Probint0

What follows is related to the paper entitled “Probabilistic set-membership approach for robust regression”, Journal of Statistical Theory and Practice. Vol.4, No.1..

pdf of the paper.

C++ code of the simulation.

Data used in the paper:

Inf(T) Sup(T[k]) Inf(Y[k]) Sup(Y[k])

0.0199 0.0201 -0.0365059 0.163494

0.0399 0.0401 0.0454018 0.245402

0.0599 0.0601 3.80884 4.00884

0.0799 0.0801 0.23867 0.43867

0.0999 0.1001 3.09531 3.29531

0.1199 0.1201 -1.69238 -1.49238

0.1399 0.1401 0.441628 0.641628

0.1599 0.1601 0.49565 0.69565

0.1799 0.1801 -3.8253 -3.6253

0.1999 0.2001 -0.62213 -0.42213

0.2199 0.2201 0.997529 1.19753

0.2399 0.2401 3.98683 4.18683

0.2599 0.2601 5.24777 5.44777

0.2799 0.2801 3.33601 3.53601

0.2999 0.3001 5.19833 5.39833

0.3199 0.3201 -0.931986 -0.731986

0.3399 0.3401 1.24668 1.44668

0.3599 0.3601 4.32913 4.52913

0.3799 0.3801 1.71497 1.91497

0.3999 0.4001 3.91738 4.11738

0.4199 0.4201 3.31829 3.51829

0.4399 0.4401 3.22245 3.42245

0.4599 0.4601 1.84182 2.04182

0.4799 0.4801 1.54221 1.74221

0.4999 0.5001 1.90213 2.10213

0.5199 0.5201 1.65353 1.85353

0.5399 0.5401 3.11905 3.31905

0.5599 0.5601 3.08494 3.28494

0.5799 0.5801 1.94795 2.14795

0.5999 0.6001 3.01357 3.21357

0.6199 0.6201 5.49848 5.69848

0.6399 0.6401 2.98743 3.18743

0.6599 0.6601 2.96329 3.16329

0.6799 0.6801 1.85514 2.05514

0.6999 0.7001 4.83876 5.03876

0.7199 0.7201 2.72453 2.92453

0.7399 0.7401 1.86719 2.06719

0.7599 0.7601 6.96206 7.16206

0.7799 0.7801 3.12208 3.32208

0.7999 0.8001 1.87031 2.07031

0.8199 0.8201 2.80727 3.00727

0.8399 0.8401 4.9778 5.1778

0.8599 0.8601 1.43013 1.63013

0.8799 0.8801 1.86144 2.06144

0.8999 0.9001 1.8435 2.0435

0.9199 0.9201 3.017 3.217

0.9399 0.9401 2.60787 2.80787

0.9599 0.9601 2.71187 2.91187

0.9799 0.9801 4.32703 4.52703

0.9999 1.0001 1.72395 1.92395

1.0199 1.0201 0.890556 1.09056

1.0399 1.0401 2.66351 2.86351

1.0599 1.0601 2.4913 2.6913

1.0799 1.0801 2.50346 2.70346

1.0999 1.1001 1.52841 1.72841

1.1199 1.1201 1.5135 1.7135

1.1399 1.1401 2.46608 2.66608

1.1599 1.1601 4.90123 5.10123

1.1799 1.1801 -0.383523 -0.183523

1.1999 1.2001 0.78736 0.98736

1.2199 1.2201 2.39236 2.59236

1.2399 1.2401 -0.352514 -0.152514

1.2599 1.2601 2.05733 2.25733

1.2799 1.2801 0.924829 1.12483

1.2999 1.3001 0.220119 0.420119

1.3199 1.3201 10.1095 10.3095

1.3399 1.3401 0.446537 0.646537

1.3599 1.3601 0.724347 0.924347

1.3799 1.3801 2.23064 2.43064

1.3999 1.4001 2.19992 2.39992

1.4199 1.4201 0.458573 0.658573

1.4399 1.4401 2.19047 2.39047

1.4599 1.4601 3.89866 4.09866

1.4799 1.4801 2.39992 2.59992

1.4999 1.5001 1.2939 1.4939

1.5199 1.5201 5.53311 5.73311

1.5399 1.5401 7.99015 8.19015

1.5599 1.5601 7.02551 7.22551

1.5799 1.5801 0.34309 0.54309

1.5999 1.6001 2.01381 2.21381

1.6199 1.6201 2.73016 2.93016

1.6399 1.6401 4.02699 4.22699

1.6599 1.6601 3.25471 3.45471

1.6799 1.6801 -0.499787 -0.299787

1.6999 1.7001 0.643809 0.843809

1.7199 1.7201 -1.51342 -1.31342

1.7399 1.7401 5.07206 5.27206

1.7599 1.7601 3.82264 4.02264

1.7799 1.7801 1.84363 2.04363

1.7999 1.8001 1.3091 1.5091

1.8199 1.8201 4.46294 4.66294

1.8399 1.8401 -1.09081 -0.890813

1.8599 1.8601 3.09852 3.29852

1.8799 1.8801 -5.01914 -4.81914

1.8999 1.9001 1.78875 1.98875

1.9199 1.9201 1.74123 1.94123

1.9399 1.9401 2.62121 2.82121

1.9599 1.9601 2.8816 3.0816

1.9799 1.9801 -0.240411 -0.0404113

1.9999 2.0001 3.53652 3.73652

2.0199 2.0201 4.61432 4.81432

2.0399 2.0401 -1.731 -1.531

2.0599 2.0601 -1.74678 -1.54678

2.0799 2.0801 2.92989 3.12989

2.0999 2.1001 -1.79519 -1.59519

2.1199 2.1201 1.58476 1.78476

2.1399 2.1401 -1.91316 -1.71316

2.1599 2.1601 4.61011 4.81011

2.1799 2.1801 1.58394 1.78394

2.1999 2.2001 1.89997 2.09997

2.2199 2.2201 -2.02461 -1.82461

2.2399 2.2401 0.151014 0.351014

2.2599 2.2601 3.41226 3.61226

2.2799 2.2801 1.49431 1.69431

2.2999 2.3001 3.40987 3.60987

2.3199 2.3201 1.50437 1.70437

2.3399 2.3401 -2.08082 -1.88082

2.3599 2.3601 1.41785 1.61785

2.3799 2.3801 1.41911 1.61911

2.3999 2.4001 -0.186837 0.0131633

2.4199 2.4201 4.63051 4.83051

2.4399 2.4401 -2.09725 -1.89725

2.4599 2.4601 -3.8184 -3.6184

2.4799 2.4801 1.37929 1.57929

2.4999 2.5001 -2.04738 -1.84738

2.5199 2.5201 4.09737 4.29737

2.5399 2.5401 -4.72052 -4.52052

2.5599 2.5601 -1.97439 -1.77439

2.5799 2.5801 3.56484 3.76484

2.5999 2.6001 -1.87851 -1.67851

2.6199 2.6201 -1.81108 -1.61108

2.6399 2.6401 4.35523 4.55523

2.6599 2.6601 -1.77414 -1.57414

2.6799 2.6801 1.23887 1.43887

2.6999 2.7001 1.24362 1.44362

2.7199 2.7201 -1.56896 -1.36896

2.7399 2.7401 -1.50169 -1.30169

2.7599 2.7601 -1.50968 -1.30968

2.7799 2.7801 0.588453 0.788453

2.7999 2.8001 5.7644 5.9644

2.8199 2.8201 -0.66161 -0.46161

2.8399 2.8401 1.23141 1.43141

2.8599 2.8601 4.22705 4.42705

2.8799 2.8801 -3.89128 -3.69128

2.8999 2.9001 1.16267 1.36267

2.9199 2.9201 1.19302 1.39302

2.9399 2.9401 -0.917671 -0.717671

2.9599 2.9601 0.228501 0.428501

2.9799 2.9801 -0.74713 -0.54713

2.9999 3.0001 -0.615701 -0.415701

3.0199 3.0201 4.85251 5.05251

3.0399 3.0401 -0.488927 -0.288927

3.0599 3.0601 1.05175 1.25175

3.0799 3.0801 2.17736 2.37736

3.0999 3.1001 3.24561 3.44561

3.1199 3.1201 0.967429 1.16743

3.1399 3.1401 7.09274 7.29274

3.1599 3.1601 -1.88648 -1.68648

3.1799 3.1801 -0.586005 -0.386005

3.1999 3.2001 3.03029 3.23029

3.2199 3.2201 3.54298 3.74298

3.2399 3.2401 0.262874 0.462874

3.2599 3.2601 3.18679 3.38679

3.2799 3.2801 -3.59586 -3.39586

3.2999 3.3001 4.77869 4.97869

3.3199 3.3201 0.60832 0.80832

3.3399 3.3401 -1.29301 -1.09301

3.3599 3.3601 0.729107 0.929107

3.3799 3.3801 2.36648 2.56648

3.3999 3.4001 0.920944 1.12094

3.4199 3.4201 0.908445 1.10845

3.4399 3.4401 -2.26717 -2.06717

3.4599 3.4601 3.57954 3.77954

3.4799 3.4801 1.27624 1.47624

3.4999 3.5001 3.40631 3.60631

3.5199 3.5201 1.28263 1.48263

3.5399 3.5401 2.63322 2.83322

3.5599 3.5601 -0.0151891 0.184811

3.5799 3.5801 -1.21808 -1.01808

3.5999 3.6001 7.40636 7.60636

3.6199 3.6201 1.54919 1.74919

3.6399 3.6401 3.91794 4.11794

3.6599 3.6601 3.50524 3.70524

3.6799 3.6801 1.69185 1.89185

3.6999 3.7001 0.849121 1.04912

3.7199 3.7201 -0.101986 0.0980143

3.7399 3.7401 -0.42607 -0.22607

3.7599 3.7601 1.75577 1.95577

3.7799 3.7801 1.83228 2.03228

3.7999 3.8001 -2.91706 -2.71706

3.8199 3.8201 2.89506 3.09506

3.8399 3.8401 -0.45908 -0.25908

3.8599 3.8601 0.734885 0.934885

3.8799 3.8801 0.773265 0.973265

3.8999 3.9001 1.87733 2.07733

3.9199 3.9201 0.566819 0.766819

3.9399 3.9401 1.94656 2.14656

3.9599 3.9601 -0.0192686 0.180731

3.9799 3.9801 7.6548 7.8548

3.9999 4.0001 1.87919 2.07919

4.0199 4.0201 0.92293 1.12293

4.0399 4.0401 1.17204 1.37204

4.0599 4.0601 0.6408 0.8408

4.0799 4.0801 1.79651 1.99651

4.0999 4.1001 -3.35818 -3.15818

4.1199 4.1201 2.43879 2.63879

4.1399 4.1401 3.06117 3.26117

4.1599 4.1601 1.81584 2.01584

4.1799 4.1801 -1.60509 -1.40509

4.1999 4.2001 1.60448 1.80448

4.2199 4.2201 0.681822 0.881822

4.2399 4.2401 0.190527 0.390527

4.2599 4.2601 3.92897 4.12897

4.2799 4.2801 1.42435 1.62435

4.2999 4.3001 0.637226 0.837226

4.3199 4.3201 0.924985 1.12499

4.3399 4.3401 1.89126 2.09126

4.3599 4.3601 0.555923 0.755923

4.3799 4.3801 3.10102 3.30102

4.3999 4.4001 4.36179 4.56179

4.4199 4.4201 4.75191 4.95191

4.4399 4.4401 0.974637 1.17464

4.4599 4.4601 0.887843 1.08784

4.4799 4.4801 0.551932 0.751932

4.4999 4.5001 4.04189 4.24189

4.5199 4.5201 1.24087 1.44087

4.5399 4.5401 4.397 4.597

4.5599 4.5601 0.520929 0.720929

4.5799 4.5801 4.32898 4.52898

4.5999 4.6001 0.564224 0.764224

4.6199 4.6201 6.40642 6.60642

4.6399 4.6401 0.432038 0.632038

4.6599 4.6601 0.126445 0.326445

4.6799 4.6801 5.75399 5.95399

4.6999 4.7001 0.491538 0.691538

4.7199 4.7201 -0.158476 0.0415243

4.7399 4.7401 8.84701 9.04701

4.7599 4.7601 5.66282 5.86282

4.7799 4.7801 2.3768 2.5768

4.7999 4.8001 5.3294 5.5294

4.8199 4.8201 3.81238 4.01238

4.8399 4.8401 -0.562312 -0.362312

4.8599 4.8601 1.88463 2.08463

4.8799 4.8801 -0.774967 -0.574967

4.8999 4.9001 -0.82193 -0.62193

4.9199 4.9201 -0.861321 -0.661321

4.9399 4.9401 0.0281557 0.228156

4.9599 4.9601 0.100791 0.300791

4.9799 4.9801 3.30435 3.50435

4.9999 5.0001 1.49183 1.69183

5.0199 5.0201 2.51171 2.71171

5.0399 5.0401 5.03828 5.23828

5.0599 5.0601 -1.35287 -1.15287

5.0799 5.0801 2.49059 2.69059

5.0999 5.1001 0.443948 0.643948

5.1199 5.1201 -0.200399 -0.000399438

5.1399 5.1401 4.0001 4.2001

5.1599 5.1601 -0.926436 -0.726436

5.1799 5.1801 3.31726 3.51726

5.1999 5.2001 0.402936 0.602936

5.2199 5.2201 9.43824 9.63824

5.2399 5.2401 -1.81677 -1.61677

5.2599 5.2601 1.30415 1.50415

5.2799 5.2801 0.339519 0.539519

5.2999 5.3001 0.335464 0.535464

5.3199 5.3201 2.68809 2.88809

5.3399 5.3401 -0.598372 -0.398372

5.3599 5.3601 0.380513 0.580513

5.3799 5.3801 3.8204 4.0204

5.3999 5.4001 -2.06252 -1.86252

5.4199 5.4201 -2.10597 -1.90597

5.4399 5.4401 -2.06842 -1.86842

5.4599 5.4601 0.379621 0.579621

5.4799 5.4801 -0.0487796 0.15122

5.4999 5.5001 0.385607 0.585607

5.5199 5.5201 0.348197 0.548197

5.5399 5.5401 -2.04959 -1.84959

5.5599 5.5601 1.95549 2.15549

5.5799 5.5801 5.06345 5.26345

5.5999 5.6001 0.310155 0.510155

5.6199 5.6201 0.615761 0.815761

5.6399 5.6401 0.368526 0.568526

5.6599 5.6601 1.49985 1.69985

5.6799 5.6801 1.35072 1.55072

5.6999 5.7001 -0.0390059 0.160994

5.7199 5.7201 4.65161 4.85161

5.7399 5.7401 0.334084 0.534084

5.7599 5.7601 -3.83242 -3.63242

5.7799 5.7801 3.15655 3.35655

5.7999 5.8001 1.39204 1.59204

5.8199 5.8201 -1.68694 -1.48694

5.8399 5.8401 4.16055 4.36055

5.8599 5.8601 0.297687 0.497687

5.8799 5.8801 1.00816 1.20816

5.8999 5.9001 0.712696 0.912696

5.9199 5.9201 -1.38871 -1.18871

5.9399 5.9401 -1.4519 -1.2519

5.9599 5.9601 7.61079 7.81079

5.9799 5.9801 3.95109 4.15109

5.9999 6.0001 5.9254 6.1254

6.0199 6.0201 4.09073 4.29073

6.0399 6.0401 -0.456984 -0.256984

6.0599 6.0601 -0.0318732 0.168127

6.0799 6.0801 3.42547 3.62547

6.0999 6.1001 0.239883 0.439883

6.1199 6.1201 0.965835 1.16584

6.1399 6.1401 -7.07013 -6.87013

6.1599 6.1601 0.207609 0.407609

6.1799 6.1801 0.193926 0.393926

6.1999 6.2001 0.231236 0.431236

6.2199 6.2201 4.24961 4.44961

6.2399 6.2401 -0.224776 -0.0247758

6.2599 6.2601 -3.27142 -3.07142

6.2799 6.2801 1.59181 1.79181

6.2999 6.3001 0.237636 0.437636

6.3199 6.3201 0.0213513 0.221351

6.3399 6.3401 -2.75861 -2.55861

6.3599 6.3601 0.236325 0.436325

6.3799 6.3801 0.164321 0.364321

6.3999 6.4001 0.236135 0.436135

6.4199 6.4201 0.391001 0.591001

6.4399 6.4401 5.94718 6.14718

6.4599 6.4601 -1.43005 -1.23005

6.4799 6.4801 -0.743773 -0.543773

6.4999 6.5001 0.213496 0.413496

6.5199 6.5201 3.44625 3.64625

6.5399 6.5401 2.28352 2.48352

6.5599 6.5601 -0.264245 -0.0642446

6.5799 6.5801 1.06624 1.26624

6.5999 6.6001 -1.93065 -1.73065

6.6199 6.6201 0.228657 0.428657

6.6399 6.6401 1.24031 1.44031

6.6599 6.6601 3.7878 3.9878

6.6799 6.6801 0.0944672 0.294467

6.6999 6.7001 0.126279 0.326279

6.7199 6.7201 1.77544 1.97544

6.7399 6.7401 3.20585 3.40585

6.7599 6.7601 5.26268 5.46268

6.7799 6.7801 1.69966 1.89966

6.7999 6.8001 3.71535 3.91535

6.8199 6.8201 1.19724 1.39724

6.8399 6.8401 0.128607 0.328607

6.8599 6.8601 0.19641 0.39641

6.8799 6.8801 2.12761 2.32761

6.8999 6.9001 5.07186 5.27186

6.9199 6.9201 2.54992 2.74992

6.9399 6.9401 1.83754 2.03754

6.9599 6.9601 1.86737 2.06737

6.9799 6.9801 -2.11722 -1.91722

6.9999 7.0001 -3.50155 -3.30155

7.0199 7.0201 1.93712 2.13712

7.0399 7.0401 0.145326 0.345326

7.0599 7.0601 1.85193 2.05193

7.0799 7.0801 3.67188 3.87188

7.0999 7.1001 1.12301 1.32301

7.1199 7.1201 -0.174529 0.0254711

7.1399 7.1401 2.20107 2.40107

7.1599 7.1601 1.31763 1.51763

7.1799 7.1801 10.8592 11.0592

7.1999 7.2001 2.51436 2.71436

7.2199 7.2201 0.0989439 0.298944

7.2399 7.2401 -2.01523 -1.81523

7.2599 7.2601 0.0885233 0.288523

7.2799 7.2801 1.74357 1.94357

7.2999 7.3001 0.0942482 0.294248

7.3199 7.3201 1.69712 1.89712

7.3399 7.3401 3.39355 3.59355

7.3599 7.3601 1.59097 1.79097

7.3799 7.3801 5.31834 5.51834

7.3999 7.4001 1.50184 1.70184

7.4199 7.4201 0.0711519 0.271152

7.4399 7.4401 0.106215 0.306215

7.4599 7.4601 0.28396 0.48396

7.4799 7.4801 3.63189 3.83189

7.4999 7.5001 1.24308 1.44308

7.5199 7.5201 9.55999 9.75999

7.5399 7.5401 1.88432 2.08432

7.5599 7.5601 1.03261 1.23261

7.5799 7.5801 0.931076 1.13108

7.5999 7.6001 0.0750534 0.275053

7.6199 7.6201 0.832055 1.03205

7.6399 7.6401 0.45233 0.65233

7.6599 7.6601 -0.732387 -0.532387

7.6799 7.6801 -0.66184 -0.46184

7.6999 7.7001 0.488452 0.688452

7.7199 7.7201 2.65228 2.85228

7.7399 7.7401 0.330077 0.530077

7.7599 7.7601 -1.43627 -1.23627

7.7799 7.7801 0.668498 0.868498

7.7999 7.8001 -1.46517 -1.26517

7.8199 7.8201 1.40773 1.60773

7.8399 7.8401 0.00283383 0.202834

7.8599 7.8601 0.207969 0.407969

7.8799 7.8801 0.0357699 0.23577

7.8999 7.9001 0.0135941 0.213594

7.9199 7.9201 -0.207258 -0.00725839

7.9399 7.9401 -5.80109 -5.60109

7.9599 7.9601 2.04888 2.24888

7.9799 7.9801 0.0329045 0.232905

7.9999 8.0001 0.0617686 0.261769

8.0199 8.0201 3.2468 3.4468

8.0399 8.0401 2.99338 3.19338

8.0599 8.0601 -6.23005 -6.03005

8.0799 8.0801 0.0704005 0.2704

8.0999 8.1001 -0.941595 -0.741595

8.1199 8.1201 -3.62132 -3.42132

8.1399 8.1401 1.71835 1.91835

8.1599 8.1601 -3.48749 -3.28749

8.1799 8.1801 0.0334551 0.233455

8.1999 8.2001 -1.40029 -1.20029

8.2199 8.2201 7.45915 7.65915

8.2399 8.2401 -1.45838 -1.25838

8.2599 8.2601 0.0670508 0.267051

8.2799 8.2801 -1.00675 -0.806746

8.2999 8.3001 -5.95088 -5.75088

8.3199 8.3201 -4.53871 -4.33871

8.3399 8.3401 1.59062 1.79062

8.3599 8.3601 0.0438325 0.243833

8.3799 8.3801 0.0642933 0.264293

8.3999 8.4001 5.57074 5.77074

8.4199 8.4201 0.0372434 0.237243

8.4399 8.4401 -1.89683 -1.69683

8.4599 8.4601 -0.172055 0.0279453

8.4799 8.4801 5.37442 5.57442

8.4999 8.5001 -0.00615199 0.193848

8.5199 8.5201 0.0270261 0.227026

8.5399 8.5401 -2.04751 -1.84751

8.5599 8.5601 -2.13504 -1.93504

8.5799 8.5801 3.47617 3.67617

8.5999 8.6001 2.28581 2.48581

8.6199 8.6201 1.58409 1.78409

8.6399 8.6401 0.00037528 0.200375

8.6599 8.6601 -2.0876 -1.8876

8.6799 8.6801 0.00109709 0.201097

8.6999 8.7001 -2.04239 -1.84239

8.7199 8.7201 3.25521 3.45521

8.7399 8.7401 0.00777685 0.207777

8.7599 8.7601 4.64306 4.84306

8.7799 8.7801 -0.00113683 0.198863

8.7999 8.8001 2.80204 3.00204

8.8199 8.8201 -1.92849 -1.72849

8.8399 8.8401 0.945247 1.14525

8.8599 8.8601 5.60221 5.80221

8.8799 8.8801 -0.0072021 0.192798

8.8999 8.9001 0.787475 0.987475

8.9199 8.9201 -2.7997 -2.5997

8.9399 8.9401 2.14144 2.34144

8.9599 8.9601 5.20799 5.40799

8.9799 8.9801 -1.67726 -1.47726

8.9999 9.0001 -3.65885 -3.45885

9.0199 9.0201 -1.58981 -1.38981

9.0399 9.0401 4.93218 5.13218

9.0599 9.0601 0.0291448 0.229145

9.0799 9.0801 0.465604 0.665604

9.0999 9.1001 -1.3101 -1.1101

9.1199 9.1201 8.44137 8.64137

9.1399 9.1401 2.24773 2.44773

9.1599 9.1601 -1.15217 -0.952167

9.1799 9.1801 -1.05151 -0.851508

9.1999 9.2001 4.75164 4.95164

9.2199 9.2201 2.88097 3.08097

9.2399 9.2401 1.73823 1.93823

9.2599 9.2601 2.65813 2.85813

9.2799 9.2801 -2.01605 -1.81605

9.2999 9.3001 -0.586469 -0.386469

9.3199 9.3201 0.960992 1.16099

9.3399 9.3401 2.02066 2.22066

9.3599 9.3601 0.0231216 0.223122

9.3799 9.3801 -0.284953 -0.0849533

9.3999 9.4001 5.72519 5.92519

9.4199 9.4201 -0.162574 0.0374255

9.4399 9.4401 3.36291 3.56291

9.4599 9.4601 -0.0266203 0.17338

9.4799 9.4801 -7.87752 -7.67752

9.4999 9.5001 2.17307 2.37307

9.5199 9.5201 -0.0490652 0.150935

9.5399 9.5401 0.391385 0.591385

9.5599 9.5601 -0.669844 -0.469844

9.5799 9.5801 0.494347 0.694347

9.5999 9.6001 -1.5208 -1.3208

9.6199 9.6201 1.88387 2.08387

9.6399 9.6401 -0.039947 0.160053

9.6599 9.6601 -0.730792 -0.530792

9.6799 9.6801 1.44273 1.64273

9.6999 9.7001 0.434267 0.634267

9.7199 9.7201 -2.12556 -1.92556

9.7399 9.7401 1.05559 1.25559

9.7599 9.7601 0.00556431 0.205564

9.7799 9.7801 2.25966 2.45966

9.7999 9.8001 -2.54506 -2.34506

9.8199 9.8201 1.79291 1.99291

9.8399 9.8401 1.67117 1.87117

9.8599 9.8601 1.42197 1.62197

9.8799 9.8801 7.42283 7.62283

9.8999 9.9001 0.605432 0.805432

9.9199 9.9201 1.58413 1.78413

9.9399 9.9401 1.64068 1.84068

9.9599 9.9601 1.63795 1.83795

9.9799 9.9801 -2.90303 -2.70303

9.9999 10.0001 1.6941 1.8941

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