-100, 1.0, 10.0)' =>1.0,
537 'gsl_cdf_gamma_Q (0.001, 1.0, 10.0)' =>9.99900004999833337e-1,
538 'gsl_cdf_gamma_Q (0.01, 1.0, 10.0)' =>9.99000499833374992e-1,
539 'gsl_cdf_gamma_Q (0.1, 1.0, 10.0)' =>9.90049833749168054e-1,
540 'gsl_cdf_gamma_Q (0.325, 1.0, 10.0)' =>9.68022449831306047e-1,
541 'gsl_cdf_gamma_Q (1.0, 1.0, 10.0)' =>9.04837418035959573e-1,
542 'gsl_cdf_gamma_Q (1.5, 1.0, 10.0)' =>8.60707976425057807e-1,
543 'gsl_cdf_gamma_Q (2.0, 1.0, 10.0)' =>8.18730753077981859e-1,
544 'gsl_cdf_gamma_Q (10.0, 1.0, 10.0)' =>3.67879441171442322e-1,
545 'gsl_cdf_gamma_Q (20.0, 1.0, 10.0)' =>1.35335283236612692e-1,
546 'gsl_cdf_gamma_Q (100.0, 1.0, 10.0)' =>4.53999297624848515e-5,
547 'gsl_cdf_gamma_Q (1000.0, 1.0, 10.0)' =>3.72007597602083596e-44,
548 'gsl_cdf_gamma_Q (10000.0, 1.0, 10.0)' =>0.0,
549 'gsl_cdf_gamma_P (0.0, 17.0, 10.0)' =>0e0,
550 'gsl_cdf_gamma_P (1e-100, 17.0, 10.0)' =>0e0,
551 'gsl_cdf_gamma_P (0.001, 17.0, 10.0)' =>2.81119174040422844e-83,
552 'gsl_cdf_gamma_P (0.01, 17.0, 10.0)' =>2.80880324651985887e-66,
553 'gsl_cdf_gamma_P (0.1, 17.0, 10.0)' =>2.78502998087492130e-49,
554 'gsl_cdf_gamma_P (0.325, 17.0, 10.0)' =>1.37283653245125844e-40,
555 'gsl_cdf_gamma_P (1.0, 17.0, 10.0)' =>2.55811932292544243e-32,
556 'gsl_cdf_gamma_P (1.5, 17.0, 10.0)' =>2.40420441175422372e-29,
557 'gsl_cdf_gamma_P (2.0, 17.0, 10.0)' =>3.05092926217898577e-27,
558 'gsl_cdf_gamma_P (10.0, 17.0, 10.0)' =>1.094920130378183e-15,
559 'gsl_cdf_gamma_P (20.0, 17.0, 10.0)' =>5.60605096173161688e-11,
560 'gsl_cdf_gamma_P (100.0, 17.0, 10.0)' =>2.70416097848011280e-2,
561 'gsl_cdf_gamma_P (1000.0, 17.0, 10.0)' =>1.000000000000000000e0,
562 'gsl_cdf_gamma_P (10000.0, 17.0, 10.0)' =>1.000000000000000000e0,
563 'gsl_cdf_gamma_Q (0.0, 17.0, 10.0)' =>1.0,
564 'gsl_cdf_gamma_Q (1e-100, 17.0, 10.0)' =>1.0,
565 'gsl_cdf_gamma_Q (0.001, 17.0, 10.0)' =>1.0,
566 'gsl_cdf_gamma_Q (0.01, 17.0, 10.0)' =>1.0,
567 'gsl_cdf_gamma_Q (0.1, 17.0, 10.0)' =>1.0,
568 'gsl_cdf_gamma_Q (0.325, 17.0, 10.0)' =>1.0,
569 'gsl_cdf_gamma_Q (1.0, 17.0, 10.0)' =>1.0,
570 'gsl_cdf_gamma_Q (1.5, 17.0, 10.0)' =>1.0,
571 'gsl_cdf_gamma_Q (2.0, 17.0, 10.0)' =>1.0,
572 'gsl_cdf_gamma_Q (10.0, 17.0, 10.0)' =>9.99999999999998905e-1,
573 'gsl_cdf_gamma_Q (20.0, 17.0, 10.0)' =>9.99999999943939490e-1,
574 'gsl_cdf_gamma_Q (100.0, 17.0, 10.0)' =>9.72958390215198872e-1,
575 'gsl_cdf_gamma_Q (1000.0, 17.0, 10.0)' =>2.11200951633948570e-25,
576 'gsl_cdf_gamma_Q (10000.0, 17.0, 10.0)' =>0.0,
577 'gsl_cdf_chisq_P (0.0, 13.0)' =>0.0,
578 'gsl_cdf_chisq_P (1e-100, 13.0)' =>0.0,
579 'gsl_cdf_chisq_P (0.001, 13.0)' =>1.86631102655845996e-25,
580 'gsl_cdf_chisq_P (0.01, 13.0)' =>5.87882248504529790e-19,
581 'gsl_cdf_chisq_P (0.1, 13.0)' =>1.78796983358555410e-12,
582 'gsl_cdf_chisq_P (0.325, 13.0)' =>3.44611313779905183e-9,
583 'gsl_cdf_chisq_P (1.0, 13.0)' =>3.83473473513595154e-6,
584 'gsl_cdf_chisq_P (1.5, 13.0)' =>4.31718389201041932e-5,
585 'gsl_cdf_chisq_P (2.0, 13.0)' =>2.26250084656047180e-4,
586 'gsl_cdf_chisq_P (10.0, 13.0)' =>3.06065632019251110e-1,
587 'gsl_cdf_chisq_P (20.0, 13.0)' =>9.04789743921908487e-1,
588 'gsl_cdf_chisq_P (100.0, 13.0)' =>9.99999999999998341e-1,
589 'gsl_cdf_chisq_P (1000.0, 13.0)' =>1e0,
590 'gsl_cdf_chisq_P (10000.0, 13.0)' =>1e0,
591 'gsl_cdf_chisq_Q (0.0, 13.0)' =>1e0,
592 'gsl_cdf_chisq_Q (1e-100, 13.0)' =>1e0,
593 'gsl_cdf_chisq_Q (0.001, 13.0)' =>1e0,
594 'gsl_cdf_chisq_Q (0.01, 13.0)' =>9.99999999999999999e-1,
595 'gsl_cdf_chisq_Q (0.1, 13.0)' =>9.99999999998212030e-1,
596 'gsl_cdf_chisq_Q (0.325, 13.0)' =>9.99999996553886862e-1,
597 'gsl_cdf_chisq_Q (1.0, 13.0)' =>9.99996165265264864e-1,
598 'gsl_cdf_chisq_Q (1.5, 13.0)' =>9.99956828161079896e-1,
599 'gsl_cdf_chisq_Q (2.0, 13.0)' =>9.99773749915343953e-1,
600 'gsl_cdf_chisq_Q (10.0, 13.0)' =>6.93934367980748890e-1,
601 'gsl_cdf_chisq_Q (20.0, 13.0)' =>9.52102560780915127e-2,
602 'gsl_cdf_chisq_Q (100.0, 13.0)' =>1.65902608070858809e-15,
603 'gsl_cdf_chisq_Q (1000.0, 13.0)' =>1.74851191544860225e-205,
604 'gsl_cdf_chisq_Q (10000.0, 13.0)' =>0.0,
605 'gsl_cdf_beta_P (0.0, 1.2, 1.3)' =>0.0,
606 'gsl_cdf_beta_P (1e-100, 1.2, 1.3)' =>1.34434944656489596e-120,
607 'gsl_cdf_beta_P (0.001, 1.2, 1.3)' =>3.37630042504535813e-4,
608 'gsl_cdf_beta_P (0.01, 1.2, 1.3)' =>5.34317264038929473e-3,
609 'gsl_cdf_beta_P (0.1, 1.2, 1.3)' =>8.33997828306748346e-2,
610 'gsl_cdf_beta_P (0.325, 1.2, 1.3)' =>3.28698654180583916e-1,
611 'gsl_cdf_beta_P (0.5, 1.2, 1.3)' =>5.29781429451299081e-1,
612 'gsl_cdf_beta_P (0.9, 1.2, 1.3)' =>9.38529397224430659e-1,
613 'gsl_cdf_beta_P (0.99, 1.2, 1.3)' =>9.96886438341254380e-1,
614 'gsl_cdf_beta_P (0.999, 1.2, 1.3)' =>9.99843792833067634e-1,
615 'gsl_cdf_beta_P (1.0, 1.2, 1.3)' =>1.0,
616 'gsl_cdf_beta_Q (0.0, 1.2, 1.3)' =>1.0,
617 'gsl_cdf_beta_Q (1e-100, 1.2, 1.3)' =>1e0,
618 'gsl_cdf_beta_Q (0.001, 1.2, 1.3)' =>9.99662369957495464e-1,
619 'gsl_cdf_beta_Q (0.01, 1.2, 1.3)' =>9.94656827359610705e-1,
620 'gsl_cdf_beta_Q (0.1, 1.2, 1.3)' =>9.16600217169325165e-1,
621 'gsl_cdf_beta_Q (0.325, 1.2, 1.3)' =>6.71301345819416084e-1,
622 'gsl_cdf_beta_Q (0.5, 1.2, 1.3)' =>4.70218570548700919e-1,
623 'gsl_cdf_beta_Q (0.9, 1.2, 1.3)' =>6.14706027755693408e-2,
624 'gsl_cdf_beta_Q (0.99, 1.2, 1.3)' =>3.11356165874561958e-3,
625 'gsl_cdf_beta_Q (0.999, 1.2, 1.3)' =>1.56207166932365759e-4,
626 'gsl_cdf_beta_Q (1.0, 1.2, 1.3)' =>0.0,
627 'gsl_cdf_beta_Pinv (0.0, 1.2, 1.3)' =>0.0,
628 'gsl_cdf_beta_Pinv ( 1.34434944656489596e-120, 1.2, 1.3)' =>1e-100,
629 'gsl_cdf_beta_Pinv ( 3.37630042504535813e-4, 1.2, 1.3)' =>0.001,
630 'gsl_cdf_beta_Pinv ( 5.34317264038929473e-3, 1.2, 1.3)' =>0.01,
631 'gsl_cdf_beta_Pinv ( 8.33997828306748346e-2, 1.2, 1.3)' =>0.1,
632 'gsl_cdf_beta_Pinv ( 3.28698654180583916e-1, 1.2, 1.3)' =>0.325,
633 'gsl_cdf_beta_Pinv ( 5.29781429451299081e-1, 1.2, 1.3)' =>0.5,
634 'gsl_cdf_beta_Pinv ( 9.38529397224430659e-1, 1.2, 1.3)' =>0.9,
635 'gsl_cdf_beta_Pinv ( 9.96886438341254380e-1, 1.2, 1.3)' =>0.99,
636 'gsl_cdf_beta_Pinv ( 9.99843792833067634e-1, 1.2, 1.3)' =>0.999,
637 'gsl_cdf_beta_Pinv ( 1.0, 1.2, 1.3)' =>1.0,
638 'gsl_cdf_beta_Qinv ( 1.0, 1.2, 1.3)' =>0.0,
639 'gsl_cdf_beta_Qinv ( 1e0, 1.2, 1.3)' =>0.0,
640 'gsl_cdf_beta_Qinv ( 9.99662369957495464e-1, 1.2, 1.3)' =>0.001,
641 'gsl_cdf_beta_Qinv ( 9.94656827359610705e-1, 1.2, 1.3)' =>0.01,
642 'gsl_cdf_beta_Qinv ( 9.16600217169325165e-1, 1.2, 1.3)' =>0.1,
643 'gsl_cdf_beta_Qinv ( 6.71301345819416084e-1, 1.2, 1.3)' =>0.325,
644 'gsl_cdf_beta_Qinv ( 4.70218570548700919e-1, 1.2, 1.3)' =>0.5,
645 'gsl_cdf_beta_Qinv ( 6.14706027755693408e-2, 1.2, 1.3)' =>0.9,
646 'gsl_cdf_beta_Qinv ( 3.11356165874561958e-3, 1.2, 1.3)' =>0.99,
647 'gsl_cdf_beta_Qinv ( 1.56207166932365759e-4, 1.2, 1.3)' =>0.999,
648 'gsl_cdf_beta_Qinv ( 0.0, 1.2, 1.3)' =>1.0,
649 'gsl_cdf_beta_Pinv ( 0.025, 2133.0, 7868.0)' => 0.20530562929915865457928654,
650 'gsl_cdf_gamma_Pinv (0.0, 1.0, 1.0)' =>0.0,
651 'gsl_cdf_gamma_Pinv (1e-100, 1.0, 1.0)' =>1e-100,
652 'gsl_cdf_gamma_Pinv (9.99500166625008332e-4, 1.0, 1.0)' =>0.001,
653 'gsl_cdf_gamma_Pinv (9.95016625083194643e-3, 1.0, 1.0)' =>0.01,
654 'gsl_cdf_gamma_Pinv (9.51625819640404268e-2, 1.0, 1.0)' =>0.1,
655 'gsl_cdf_gamma_Pinv (2.77472646357927811e-1, 1.0, 1.0)' =>0.325,
656 'gsl_cdf_gamma_Pinv (6.32120558828557678e-1, 1.0, 1.0)' =>1.0,
657 'gsl_cdf_gamma_Pinv (7.76869839851570171e-1, 1.0, 1.0)' =>1.5,
658 'gsl_cdf_gamma_Pinv (8.64664716763387308e-1, 1.0, 1.0)' =>2.0,
659 'gsl_cdf_gamma_Pinv (9.99954600070237515e-1, 1.0, 1.0)' =>10.0,
660 'gsl_cdf_gamma_Pinv (9.99999997938846378e-1, 1.0, 1.0)' =>20.0,
661 q{gsl_cdf_gamma_Pinv (1.0, 1.0, 1.0)} => q{inf},
662 'gsl_cdf_gamma_Pinv (0.1, 11.887411491530846,1.0)' =>7.73788447848618e+00,
663 q{gsl_cdf_gamma_Qinv (0.0, 1.0, 1.0)} => q{inf},
664 'gsl_cdf_gamma_Qinv (2.06115362243855783e-9, 1.0, 1.0)' =>20.0,
665 'gsl_cdf_gamma_Qinv (4.53999297624848515e-5, 1.0, 1.0)' =>10.0,
666 'gsl_cdf_gamma_Qinv (1.35335283236612692e-1, 1.0, 1.0)' =>2.0,
667 'gsl_cdf_gamma_Qinv (2.23130160148429829e-1, 1.0, 1.0)' =>1.5,
668 'gsl_cdf_gamma_Qinv (3.67879441171442322e-1, 1.0, 1.0)' =>1.0,
669 'gsl_cdf_gamma_Qinv (7.22527353642072189e-1, 1.0, 1.0)' =>0.325,
670 'gsl_cdf_gamma_Qinv (9.04837418035959573e-1, 1.0, 1.0)' =>0.1,
671 'gsl_cdf_gamma_Qinv (9.90049833749168054e-1, 1.0, 1.0)' =>0.01,
672 'gsl_cdf_gamma_Qinv (9.99000499833374992e-1, 1.0, 1.0)' =>0.001,
673 'gsl_cdf_gamma_Qinv (1.0, 1.0, 1.0)' =>0.0,
674 'gsl_cdf_chisq_Pinv (0.0, 13.0)' =>0.0,
675 'gsl_cdf_chisq_Pinv (1.86631102655845996e-25, 13.0)' =>0.001,
676 'gsl_cdf_chisq_Pinv (5.87882248504529790e-19, 13.0)' =>0.01,
677 'gsl_cdf_chisq_Pinv (1.78796983358555410e-12, 13.0)' =>0.1,
678 'gsl_cdf_chisq_Pinv (3.44611313779905183e-9, 13.0)' =>0.325,
679 'gsl_cdf_chisq_Pinv (3.83473473513595154e-6, 13.0)' =>1.0,
680 'gsl_cdf_chisq_Pinv (4.31718389201041932e-5, 13.0)' =>1.5,
681 'gsl_cdf_chisq_Pinv (2.26250084656047180e-4, 13.0)' =>2.0,
682 'gsl_cdf_chisq_Pinv (3.06065632019251110e-1, 13.0)' =>10.0,
683 'gsl_cdf_chisq_Pinv (9.04789743921908487e-1, 13.0)' =>20.0,
684 #'gsl_cdf_chisq_Pinv (9.99999999999998341e-1, 13.0)' =>100.0,
685 q{gsl_cdf_chisq_Pinv (1e0, 13.0)} => q{inf},
686 q{gsl_cdf_chisq_Qinv (0.0, 13.0)} => q{inf},
687 'gsl_cdf_chisq_Qinv (1.65902608070858809e-15, 13.0)' =>100.0,
688 'gsl_cdf_chisq_Qinv (9.52102560780915127e-2, 13.0)' =>20.0,
689 'gsl_cdf_chisq_Qinv (6.93934367980748892e-1, 13.0)' =>10.0,
690 'gsl_cdf_chisq_Qinv (9.99773749915343954e-1, 13.0)' =>2.0,
691 'gsl_cdf_chisq_Qinv (9.99956828161079894e-1, 13.0)' =>1.5,
692 'gsl_cdf_chisq_Qinv (9.99996165265264863e-1, 13.0)' =>1.0,
693 'gsl_cdf_chisq_Qinv (9.99999996553886862e-1, 13.0)' =>0.325,
694 'gsl_cdf_chisq_Qinv (9.99999999998212031e-1, 13.0)' =>0.1,
695 'gsl_cdf_chisq_Qinv (1.0, 13.0)' =>0.0,
696 'gsl_cdf_tdist_Pinv (0.5, 1.0)' =>0.0,
697 'gsl_cdf_tdist_Pinv (5.00318309780080559e-1, 1.0)' =>0.001,
698 'gsl_cdf_tdist_Pinv (5.03182992764908255e-1, 1.0)' =>0.01,
699 'gsl_cdf_tdist_Pinv (5.31725517430553569e-1, 1.0)' =>0.1,
700 'gsl_cdf_tdist_Pinv (6.00023120032852123e-1, 1.0)' =>0.325,
701 'gsl_cdf_tdist_Pinv (0.75000000000000000e0, 1.0)' =>1.0,
702 'gsl_cdf_tdist_Pinv (8.12832958189001183e-1, 1.0)' =>1.5,
703 'gsl_cdf_tdist_Pinv (8.52416382349566726e-1, 1.0)' =>2.0,
704 'gsl_cdf_tdist_Pinv (9.68274482569446430e-1, 1.0)' =>10.0,
705 'gsl_cdf_tdist_Pinv (9.84097748743823625e-1, 1.0)' =>20.0,
706 'gsl_cdf_tdist_Pinv (9.96817007235091745e-1, 1.0)' =>100.0,
707 'gsl_cdf_tdist_Pinv (9.99681690219919441e-1, 1.0)' =>1000.0,
708 'gsl_cdf_tdist_Pinv (9.99968169011487724e-1, 1.0)' =>10000.0,
709 'gsl_cdf_tdist_Pinv (4.99681690219919441e-1, 1.0)' =>-0.001,
710 'gsl_cdf_tdist_Pinv (4.96817007235091744e-1, 1.0)' =>-0.01,
711 'gsl_cdf_tdist_Pinv (4.68274482569446430e-1, 1.0)' =>-0.1,
712 'gsl_cdf_tdist_Pinv (3.99976879967147876e-1, 1.0)' =>-0.325,
713 'gsl_cdf_tdist_Pinv (0.25, 1.0)' =>-1.0,
714 'gsl_cdf_tdist_Pinv (1.87167041810998816e-1, 1.0)' =>-1.5,
715 'gsl_cdf_tdist_Pinv (1.47583617650433274e-1, 1.0)' =>-2.0,
716 'gsl_cdf_tdist_Pinv (3.17255174305535695e-2, 1.0)' =>-10.0,
717 'gsl_cdf_tdist_Pinv (1.59022512561763751e-2, 1.0)' =>-20.0,
718 'gsl_cdf_tdist_Pinv (3.18299276490825514e-3, 1.0)' =>-100.0,
719 'gsl_cdf_tdist_Pinv (3.18309780080558938e-4, 1.0)' =>-1000.0,
720 'gsl_cdf_tdist_Pinv (3.18309885122757724e-5, 1.0)' =>-10000.0,
721 'gsl_cdf_tdist_Qinv (0.5, 1.0)' =>0.0,
722 'gsl_cdf_tdist_Qinv (4.99681690219919441e-1, 1.0)' =>0.001,
723 'gsl_cdf_tdist_Qinv (4.96817007235091745e-1, 1.0)' =>0.01,
724 'gsl_cdf_tdist_Qinv (4.68274482569446430e-1, 1.0)' =>0.1,
725 'gsl_cdf_tdist_Qinv (3.99976879967147876e-1, 1.0)' =>0.325,
726 'gsl_cdf_tdist_Qinv (2.5e-1, 1.0)' =>1.0,
727 'gsl_cdf_tdist_Qinv (1.87167041810998816e-1, 1.0)' =>1.5,
728 'gsl_cdf_tdist_Qinv (1.47583617650433274e-1, 1.0)' =>2.0,
729 'gsl_cdf_tdist_Qinv (3.17255174305535695e-2, 1.0)' =>10.0,
730 'gsl_cdf_tdist_Qinv (1.59022512561763752e-2, 1.0)' =>20.0,
731 'gsl_cdf_tdist_Qinv (3.18299276490825515e-3, 1.0)' =>100.0,
732 'gsl_cdf_tdist_Qinv (3.18309780080558939e-4, 1.0)' =>1000.0,
733 'gsl_cdf_tdist_Qinv (3.18309885122757724e-5, 1.0)' =>10000.0,
734 'gsl_cdf_tdist_Pinv (4.99681690219919441e-1, 1.0)' =>-0.001,
735 'gsl_cdf_tdist_Pinv (4.96817007235091744e-1, 1.0)' =>-0.01,
736 'gsl_cdf_tdist_Pinv (4.68274482569446430e-1, 1.0)' =>-0.1,
737 'gsl_cdf_tdist_Pinv (3.99976879967147876e-1, 1.0)' =>-0.325,
738 'gsl_cdf_tdist_Pinv (0.25, 1.0)' =>-1.0,
739 'gsl_cdf_tdist_Pinv (1.87167041810998816e-1, 1.0)' =>-1.5,
740 'gsl_cdf_tdist_Pinv (1.47583617650433274e-1, 1.0)' =>-2.0,
741 'gsl_cdf_tdist_Pinv (3.17255174305535695e-2, 1.0)' =>-10.0,
742 'gsl_cdf_tdist_Pinv (1.59022512561763751e-2, 1.0)' =>-20.0,
743 'gsl_cdf_tdist_Pinv (3.18299276490825514e-3, 1.0)' =>-100.0,
744 'gsl_cdf_tdist_Pinv (3.18309780080558938e-4, 1.0)' =>-1000.0,
745 'gsl_cdf_tdist_Pinv (3.18309885122757724e-5, 1.0)' =>-10000.0,
747 'gsl_cdf_tdist_Qinv (5.00318309780080559e-1, 1.0)' =>-0.001,
748 'gsl_cdf_tdist_Qinv (5.03182992764908255e-1, 1.0)' =>-0.01,
749 'gsl_cdf_tdist_Qinv (5.31725517430553570e-1, 1.0)' =>-0.1,
750 'gsl_cdf_tdist_Qinv (6.00023120032852124e-1, 1.0)' =>-0.325,
751 'gsl_cdf_tdist_Qinv (7.5e-1, 1.0)' =>-1.0,
752 'gsl_cdf_tdist_Qinv (8.12832958189001184e-1, 1.0)' =>-1.5,
753 'gsl_cdf_tdist_Qinv (8.52416382349566726e-1, 1.0)' =>-2.0,
754 'gsl_cdf_tdist_Qinv (9.68274482569446430e-1, 1.0)' =>-10.0,
755 'gsl_cdf_tdist_Qinv (9.84097748743823625e-1, 1.0)' =>-20.0,
756 'gsl_cdf_tdist_Qinv (9.96817007235091745e-1, 1.0)' =>-100.0,
757 'gsl_cdf_tdist_Qinv (9.99681690219919441e-1, 1.0)' =>-1000.0,
759 #'gsl_cdf_tdist_Qinv (9.99968169011487724e-1, 1.0)' =>-10000.0,
760 'gsl_cdf_tdist_Pinv (4.99646446697795041e-01, 2.0)' =>-0.001,
761 'gsl_cdf_tdist_Pinv (4.96464554479100486e-01, 2.0)' =>-0.01,
762 'gsl_cdf_tdist_Pinv (4.64732719207070087e-01, 2.0)' =>-0.1,
763 'gsl_cdf_tdist_Pinv (3.88014227253126233e-01, 2.0)' =>-0.325,
764 'gsl_cdf_tdist_Pinv (2.11324865405187118e-01, 2.0)' =>-1.0,
765 'gsl_cdf_tdist_Pinv (1.36196562445500540e-01, 2.0)' =>-1.5,
766 'gsl_cdf_tdist_Pinv (9.17517095361369836e-02, 2.0)' =>-2.0,
767 'gsl_cdf_tdist_Pinv (4.92622851166284542e-03, 2.0)' =>-10.0,
768 'gsl_cdf_tdist_Pinv (1.24533194618354849e-03, 2.0)' =>-20.0,
769 'gsl_cdf_tdist_Pinv (4.99925012497812894e-05, 2.0)' =>-100.0,
770 'gsl_cdf_tdist_Pinv (4.99999250001249998e-07, 2.0)' =>-1000.0,
771 'gsl_cdf_tdist_Pinv (4.99999992500000125e-09, 2.0)' =>-10000.0,
773 'gsl_cdf_tdist_Qinv (5.00353553302204959e-1, 2.0)' =>-0.001,
774 'gsl_cdf_tdist_Qinv (5.03535445520899514e-1, 2.0)' =>-0.01,
775 'gsl_cdf_tdist_Qinv (5.35267280792929913e-1, 2.0)' =>-0.1,
776 'gsl_cdf_tdist_Qinv (6.11985772746873767e-1, 2.0)' =>-0.325,
777 'gsl_cdf_tdist_Qinv (7.88675134594812882e-1, 2.0)' =>-1.0,
778 'gsl_cdf_tdist_Qinv (8.63803437554499460e-1, 2.0)' =>-1.5,
779 'gsl_cdf_tdist_Qinv (9.08248290463863016e-1, 2.0)' =>-2.0,
780 'gsl_cdf_tdist_Qinv (9.95073771488337155e-1, 2.0)' =>-10.0,
781 'gsl_cdf_tdist_Qinv (9.98754668053816452e-1, 2.0)' =>-20.0,
782 'gsl_cdf_tdist_Qinv (9.99950007498750219e-1, 2.0)' =>-100.0,
783 'gsl_cdf_tdist_Qinv (9.99999500000749999e-1, 2.0)' =>-1000.0,
784 #'gsl_cdf_tdist_Qinv (9.99999995000000075e-1, 2.0)' =>-10000.0,
786 'gsl_cdf_tdist_Pinv (5.00000000000000000e-01, 300.0)' =>0.0,
787 'gsl_cdf_tdist_Pinv (5.00398609900942949e-01, 300.0)' =>0.001,
788 'gsl_cdf_tdist_Pinv (5.03986033020559088e-01, 300.0)' =>0.01,
789 'gsl_cdf_tdist_Pinv (5.39794441177768194e-01, 300.0)' =>0.1,
790 'gsl_cdf_tdist_Pinv (6.27296201542523812e-01, 300.0)' =>0.325,
791 'gsl_cdf_tdist_Pinv (8.40941797784686861e-01, 300.0)' =>1.0,
792 'gsl_cdf_tdist_Pinv (9.32666983425369137e-01, 300.0)' =>1.5,
793 'gsl_cdf_tdist_Pinv (9.76799239508425455e-01, 300.0)' =>2.0,
794 q{gsl_cdf_tdist_Pinv (1.00000000000000000e+00, 300.0)} => q{inf},
795 'gsl_cdf_tdist_Qinv (5.00000000000000000e-01, 300.0)' =>0.0,
796 'gsl_cdf_tdist_Qinv (4.99601390099057051e-1, 300.0)' =>0.001,
797 'gsl_cdf_tdist_Qinv (4.96013966979440912e-1, 300.0)' =>0.01,
798 'gsl_cdf_tdist_Qinv (4.60205558822231806e-1, 300.0)' =>0.1,
799 'gsl_cdf_tdist_Qinv (3.72703798457476188e-1, 300.0)' =>0.325,
800 'gsl_cdf_tdist_Qinv (1.59058202215313138e-1, 300.0)' =>1.0,
801 'gsl_cdf_tdist_Qinv (6.73330165746308628e-2, 300.0)' =>1.5,
802 'gsl_cdf_tdist_Qinv (2.32007604915745452e-2, 300.0)' =>2.0,
803 'gsl_cdf_tdist_Qinv (8.279313677e-21, 300.0)' =>10.0,
804 'gsl_cdf_tdist_Qinv (1.93159812815803978e-57, 300.0)' =>20.0,
805 'gsl_cdf_tdist_Qinv (1.02557519997736154e-232, 300.0)' =>100.0,
806 q{gsl_cdf_tdist_Qinv (0.00000000000000000e+00, 300.0)} => q{inf},
807 'gsl_cdf_tdist_Pinv (4.99601390099057051e-01, 300.0)' =>-0.001,
808 'gsl_cdf_tdist_Pinv (4.96013966979440912e-01, 300.0)' =>-0.01,
809 'gsl_cdf_tdist_Pinv (4.60205558822231806e-01, 300.0)' =>-0.1,
810 'gsl_cdf_tdist_Pinv (3.72703798457476188e-01, 300.0)' =>-0.325,
811 'gsl_cdf_tdist_Pinv (1.59058202215313138e-01, 300.0)' =>-1.0,
812 'gsl_cdf_tdist_Pinv (6.73330165746308628e-02, 300.0)' =>-1.5,
813 'gsl_cdf_tdist_Pinv (2.32007604915745452e-02, 300.0)' =>-2.0,
814 'gsl_cdf_tdist_Pinv (8.279313675556272534e-21, 300.0)' =>-10.0,
815 'gsl_cdf_tdist_Pinv (1.93159812815803978e-57, 300.0)' =>-20.0,
816 'gsl_cdf_tdist_Pinv (1.02557519997736154e-232, 300.0)' =>-100.0,
817 q{gsl_cdf_tdist_Pinv (0.0, 300.0)} => q{-inf},
818 'gsl_cdf_tdist_Qinv (5.00398609900942949e-1, 300.0)' =>-0.001,
819 'gsl_cdf_tdist_Qinv (5.03986033020559088e-1, 300.0)' =>-0.01,
820 'gsl_cdf_tdist_Qinv (5.39794441177768194e-1, 300.0)' =>-0.1,
821 'gsl_cdf_tdist_Qinv (6.27296201542523812e-1, 300.0)' =>-0.325,
822 'gsl_cdf_tdist_Qinv (8.40941797784686862e-1, 300.0)' =>-1.0,
823 'gsl_cdf_tdist_Qinv (9.32666983425369137e-1, 300.0)' =>-1.5,
824 'gsl_cdf_tdist_Qinv (9.76799239508425455e-1, 300.0)' =>-2.0,
825 q{gsl_cdf_tdist_Qinv (1.000000000000000000e0, 300.0)} => q{-inf},
826 };
827 $gsl->verify_results($results, 'Math::GSL::CDF', 1e-5);
828 }