Index: /trunk/psLib/test/math/tst_psMinimizeLMM.c
===================================================================
--- /trunk/psLib/test/math/tst_psMinimizeLMM.c	(revision 7180)
+++ /trunk/psLib/test/math/tst_psMinimizeLMM.c	(revision 7181)
@@ -15,4 +15,5 @@
 #define NUM_DATA_POINTS 300
 #define NUM_PARAMS 3
+#define VERBOSE 0
 float expectedParm[NUM_PARAMS];
 
@@ -96,5 +97,8 @@
         coordinates->data.F32[i] = function(params, x) + 0.1 * (2.0 * psRandomGaussian(rng) - 1.0);
         errors->data.F32[i] = 0.1;
-        printf("Data %ld: (%f, %f) --> %f\n", i, x->data.F32[0], x->data.F32[1], coordinates->data.F32[i]);
+        if (VERBOSE) {
+            printf("Data %ld: (%f, %f) --> %f\n",
+                   i, x->data.F32[0], x->data.F32[1], coordinates->data.F32[i]);
+        }
     }
 
@@ -118,5 +122,7 @@
             float expected = function(params, x);
             diff += (fitted - expected) / fabsf(expected);
-            printf("Data point %ld: Fitted: %f, expected: %f\n", i, fitted, expected);
+            if (VERBOSE) {
+                printf("Data point %ld: Fitted: %f, expected: %f\n", i, fitted, expected);
+            }
             fflush(stdout);
         }
Index: /trunk/psLib/test/math/verified/tst_psMinimizeLMM.stdout
===================================================================
--- /trunk/psLib/test/math/verified/tst_psMinimizeLMM.stdout	(revision 7180)
+++ /trunk/psLib/test/math/verified/tst_psMinimizeLMM.stdout	(revision 7181)
@@ -1,302 +1,2 @@
-Data 0: (-1.607952, 2.938156) --> 14.915119
-Data 1: (-2.917471, -4.776142) --> 10.048795
-Data 2: (4.831181, -0.584156) --> 9.910620
-Data 3: (-0.062582, -0.397226) --> 116.390076
-Data 4: (0.741805, 3.199503) --> 44.641945
-Data 5: (4.943383, -1.955886) --> 9.646750
-Data 6: (-3.938910, -4.029457) --> 10.006335
-Data 7: (-3.103569, 0.152028) --> 9.743058
-Data 8: (4.765649, -0.450591) --> 10.010245
-Data 9: (0.859815, -0.507086) --> 60.573246
-Data 10: (2.535213, 3.850674) --> 10.276900
-Data 11: (-4.842893, 4.222429) --> 9.795783
-Data 12: (3.261845, 3.617134) --> 9.906511
-Data 13: (3.743864, 2.122432) --> 9.680646
-Data 14: (3.501480, 1.435504) --> 9.922986
-Data 15: (0.295352, 1.476444) --> 97.395874
-Data 16: (-3.165058, -3.169974) --> 9.616321
-Data 17: (1.178554, -3.622115) --> 22.655794
-Data 18: (2.397498, -4.894575) --> 9.672775
-Data 19: (-3.424152, 3.133412) --> 9.906179
-Data 20: (-2.878382, -3.295761) --> 9.628379
-Data 21: (2.198263, 0.411677) --> 10.486511
-Data 22: (-0.298743, 1.820460) --> 91.261787
-Data 23: (-0.523008, -0.639266) --> 90.156700
-Data 24: (2.151478, -0.677952) --> 10.986028
-Data 25: (-4.672332, 2.299587) --> 9.665112
-Data 26: (3.962257, -0.454061) --> 9.803503
-Data 27: (2.985017, 1.153184) --> 10.307718
-Data 28: (2.726651, -3.827587) --> 9.930423
-Data 29: (4.392007, -0.230060) --> 9.923448
-Data 30: (1.413013, 3.062370) --> 18.392639
-Data 31: (-2.532387, 2.670787) --> 9.890000
-Data 32: (-0.561432, -1.758549) --> 75.832787
-Data 33: (2.403198, -0.917564) --> 10.365648
-Data 34: (-2.691368, 0.668799) --> 9.988734
-Data 35: (3.693867, -2.428250) --> 9.887934
-Data 36: (-3.284057, -0.759406) --> 9.655124
-Data 37: (-3.350726, -2.328768) --> 10.001600
-Data 38: (-0.798400, 0.916604) --> 64.059654
-Data 39: (-1.030724, 2.564963) --> 35.429153
-Data 40: (2.128133, -3.127067) --> 10.366622
-Data 41: (0.044208, 2.084251) --> 94.161987
-Data 42: (4.572828, -2.617155) --> 9.920724
-Data 43: (4.275529, -3.171934) --> 9.649128
-Data 44: (3.163350, 3.862349) --> 9.741045
-Data 45: (-0.916999, -3.566785) --> 32.317146
-Data 46: (2.464795, -1.589152) --> 10.355363
-Data 47: (-4.291642, -3.604704) --> 9.623546
-Data 48: (-1.862414, -3.184031) --> 11.654434
-Data 49: (0.968376, 4.066615) --> 26.159100
-Data 50: (-2.500559, -0.712805) --> 9.998688
-Data 51: (-1.084022, -3.182717) --> 28.528934
-Data 52: (-1.822352, 4.898054) --> 11.015708
-Data 53: (4.603312, 4.834456) --> 9.816592
-Data 54: (1.499951, 4.613036) --> 13.666471
-Data 55: (1.971350, -1.563023) --> 11.796788
-Data 56: (-1.166894, 1.843642) --> 32.480328
-Data 57: (4.703631, -4.874093) --> 10.227362
-Data 58: (0.128294, 4.219879) --> 48.687855
-Data 59: (0.077999, 2.650065) --> 81.562614
-Data 60: (-0.364293, 2.511482) --> 75.855499
-Data 61: (-4.786677, 3.790488) --> 9.634778
-Data 62: (1.376295, -0.148989) --> 25.762865
-Data 63: (-0.124040, 3.693268) --> 58.263283
-Data 64: (1.386865, -1.952440) --> 22.532745
-Data 65: (0.585724, -3.831620) --> 43.344547
-Data 66: (3.641814, -4.361034) --> 9.969757
-Data 67: (-0.008092, 2.631497) --> 82.816353
-Data 68: (4.764072, 2.698880) --> 9.886700
-Data 69: (2.441938, -3.489142) --> 9.903090
-Data 70: (3.904981, -2.497189) --> 10.113880
-Data 71: (3.965975, -1.791027) --> 10.333033
-Data 72: (-2.439161, -4.736563) --> 10.048465
-Data 73: (-2.242197, -1.869005) --> 10.012057
-Data 74: (0.454515, 4.147647) --> 42.853310
-Data 75: (-0.667745, -1.064471) --> 74.795769
-Data 76: (-1.853124, -3.525222) --> 11.716496
-Data 77: (0.257179, -4.759996) --> 36.973339
-Data 78: (-1.741513, -4.392631) --> 11.458545
-Data 79: (3.023163, 0.335846) --> 9.800499
-Data 80: (3.347717, 1.717078) --> 9.876189
-Data 81: (-2.528090, 4.605511) --> 10.153288
-Data 82: (-2.728406, 4.310305) --> 9.900084
-Data 83: (-2.855069, -3.775790) --> 9.581859
-Data 84: (-0.640977, -2.795202) --> 56.036839
-Data 85: (4.300957, 1.185928) --> 10.038453
-Data 86: (3.164977, -1.988380) --> 9.638104
-Data 87: (3.950473, 1.162434) --> 9.892159
-Data 88: (2.663557, 3.380499) --> 9.817620
-Data 89: (-0.058929, -0.955970) --> 111.849182
-Data 90: (1.179687, 4.734261) --> 17.429752
-Data 91: (-3.069207, -2.451636) --> 10.027589
-Data 92: (1.567861, -4.301075) --> 12.937694
-Data 93: (4.688351, -2.014678) --> 9.961133
-Data 94: (-4.663216, 3.871842) --> 9.999372
-Data 95: (3.432624, 0.517199) --> 9.765152
-Data 96: (0.495330, -2.807545) --> 63.738628
-Data 97: (2.328965, -3.272618) --> 9.811205
-Data 98: (-0.494420, -4.166894) --> 41.534481
-Data 99: (-3.323992, 0.017886) --> 9.805865
-Data 100: (-2.083247, 3.551672) --> 10.758147
-Data 101: (-4.245475, 0.201439) --> 9.748216
-Data 102: (-2.878134, -0.579461) --> 9.494657
-Data 103: (2.620931, -2.714887) --> 9.735590
-Data 104: (-1.572783, 4.906482) --> 12.034108
-Data 105: (-0.089929, 3.559872) --> 61.568127
-Data 106: (3.474483, 1.918818) --> 9.772739
-Data 107: (3.834643, -3.901417) --> 10.022880
-Data 108: (2.710392, -4.399910) --> 10.079373
-Data 109: (-4.533702, 0.584872) --> 9.922287
-Data 110: (2.491489, -3.881166) --> 10.216705
-Data 111: (-3.297321, -3.579477) --> 10.125117
-Data 112: (4.884133, -4.635977) --> 9.943673
-Data 113: (-4.860993, -3.869085) --> 9.882202
-Data 114: (-1.537947, -0.416800) --> 19.889488
-Data 115: (4.775635, 4.976795) --> 9.894888
-Data 116: (-2.509500, 2.710917) --> 10.039906
-Data 117: (0.818549, -2.158993) --> 52.171967
-Data 118: (1.451664, -2.612399) --> 18.534885
-Data 119: (0.376444, 3.395520) --> 58.476753
-Data 120: (1.050421, -1.881473) --> 39.186798
-Data 121: (-2.322159, -4.368162) --> 9.828702
-Data 122: (-1.162005, -2.076845) --> 32.009209
-Data 123: (2.402590, 0.294248) --> 10.296792
-Data 124: (4.457906, -0.773561) --> 9.879748
-Data 125: (-1.172415, -3.691092) --> 22.648693
-Data 126: (-1.460517, -1.008967) --> 22.122166
-Data 127: (4.659022, 2.367293) --> 9.948838
-Data 128: (-2.441752, 3.978275) --> 10.004112
-Data 129: (-0.023832, 2.980235) --> 74.651283
-Data 130: (0.322597, 0.923928) --> 102.456131
-Data 131: (4.763393, -0.042829) --> 9.972934
-Data 132: (4.420749, -1.490006) --> 9.569577
-Data 133: (-3.954323, -0.698909) --> 9.874063
-Data 134: (4.633878, 1.608811) --> 9.817112
-Data 135: (-4.405792, -3.536761) --> 9.922524
-Data 136: (4.201395, -2.199807) --> 9.766288
-Data 137: (-3.631705, -0.290295) --> 9.931226
-Data 138: (-0.572847, 1.030414) --> 83.154877
-Data 139: (0.496974, -1.836256) --> 79.422867
-Data 140: (-2.660388, 0.198466) --> 9.736663
-Data 141: (-1.976167, 4.154436) --> 11.141316
-Data 142: (2.073297, 3.082071) --> 10.818559
-Data 143: (4.546713, 1.419581) --> 9.667636
-Data 144: (-4.753047, 0.154099) --> 9.746387
-Data 145: (-1.256037, -4.883450) --> 15.577219
-Data 146: (0.223334, -3.911612) --> 52.776234
-Data 147: (3.359776, 3.298720) --> 9.941622
-Data 148: (-1.528328, 2.344633) --> 17.322102
-Data 149: (1.919085, -2.653319) --> 11.858312
-Data 150: (4.364676, -4.051324) --> 9.774801
-Data 151: (-4.954493, 2.179377) --> 10.045100
-Data 152: (4.320254, 0.208586) --> 9.935234
-Data 153: (-4.712541, -1.972161) --> 9.922984
-Data 154: (4.249554, 3.888050) --> 9.989806
-Data 155: (-4.557182, 2.126683) --> 9.802512
-Data 156: (-0.001727, -2.850051) --> 77.447624
-Data 157: (2.426352, -2.980528) --> 10.053392
-Data 158: (-2.437017, -0.027450) --> 10.131536
-Data 159: (-1.698755, -4.592264) --> 11.905350
-Data 160: (-0.951165, 3.431326) --> 32.406784
-Data 161: (-3.328806, -1.058336) --> 9.839832
-Data 162: (-3.629761, -0.691076) --> 9.708124
-Data 163: (-0.950895, 0.255347) --> 53.390881
-Data 164: (-0.308165, -2.864011) --> 71.616371
-Data 165: (-2.290538, 1.277012) --> 10.150318
-Data 166: (0.549934, 0.791030) --> 87.117592
-Data 167: (-1.539787, -0.853369) --> 19.299051
-Data 168: (4.704358, 1.730129) --> 9.620715
-Data 169: (4.557162, 0.730458) --> 10.098234
-Data 170: (-3.768334, -1.530628) --> 9.841559
-Data 171: (0.258247, -3.825715) --> 53.612347
-Data 172: (3.196583, 3.887366) --> 9.754653
-Data 173: (4.589241, 0.492445) --> 10.228946
-Data 174: (-3.283042, -3.385824) --> 10.047459
-Data 175: (3.907566, 4.475926) --> 10.116799
-Data 176: (-1.959762, 0.409937) --> 12.293342
-Data 177: (2.023980, -1.114034) --> 11.560396
-Data 178: (-3.015332, 3.684431) --> 9.790188
-Data 179: (-3.001685, 3.227194) --> 9.942699
-Data 180: (0.301076, -3.468887) --> 59.780613
-Data 181: (-4.379233, 2.945722) --> 10.003488
-Data 182: (3.993105, 1.220741) --> 10.020941
-Data 183: (-4.460328, -3.063325) --> 9.991086
-Data 184: (4.258637, 0.870148) --> 9.966528
-Data 185: (1.707536, 1.490819) --> 15.024376
-Data 186: (0.199262, -1.227801) --> 104.875488
-Data 187: (-0.366420, -1.787723) --> 88.157379
-Data 188: (-0.982700, -1.953539) --> 42.983334
-Data 189: (-4.415173, -0.356764) --> 10.010436
-Data 190: (0.509096, -3.519564) --> 50.863876
-Data 191: (2.828700, 3.000510) --> 9.864435
-Data 192: (1.587620, 2.259381) --> 16.599575
-Data 193: (3.452661, -1.734955) --> 9.599348
-Data 194: (0.054417, -2.241779) --> 90.677032
-Data 195: (4.685097, 1.908358) --> 9.886425
-Data 196: (-2.105442, 0.932247) --> 11.156301
-Data 197: (-2.553875, 4.605276) --> 9.819633
-Data 198: (1.368395, -3.580762) --> 17.868053
-Data 199: (-1.021648, 3.853466) --> 25.993385
-Data 200: (2.046187, 2.264062) --> 11.032767
-Data 201: (0.455080, 0.182241) --> 97.415428
-Data 202: (-0.112930, 0.648470) --> 113.308273
-Data 203: (4.221606, -1.335055) --> 9.702157
-Data 204: (-4.423336, 2.419283) --> 9.790791
-Data 205: (-3.166015, 4.740045) --> 9.670051
-Data 206: (-3.857630, 0.114166) --> 9.827770
-Data 207: (-1.730258, -0.459008) --> 14.966909
-Data 208: (-1.614912, 1.287250) --> 16.945795
-Data 209: (2.854726, 2.550196) --> 10.191669
-Data 210: (2.884535, -4.037146) --> 9.987530
-Data 211: (-3.683921, -4.371965) --> 9.988519
-Data 212: (1.119936, -2.268413) --> 32.830376
-Data 213: (0.410578, -1.047360) --> 95.469604
-Data 214: (-1.777588, -2.432278) --> 13.233662
-Data 215: (-4.653204, -4.327722) --> 9.551497
-Data 216: (-1.737704, 3.140918) --> 13.041762
-Data 217: (-0.658171, -2.708900) --> 55.743206
-Data 218: (1.667844, 1.560850) --> 15.843341
-Data 219: (4.711987, 3.086097) --> 9.699716
-Data 220: (-4.268672, 2.041955) --> 9.919734
-Data 221: (-4.331808, 2.660405) --> 10.013086
-Data 222: (-2.543892, -4.472288) --> 9.525457
-Data 223: (-1.408032, 3.358197) --> 17.523880
-Data 224: (-4.413488, -4.471467) --> 9.783303
-Data 225: (1.313689, -4.543121) --> 15.878507
-Data 226: (-2.557356, -0.532650) --> 10.366612
-Data 227: (-1.521373, -4.267749) --> 13.874440
-Data 228: (-3.189917, -2.611787) --> 9.524108
-Data 229: (4.117945, 4.157563) --> 9.758093
-Data 230: (1.151801, 1.759144) --> 33.930595
-Data 231: (-1.536933, 2.732614) --> 16.378433
-Data 232: (-0.724325, 0.736041) --> 71.870056
-Data 233: (2.749828, -1.630428) --> 9.791053
-Data 234: (-3.246055, 2.989250) --> 9.935388
-Data 235: (4.070397, -1.881703) --> 9.813269
-Data 236: (-1.173389, -2.247561) --> 30.864285
-Data 237: (-4.866221, -2.178344) --> 9.716918
-Data 238: (-3.105576, -2.630291) --> 10.083011
-Data 239: (-3.860499, -2.066927) --> 9.844617
-Data 240: (-4.435385, -2.088824) --> 9.855478
-Data 241: (-1.619108, -3.999650) --> 12.756787
-Data 242: (-4.260270, -4.119256) --> 9.856574
-Data 243: (-1.600866, -3.238684) --> 14.333072
-Data 244: (-2.971712, -4.117230) --> 9.923450
-Data 245: (0.353468, -1.432103) --> 94.860291
-Data 246: (4.075559, 4.178449) --> 10.192670
-Data 247: (-2.527778, 4.265225) --> 9.848802
-Data 248: (-4.496593, -0.212997) --> 9.973637
-Data 249: (-2.870884, 2.373275) --> 9.995363
-Data 250: (-3.489010, -3.874717) --> 9.873791
-Data 251: (1.455119, -0.710877) --> 22.672613
-Data 252: (3.818199, 2.338632) --> 9.698982
-Data 253: (-2.167166, 1.637269) --> 10.328133
-Data 254: (2.747416, -4.832457) --> 10.119241
-Data 255: (2.822029, -1.195221) --> 9.901986
-Data 256: (-0.813728, 4.660855) --> 25.968517
-Data 257: (1.847149, 3.324509) --> 11.850965
-Data 258: (-0.822724, -0.193619) --> 64.907814
-Data 259: (2.513673, -4.857888) --> 9.956303
-Data 260: (-4.513127, 3.637620) --> 10.248024
-Data 261: (1.412612, 2.983112) --> 18.542864
-Data 262: (-2.015846, 0.513158) --> 11.488807
-Data 263: (-3.577914, -0.865748) --> 9.684895
-Data 264: (3.746680, -3.140835) --> 10.011850
-Data 265: (1.680978, -0.948188) --> 15.905864
-Data 266: (1.006222, -1.536100) --> 44.150249
-Data 267: (1.824311, 1.440326) --> 13.413774
-Data 268: (4.735077, -1.682215) --> 9.534038
-Data 269: (3.020729, 2.255161) --> 10.252516
-Data 270: (4.364346, -3.068411) --> 9.559371
-Data 271: (1.336043, -3.226737) --> 19.726347
-Data 272: (1.644682, -3.873915) --> 12.872199
-Data 273: (4.780219, -0.800659) --> 9.949009
-Data 274: (2.611853, -4.093434) --> 9.812721
-Data 275: (-3.162570, -0.641250) --> 9.933869
-Data 276: (-1.607697, -3.181507) --> 14.431198
-Data 277: (4.749119, 0.149227) --> 10.178061
-Data 278: (0.531145, -4.727239) --> 32.717957
-Data 279: (1.832758, -2.267976) --> 12.768776
-Data 280: (-2.527194, 1.283888) --> 9.818678
-Data 281: (1.648953, -4.349158) --> 12.588859
-Data 282: (3.729167, 2.089451) --> 9.686254
-Data 283: (2.806945, 1.883862) --> 10.327212
-Data 284: (0.269112, 4.986760) --> 33.629677
-Data 285: (0.089241, -4.754964) --> 39.372452
-Data 286: (-2.402974, 4.993064) --> 10.170774
-Data 287: (-0.946024, -4.953916) --> 20.676426
-Data 288: (0.016480, -1.677353) --> 101.890030
-Data 289: (4.775460, -1.904462) --> 9.843307
-Data 290: (0.757875, -3.402704) --> 41.147034
-Data 291: (0.071240, -4.257162) --> 48.180836
-Data 292: (-4.949531, -1.620044) --> 9.983303
-Data 293: (-0.514929, 0.114439) --> 92.368767
-Data 294: (3.650278, -1.357263) --> 10.098334
-Data 295: (-2.342899, -4.004568) --> 10.082489
-Data 296: (2.220803, -3.515839) --> 10.218992
-Data 297: (-2.532390, -1.813386) --> 10.044090
-Data 298: (1.830650, 2.203475) --> 13.107254
-Data 299: (4.953770, 4.338600) --> 10.077540
 Minimisation took 17 iterations
 chi^2 at the minimum is 1.127871
@@ -304,304 +4,4 @@
 Parameter 1 at the minimum is 2.961946, expected: 3.000000
 Parameter 2 at the minimum is 9.881010, expected: 10.000000
-Data point 0: Fitted: 14.664875, expected: 14.849792
-Data point 1: Fitted: 10.005663, expected: 9.886921
-Data point 2: Fitted: 10.000000, expected: 9.881010
-Data point 3: Fitted: 108.739761, expected: 116.341858
-Data point 4: Fitted: 42.661045, expected: 44.589767
-Data point 5: Fitted: 10.000000, expected: 9.881010
-Data point 6: Fitted: 10.000008, expected: 9.881018
-Data point 7: Fitted: 10.006550, expected: 9.888074
-Data point 8: Fitted: 10.000000, expected: 9.881010
-Data point 9: Fitted: 57.068436, expected: 60.622780
-Data point 10: Fitted: 10.070942, expected: 9.955904
-Data point 11: Fitted: 10.000000, expected: 9.881010
-Data point 12: Fitted: 10.001158, expected: 9.882236
-Data point 13: Fitted: 10.000064, expected: 9.881079
-Data point 14: Fitted: 10.000422, expected: 9.881464
-Data point 15: Fitted: 91.193260, expected: 97.169334
-Data point 16: Fitted: 10.002552, expected: 9.883723
-Data point 17: Fitted: 22.028833, expected: 22.611166
-Data point 18: Fitted: 10.084267, expected: 9.968812
-Data point 19: Fitted: 10.000469, expected: 9.881509
-Data point 20: Fitted: 10.013796, expected: 9.895658
-Data point 21: Fitted: 10.789303, expected: 10.732019
-Data point 22: Fitted: 86.081650, expected: 91.540833
-Data point 23: Fitted: 84.360832, expected: 90.027695
-Data point 24: Fitted: 10.951968, expected: 10.906975
-Data point 25: Fitted: 10.000000, expected: 9.881010
-Data point 26: Fitted: 10.000015, expected: 9.881026
-Data point 27: Fitted: 10.012537, expected: 9.894506
-Data point 28: Fitted: 10.026164, expected: 9.908639
-Data point 29: Fitted: 10.000000, expected: 9.881010
-Data point 30: Fitted: 18.065193, expected: 18.462440
-Data point 31: Fitted: 10.110350, expected: 9.998802
-Data point 32: Fitted: 71.446022, expected: 75.853142
-Data point 33: Fitted: 10.296128, expected: 10.199981
-Data point 34: Fitted: 10.069729, expected: 9.956161
-Data point 35: Fitted: 10.000086, expected: 9.881102
-Data point 36: Fitted: 10.002006, expected: 9.883171
-Data point 37: Fitted: 10.000984, expected: 9.882064
-Data point 38: Fitted: 60.453461, expected: 64.226440
-Data point 39: Fitted: 33.981327, expected: 35.500145
-Data point 40: Fitted: 10.626861, expected: 10.547611
-Data point 41: Fitted: 88.404144, expected: 93.909157
-Data point 42: Fitted: 10.000000, expected: 9.881010
-Data point 43: Fitted: 10.000001, expected: 9.881011
-Data point 44: Fitted: 10.001968, expected: 9.883088
-Data point 45: Fitted: 31.274471, expected: 32.408730
-Data point 46: Fitted: 10.199820, expected: 10.095723
-Data point 47: Fitted: 10.000001, expected: 9.881011
-Data point 48: Fitted: 11.774220, expected: 11.766733
-Data point 49: Fitted: 25.621929, expected: 26.332773
-Data point 50: Fitted: 10.187148, expected: 10.082691
-Data point 51: Fitted: 27.589552, expected: 28.576231
-Data point 52: Fitted: 10.952536, expected: 10.873459
-Data point 53: Fitted: 10.000000, expected: 9.881010
-Data point 54: Fitted: 13.231965, expected: 13.261543
-Data point 55: Fitted: 11.791806, expected: 11.806597
-Data point 56: Fitted: 31.214706, expected: 32.648361
-Data point 57: Fitted: 10.000000, expected: 9.881010
-Data point 58: Fitted: 46.576729, expected: 48.330460
-Data point 59: Fitted: 77.284393, expected: 81.714790
-Data point 60: Fitted: 71.685059, expected: 75.804581
-Data point 61: Fitted: 10.000000, expected: 9.881010
-Data point 62: Fitted: 25.025490, expected: 26.084597
-Data point 63: Fitted: 56.154476, expected: 58.689934
-Data point 64: Fitted: 21.822399, expected: 22.561131
-Data point 65: Fitted: 41.389370, expected: 43.026047
-Data point 66: Fitted: 10.000060, expected: 9.881073
-Data point 67: Fitted: 78.060356, expected: 82.553459
-Data point 68: Fitted: 10.000000, expected: 9.881010
-Data point 69: Fitted: 10.130781, expected: 10.019605
-Data point 70: Fitted: 10.000017, expected: 9.881028
-Data point 71: Fitted: 10.000012, expected: 9.881023
-Data point 72: Fitted: 10.074965, expected: 9.959291
-Data point 73: Fitted: 10.539915, expected: 10.460361
-Data point 74: Fitted: 41.276459, expected: 42.787384
-Data point 75: Fitted: 70.119690, expected: 74.611084
-Data point 76: Fitted: 11.617208, expected: 11.594210
-Data point 77: Fitted: 36.583099, expected: 37.631111
-Data point 78: Fitted: 11.649294, expected: 11.611046
-Data point 79: Fitted: 10.010667, expected: 9.892511
-Data point 80: Fitted: 10.001152, expected: 9.882248
-Data point 81: Fitted: 10.051589, expected: 9.934976
-Data point 82: Fitted: 10.020834, expected: 9.902886
-Data point 83: Fitted: 10.013059, expected: 9.894808
-Data point 84: Fitted: 52.959370, expected: 55.693001
-Data point 85: Fitted: 10.000001, expected: 9.881011
-Data point 86: Fitted: 10.003583, expected: 9.884852
-Data point 87: Fitted: 10.000015, expected: 9.881026
-Data point 88: Fitted: 10.043970, expected: 9.927657
-Data point 89: Fitted: 104.720123, expected: 111.897026
-Data point 90: Fitted: 17.158705, expected: 17.356609
-Data point 91: Fitted: 10.005807, expected: 9.887218
-Data point 92: Fitted: 13.062542, expected: 13.097156
-Data point 93: Fitted: 10.000000, expected: 9.881010
-Data point 94: Fitted: 10.000000, expected: 9.881010
-Data point 95: Fitted: 10.000752, expected: 9.881821
-Data point 96: Fitted: 60.496899, expected: 63.725693
-Data point 97: Fitted: 10.243191, expected: 10.139273
-Data point 98: Fitted: 39.847687, expected: 41.276932
-Data point 99: Fitted: 10.001591, expected: 9.882725
-Data point 100: Fitted: 10.646912, expected: 10.566136
-Data point 101: Fitted: 10.000002, expected: 9.881012
-Data point 102: Fitted: 10.024795, expected: 9.907737
-Data point 103: Fitted: 10.069004, expected: 9.954643
-Data point 104: Fitted: 12.212458, expected: 12.185902
-Data point 105: Fitted: 59.060028, expected: 61.834763
-Data point 106: Fitted: 10.000466, expected: 9.881510
-Data point 107: Fitted: 10.000018, expected: 9.881029
-Data point 108: Fitted: 10.022003, expected: 9.904088
-Data point 109: Fitted: 10.000000, expected: 9.881010
-Data point 110: Fitted: 10.087230, expected: 9.973068
-Data point 111: Fitted: 10.000931, expected: 9.881996
-Data point 112: Fitted: 10.000000, expected: 9.881010
-Data point 113: Fitted: 10.000000, expected: 9.881010
-Data point 114: Fitted: 19.302086, expected: 19.910255
-Data point 115: Fitted: 10.000000, expected: 9.881010
-Data point 116: Fitted: 10.122371, expected: 10.011593
-Data point 117: Fitted: 49.495636, expected: 52.190422
-Data point 118: Fitted: 18.320288, expected: 18.766399
-Data point 119: Fitted: 55.737991, expected: 58.396393
-Data point 120: Fitted: 37.251854, expected: 39.121429
-Data point 121: Fitted: 10.157662, expected: 10.046442
-Data point 122: Fitted: 30.394970, expected: 31.739899
-Data point 123: Fitted: 10.309723, expected: 10.214986
-Data point 124: Fitted: 10.000000, expected: 9.881010
-Data point 125: Fitted: 21.866467, expected: 22.430233
-Data point 126: Fitted: 21.195419, expected: 21.936962
-Data point 127: Fitted: 10.000000, expected: 9.881010
-Data point 128: Fitted: 10.106859, expected: 9.993660
-Data point 129: Fitted: 71.018005, expected: 74.850952
-Data point 130: Fitted: 95.942375, expected: 102.451172
-Data point 131: Fitted: 10.000000, expected: 9.881010
-Data point 132: Fitted: 10.000000, expected: 9.881010
-Data point 133: Fitted: 10.000016, expected: 9.881027
-Data point 134: Fitted: 10.000000, expected: 9.881010
-Data point 135: Fitted: 10.000000, expected: 9.881010
-Data point 136: Fitted: 10.000002, expected: 9.881012
-Data point 137: Fitted: 10.000186, expected: 9.881211
-Data point 138: Fitted: 77.899590, expected: 82.995087
-Data point 139: Fitted: 74.771286, expected: 79.395447
-Data point 140: Fitted: 10.084189, expected: 9.971799
-Data point 141: Fitted: 10.771888, expected: 10.693058
-Data point 142: Fitted: 10.801620, expected: 10.733792
-Data point 143: Fitted: 10.000000, expected: 9.881010
-Data point 144: Fitted: 10.000000, expected: 9.881010
-Data point 145: Fitted: 15.488467, expected: 15.600632
-Data point 146: Fitted: 50.660328, expected: 52.777351
-Data point 147: Fitted: 10.000684, expected: 9.881737
-Data point 148: Fitted: 17.127615, expected: 17.507248
-Data point 149: Fitted: 11.700913, expected: 11.696884
-Data point 150: Fitted: 10.000000, expected: 9.881010
-Data point 151: Fitted: 10.000000, expected: 9.881010
-Data point 152: Fitted: 10.000001, expected: 9.881011
-Data point 153: Fitted: 10.000000, expected: 9.881010
-Data point 154: Fitted: 10.000001, expected: 9.881011
-Data point 155: Fitted: 10.000000, expected: 9.881010
-Data point 156: Fitted: 73.681946, expected: 77.761406
-Data point 157: Fitted: 10.169392, expected: 10.061372
-Data point 158: Fitted: 10.263441, expected: 10.165115
-Data point 159: Fitted: 11.729439, expected: 11.690446
-Data point 160: Fitted: 31.038292, expected: 32.188995
-Data point 161: Fitted: 10.001448, expected: 9.882568
-Data point 162: Fitted: 10.000185, expected: 9.881209
-Data point 163: Fitted: 50.340130, expected: 53.381378
-Data point 164: Fitted: 67.656731, expected: 71.331917
-Data point 165: Fitted: 10.480949, expected: 10.398472
-Data point 166: Fitted: 81.377304, expected: 86.788033
-Data point 167: Fitted: 18.968937, expected: 19.543365
-Data point 168: Fitted: 10.000000, expected: 9.881010
-Data point 169: Fitted: 10.000000, expected: 9.881010
-Data point 170: Fitted: 10.000060, expected: 9.881074
-Data point 171: Fitted: 51.486267, expected: 53.690521
-Data point 172: Fitted: 10.001576, expected: 9.882674
-Data point 173: Fitted: 10.000000, expected: 9.881010
-Data point 174: Fitted: 10.001102, expected: 9.882179
-Data point 175: Fitted: 10.000008, expected: 9.881018
-Data point 176: Fitted: 12.127971, expected: 12.175346
-Data point 177: Fitted: 11.552280, expected: 11.552071
-Data point 178: Fitted: 10.005294, expected: 9.886609
-Data point 179: Fitted: 10.006849, expected: 9.888288
-Data point 180: Fitted: 56.806103, expected: 59.493454
-Data point 181: Fitted: 10.000000, expected: 9.881010
-Data point 182: Fitted: 10.000010, expected: 9.881021
-Data point 183: Fitted: 10.000000, expected: 9.881010
-Data point 184: Fitted: 10.000001, expected: 9.881011
-Data point 185: Fitted: 14.787545, expected: 15.027634
-Data point 186: Fitted: 98.386131, expected: 104.993996
-Data point 187: Fitted: 83.211601, expected: 88.473679
-Data point 188: Fitted: 40.798122, expected: 42.913353
-Data point 189: Fitted: 10.000000, expected: 9.881010
-Data point 190: Fitted: 48.776196, expected: 50.961189
-Data point 191: Fitted: 10.020312, expected: 9.902634
-Data point 192: Fitted: 16.055901, expected: 16.364218
-Data point 193: Fitted: 10.000563, expected: 9.881614
-Data point 194: Fitted: 85.415329, expected: 90.626862
-Data point 195: Fitted: 10.000000, expected: 9.881010
-Data point 196: Fitted: 11.132019, expected: 11.100302
-Data point 197: Fitted: 10.045259, expected: 9.928354
-Data point 198: Fitted: 17.540894, expected: 17.864979
-Data point 199: Fitted: 25.432102, expected: 26.172327
-Data point 200: Fitted: 11.142836, expected: 11.104447
-Data point 201: Fitted: 91.144165, expected: 97.386009
-Data point 202: Fitted: 106.452942, expected: 113.836975
-Data point 203: Fitted: 10.000002, expected: 9.881012
-Data point 204: Fitted: 10.000000, expected: 9.881010
-Data point 205: Fitted: 10.001272, expected: 9.882339
-Data point 206: Fitted: 10.000034, expected: 9.881047
-Data point 207: Fitted: 14.951415, expected: 15.219202
-Data point 208: Fitted: 16.720562, expected: 17.111506
-Data point 209: Fitted: 10.020129, expected: 9.902516
-Data point 210: Fitted: 10.009845, expected: 9.891381
-Data point 211: Fitted: 10.000044, expected: 9.881057
-Data point 212: Fitted: 31.435331, expected: 32.827477
-Data point 213: Fitted: 89.491745, expected: 95.473152
-Data point 214: Fitted: 13.054716, expected: 13.147459
-Data point 215: Fitted: 10.000000, expected: 9.881010
-Data point 216: Fitted: 12.822093, expected: 12.881638
-Data point 217: Fitted: 53.133785, expected: 55.910400
-Data point 218: Fitted: 15.409297, expected: 15.694233
-Data point 219: Fitted: 10.000000, expected: 9.881010
-Data point 220: Fitted: 10.000001, expected: 9.881011
-Data point 221: Fitted: 10.000001, expected: 9.881011
-Data point 222: Fitted: 10.050925, expected: 9.934374
-Data point 223: Fitted: 17.360205, expected: 17.690983
-Data point 224: Fitted: 10.000000, expected: 9.881010
-Data point 225: Fitted: 15.656065, expected: 15.802518
-Data point 226: Fitted: 10.142180, expected: 10.034281
-Data point 227: Fitted: 13.592050, expected: 13.654769
-Data point 228: Fitted: 10.002607, expected: 9.883795
-Data point 229: Fitted: 10.000002, expected: 9.881012
-Data point 230: Fitted: 32.345032, expected: 33.871902
-Data point 231: Fitted: 16.222450, expected: 16.519947
-Data point 232: Fitted: 67.421906, expected: 71.758965
-Data point 233: Fitted: 10.044867, expected: 9.929212
-Data point 234: Fitted: 10.001616, expected: 9.882730
-Data point 235: Fitted: 10.000005, expected: 9.881016
-Data point 236: Fitted: 29.061846, expected: 30.289427
-Data point 237: Fitted: 10.000000, expected: 9.881010
-Data point 238: Fitted: 10.004411, expected: 9.885719
-Data point 239: Fitted: 10.000027, expected: 9.881039
-Data point 240: Fitted: 10.000000, expected: 9.881010
-Data point 241: Fitted: 12.988958, expected: 13.031185
-Data point 242: Fitted: 10.000001, expected: 9.881011
-Data point 243: Fitted: 14.304543, expected: 14.453772
-Data point 244: Fitted: 10.005698, expected: 9.887007
-Data point 245: Fitted: 88.750969, expected: 94.559395
-Data point 246: Fitted: 10.000002, expected: 9.881013
-Data point 247: Fitted: 10.061105, expected: 9.945208
-Data point 248: Fitted: 10.000000, expected: 9.881010
-Data point 249: Fitted: 10.019260, expected: 9.901613
-Data point 250: Fitted: 10.000224, expected: 9.881247
-Data point 251: Fitted: 21.701595, expected: 22.491329
-Data point 252: Fitted: 10.000034, expected: 9.881047
-Data point 253: Fitted: 10.786343, expected: 10.725774
-Data point 254: Fitted: 10.014400, expected: 9.896028
-Data point 255: Fitted: 10.032127, expected: 9.915586
-Data point 256: Fitted: 25.427502, expected: 26.007410
-Data point 257: Fitted: 11.784594, expected: 11.775269
-Data point 258: Fitted: 60.714535, expected: 64.570686
-Data point 259: Fitted: 10.048585, expected: 9.931660
-Data point 260: Fitted: 10.000000, expected: 9.881010
-Data point 261: Fitted: 18.292171, expected: 18.710020
-Data point 262: Fitted: 11.693682, expected: 11.706854
-Data point 263: Fitted: 10.000264, expected: 9.881295
-Data point 264: Fitted: 10.000047, expected: 9.881060
-Data point 265: Fitted: 15.638035, expected: 15.953447
-Data point 266: Fitted: 41.867886, expected: 44.132324
-Data point 267: Fitted: 13.195700, expected: 13.317126
-Data point 268: Fitted: 10.000000, expected: 9.881010
-Data point 269: Fitted: 10.008212, expected: 9.889802
-Data point 270: Fitted: 10.000000, expected: 9.881010
-Data point 271: Fitted: 19.409534, expected: 19.877968
-Data point 272: Fitted: 12.905073, expected: 12.947132
-Data point 273: Fitted: 10.000000, expected: 9.881010
-Data point 274: Fitted: 10.042959, expected: 9.926237
-Data point 275: Fitted: 10.004429, expected: 9.885784
-Data point 276: Fitted: 14.297993, expected: 14.449223
-Data point 277: Fitted: 10.000000, expected: 9.881010
-Data point 278: Fitted: 31.792519, expected: 32.640388
-Data point 279: Fitted: 12.612761, expected: 12.677971
-Data point 280: Fitted: 10.153645, expected: 10.046314
-Data point 281: Fitted: 12.305460, expected: 12.300655
-Data point 282: Fitted: 10.000072, expected: 9.881086
-Data point 283: Fitted: 10.031088, expected: 9.914366
-Data point 284: Fitted: 33.364212, expected: 34.193596
-Data point 285: Fitted: 38.250546, expected: 39.373795
-Data point 286: Fitted: 10.077758, expected: 9.961917
-Data point 287: Fitted: 20.452106, expected: 20.762478
-Data point 288: Fitted: 95.506500, expected: 101.722710
-Data point 289: Fitted: 10.000000, expected: 9.881010
-Data point 290: Fitted: 39.593414, expected: 41.269257
-Data point 291: Fitted: 46.351589, expected: 48.076454
-Data point 292: Fitted: 10.000000, expected: 9.881010
-Data point 293: Fitted: 86.653191, expected: 92.545380
-Data point 294: Fitted: 10.000148, expected: 9.881168
-Data point 295: Fitted: 10.169497, expected: 10.059639
-Data point 296: Fitted: 10.362937, expected: 10.265526
-Data point 297: Fitted: 10.136624, expected: 10.027658
-Data point 298: Fitted: 12.675537, expected: 12.746361
-Data point 299: Fitted: 10.000000, expected: 9.881010
 Mean relative difference is -0.006533
 The LMM minimization tests PASSED.