Financial Risk Management, Exercises of Finance

Download Financial Risk Management and more Exercises Finance in PDF only on Docsity! Frequency 350 5% of observations 250 150 100 50 0! -$160 -$120 -$80 -$40 $0 $40 Return ($ million) Alternative measures of risk are = The entire distribution In our example, VAR is tion. The risk manager, however, has access t report a range of VAR numbers for increasing = The conditional VAR A related concept is the exceeds VAR. This measures the average of thi is greater than VAR. Define the VAR number a (CVAR) is eon ~ fF oe This ratio is also called expected shortfall, tail conditional expec- tation, conditional loss, or expected tail loss expected shortfall, tail conditional expec- tation, conditional loss, or expected tail loss Date Open High Low Close Adj Close Volume 11/18/2016 469.899994 473.850006 461.850006 471.25 471.25 7246244 11/21/2016 468 472.799988 451.5 456.950012 456.950012 7325876 11/22/2016 464.049988 471 453.299988 464.850006 464.850006 6644867 11/23/2016 467 475.299988 462 471.5 471.5 6727083 11/24/2016 466.350006 466.350006 449.700012 452.950012 452.950012 8046995 11/25/2016 454.100006 456.350006 443.149994 452.350006 452.350006 7426347 11/28/2016 451.25 460 450.5 454.700012 454.700012 5025929 11/29/2016 455 466.299988 451.350006 459.850006 459.850006 8570549 11/30/2016 460 463.799988 455.100006 459.299988 459.299988 8377510 12/1/2016 457 457.700012 446.899994 448.200012 448.200012 7706825 12/2/2016 445 453.5 431.149994 432.899994 432.899994 10450654 12/5/2016 436 441 428.299988 439.299988 439.299988 8211182 12/6/2016 441 445.899994 438.100006 441.100006 441.100006 4209420 12/7/2016 440 449.200012 439.25 445.350006 445.350006 5559803 12/8/2016 451.200012 464.399994 451.200012 461.549988 461.549988 8176055 12/9/2016 464.950012 468.549988 460.600006 464.100006 464.100006 5690877 12/12/2016 461.950012 461.950012 451.049988 454.399994 454.399994 3837786 12/13/2016 476.799988 486.25 462.25 470.649994 470.649994 63880404 12/14/2016 470.200012 476.799988 462.649994 472.350006 472.350006 7660437 12/15/2016 464 473.600006 462.5 463.200012 463.200012 6539067 12/16/2016 465 474.899994 464.200012 473.149994 473.149994 9015744 12/19/2016 470.899994 478.549988 465.5 471.799988 471.799988 5445624 12/20/2016 473 475 469.100006 473.149994 473.149994 3690160 12/21/2016 473.5 474.5 467.100006 468.5 468.5 3492856 12/22/2016 468.149994 472.950012 464.799988 469.600006 469.600006 5436494 12/23/2016 464.950012 468.299988 460 465.649994 465.649994 3957854 12/26/2016 465.5 465.5 455.600006 457.850006 457.850006 3282425 12/27/2016 460 468.75 457.399994 466.950012 466.950012 3164664 12/28/2016 467 468.649994 462 463.350006 463.350006 3772181 12/29/2016 462.75 472.700012 459.350006 470.899994 470.899994 4763171 12/30/2016 471 475 467.5 472 472 3605555 1/2/2017 472 488.700012 469.049988 487.049988 487.049988 4024156 1/3/2017 491 492.700012 479.899994 481.100006 481.100006 5814518 1/4/2017 484.649994 493.700012 484.100006 486.649994 486.649994 4769872 1/5/2017 496 503.399994 495.549988 502.149994 502.149994 7961242 1/6/2017 502.950012 507.950012 496.25 497.75 497.75 4907475 1/9/2017 499.399994 504.600006 492.149994 500.149994 500.149994 3932710 1/10/2017 506.549988 518 505.950012 516.25 516.25 7973024 1/11/2017 520.25 523.950012 517.150024 519.25 519.25 4886398 1/12/2017 521.700012 524 513.200012 518.25 518.25 4219627 1/13/2017 523.25 523.25 507.5 514.849976 514.849976 6367248 1/16/2017 518.650024 529.450012 517 526.400024 526.400024 6084582 1/17/2017 528.099976 530.799988 521 523.700012 523.700012 4297426 1/18/2017 523.049988 529.599976 521.200012 522.450012 522.450012 5874608 6/6/2017 482.899994 484.350006 457.600006 461 461 8016939 6/7/2017 462.549988 463.649994 453.5 458 458 5250544 6/8/2017 459.5 463.450012 457.350006 460.799988 460.799988 4066322 6/9/2017 459.950012 468 455 467.100006 467.100006 4598706 6/12/2017 463.75 465.25 455.200012 456.25 456.25 4341696 6/13/2017 457.149994 458.75 448 449.549988 449.549988 3577406 6/14/2017 450.799988 453.399994 447.049988 451.950012 451.950012 3605931 6/15/2017 452 457.850006 446.950012 448.299988 448.299988 3879154 6/16/2017 454.700012 458.399994 452 455.75 455.75 7042094 6/19/2017 453.799988 456.399994 450.5 452.350006 452.350006 3869675 6/20/2017 457 470.75 456 467.399994 467.399994 12014975 6/21/2017 466 466 455.5 457.299988 457.299988 5436141 6/22/2017 458.850006 463 451.600006 452.700012 452.700012 5008885 6/23/2017 454 456.5 442.399994 443.149994 443.149994 6753648 6/27/2017 443.799988 444.5 434.399994 442.299988 442.299988 5915274 6/28/2017 443.899994 446.799988 440.149994 442.5 442.5 4960238 6/29/2017 444.5 446.25 434 435.600006 435.600006 11085101 6/30/2017 433.899994 435.600006 428.049988 432.549988 432.549988 4776892 7/3/2017 431.5 434.700012 426.25 430.25 430.25 6230025 7/4/2017 434.200012 436.399994 426 426.899994 426.899994 5020683 7/5/2017 428.899994 433.950012 427.399994 431.75 431.75 5050749 7/6/2017 435.399994 438.799988 433.799988 437.100006 437.100006 4038188 7/7/2017 434.450012 441.450012 432.25 436.850006 436.850006 5311730 7/10/2017 446.600006 448.100006 444 446.950012 446.950012 1154721 7/11/2017 452 462.299988 451 456.950012 456.950012 12069006 7/12/2017 461 463.799988 456.600006 461 461 6051540 7/13/2017 464.5 464.5 455.549988 459.049988 459.049988 4382063 7/14/2017 460 460 450.399994 451.299988 451.299988 3974269 7/17/2017 455 458.350006 453.25 454.149994 454.149994 4922453 7/18/2017 452.600006 459.5 452.600006 456.149994 456.149994 2349268 7/19/2017 453 462.899994 453 460.600006 460.600006 3395937 7/20/2017 463.5 464.350006 457.350006 460.149994 460.149994 3318626 7/21/2017 460 465.899994 457.600006 464.600006 464.600006 3150269 7/24/2017 464.950012 468.350006 461 464 464 3773074 7/25/2017 462.149994 464.700012 454.700012 456.100006 456.100006 7052112 7/26/2017 457.200012 458.700012 455 457.299988 457.299988 3641559 7/27/2017 459 460.950012 440.299988 445.399994 445.399994 13738611 7/28/2017 444.600006 447.450012 442.450012 445.850006 445.850006 3365171 7/31/2017 446.25 449.700012 443.700012 444.600006 444.600006 3804621 8/1/2017 446.549988 452.350006 445.700012 446.899994 446.899994 4012791 8/2/2017 449.5 449.950012 438.149994 440.350006 440.350006 4045533 8/3/2017 441 441.5 429.600006 431.450012 431.450012 6197142 8/4/2017 435.100006 438.75 433.450012 435.600006 435.600006 4166729 8/7/2017 438.600006 439.799988 425.299988 430 430 6461815 8/8/2017 432 435.5 426 430 430 7134979 8/9/2017 428.799988 429.899994 415 416.049988 416.049988 10849567 8/10/2017 401 403.600006 375.25 380.200012 380.200012 28114017 8/11/2017 376 379.100006 358.5 374.5 374.5 14699477 8/14/2017 380 381.799988 372.600006 375.399994 375.399994 8216208 8/16/2017 379.450012 390.700012 375.5 389.25 389.25 11019760 8/17/2017 392.450012 392.450012 384.5 385.299988 385.299988 5971420 8/18/2017 381.75 383 377 380.399994 380.399994 5856198 8/21/2017 382 382.549988 371.299988 374.350006 374.350006 5123101 8/22/2017 378.799988 379.950012 372.25 373.600006 373.600006 4163794 8/23/2017 376 381.149994 373.350006 379.950012 379.950012 4448871 8/24/2017 380.100006 385.950012 380.100006 384.149994 384.149994 5208541 8/28/2017 385.850006 387.399994 378.299988 379.299988 379.299988 4403872 8/29/2017 379 382.350006 374.450012 376.100006 376.100006 4689547 8/30/2017 380.850006 382.75 377.450012 378.5 378.5 3734824 8/31/2017 380.049988 380.450012 375.799988 376.549988 376.549988 4685511 9/1/2017 379.350006 392.850006 378.649994 390.850006 390.850006 7380325 9/4/2017 393 396.049988 380.5 383.399994 383.399994 8433560 9/5/2017 385.700012 389.5 383.399994 388.149994 388.149994 4477993 9/6/2017 385 386.700012 381.850006 382.700012 382.700012 5953907 9/7/2017 383.700012 384.399994 376 378.149994 378.149994 7938665 9/8/2017 381 381.799988 374.049988 375.049988 375.049988 7471355 9/11/2017 380 380 374.200012 375.299988 375.299988 5402725 9/12/2017 378.700012 390 375.5 388.25 388.25 9266823 9/13/2017 391 393.950012 387.200012 389.649994 389.649994 6537279 9/14/2017 390.75 406.600006 390.25 404.399994 404.399994 11476571 9/15/2017 402.850006 406.75 400 401.75 401.75 9675506 9/18/2017 411.850006 413 403.200012 404.950012 404.950012 8966503 9/19/2017 415 427.700012 414 423.649994 423.649994 28208471 9/20/2017 422.75 422.75 413 414.799988 414.799988 5179160 9/21/2017 415.399994 418.450012 408.799988 413.649994 413.649994 6946502 9/22/2017 414 422.149994 408.850006 411.799988 411.799988 9781308 9/25/2017 413.649994 415.299988 404.600006 408.200012 408.200012 6957357 9/26/2017 409.399994 413.899994 403.299988 411.25 411.25 5077291 9/27/2017 413.5 414.25 402 404.899994 404.899994 4727360 9/28/2017 406.950012 406.950012 399 401.399994 401.399994 4850748 9/29/2017 401.399994 405 397.399994 401.5 401.5 7520906 10/3/2017 428 428 415 416 416 9696920 10/4/2017 417.549988 426 412.700012 423.549988 423.549988 7663143 10/5/2017 423 425.799988 420.100006 423.299988 423.299988 4606192 10/6/2017 422 426 416.200012 424.850006 424.850006 5308695 10/9/2017 424 432.100006 423.049988 425.600006 425.600006 4414381 10/10/2017 425.600006 428.899994 421.399994 423.600006 423.600006 5057869 10/11/2017 424.899994 424.899994 414.100006 415.5 415.5 4320451 10/12/2017 415.5 421.799988 409.350006 420.149994 420.149994 5442846 10/13/2017 421 429.299988 418.899994 424.799988 424.799988 6969434 10/16/2017 426.299988 438 425.850006 437.049988 437.049988 8476709 10/17/2017 435.75 435.75 430.200012 432.299988 432.299988 5135763 10/18/2017 432.25 437.299988 426.600006 433.200012 433.200012 5539785 10/19/2017 433 433.100006 424.25 426.950012 426.950012 1313380 10/23/2017 429.100006 430.850006 421 422.75 422.75 4013418 10/24/2017 422.75 423.799988 415.049988 416.049988 416.049988 4541742 10/25/2017 421 424.399994 415.100006 421.950012 421.950012 5666968 10/26/2017 421.700012 422.399994 417 419.399994 419.399994 6207936 10/27/2017 422.049988 434.350006 422.049988 429.899994 429.899994 7414741 10/30/2017 428.25 440.950012 428.25 436.549988 436.549988 7675104 10/31/2017 438.850006 438.850006 427.299988 428.399994 428.399994 6214996 11/1/2017 430.950012 439.950012 428.450012 437.75 437.75 7310931 11/2/2017 435.700012 440.399994 429.899994 434.899994 434.899994 8262211 11/3/2017 434 449.350006 432.649994 447.700012 447.700012 8116263 11/6/2017 445.75 468 443.549988 462.899994 462.899994 19456789 11/7/2017 458.200012 465.899994 450.049988 451.850006 451.850006 13266543 11/8/2017 448 455 431.299988 438.200012 438.200012 11193613 11/9/2017 442.100006 450.899994 425.649994 440.149994 440.149994 40547266 11/10/2017 438.950012 438.950012 420 422.549988 422.549988 22534490 11/13/2017 423 427.5 416.100006 418.100006 418.100006 9857544 11/14/2017 418.549988 421.850006 410.649994 414.299988 414.299988 8987515 11/15/2017 414.299988 417.549988 407 408.649994 408.649994 9867270 11/16/2017 411.350006 415.899994 411.350006 413.450012 413.450012 6291441 11/17/2017 419.450012 423.450012 417 421.799988 421.799988 6191428 11/20/2017 421 425.700012 420.100006 423 423 4051153 11/21/2017 424.450012 430 422.5 424.25 424.25 6745407 11/22/2017 425.450012 433 424.5 428.600006 428.600006 7899417 11/23/2017 428.600006 431.049988 422.450012 426.25 426.25 7374216 11/24/2017 427 429.950012 424.25 425.5 425.5 5108182 11/27/2017 423 424.75 417.799988 421.399994 421.399994 7946028 11/28/2017 419.799988 422.25 414.5 415.950012 415.950012 6217480 11/29/2017 415.899994 419.450012 412.049988 413.950012 413.950012 4327453 11/30/2017 410.399994 412.25 402.25 404.149994 404.149994 25646262 12/1/2017 407.899994 410.25 396.5 398.899994 398.899994 7959197 12/4/2017 405.799988 411.25 401.700012 403.649994 403.649994 10043491 12/5/2017 404.549988 405.5 396.549988 402.25 402.25 7144542 12/6/2017 400.200012 404 395 397.049988 397.049988 5573968 12/7/2017 398 405.299988 397.149994 402 402 7998863 12/8/2017 406 413.75 406 411.149994 411.149994 12288946 12/11/2017 412 415.200012 409.049988 410.149994 410.149994 5066242 12/12/2017 411.549988 415.5 405.950012 406.850006 406.850006 6151197 12/13/2017 407 409.850006 400 401.950012 401.950012 5140689 12/14/2017 404 404.549988 398.200012 402.399994 402.399994 4674026 12/15/2017 406.5 409 404.200012 405.100006 405.100006 5614113 12/18/2017 399 409.899994 389.299988 405.799988 405.799988 5356208 12/19/2017 407.350006 421.700012 407.350006 420.100006 420.100006 9686883 12/20/2017 421.950012 427.75 419.25 422.600006 422.600006 11191127 12/21/2017 424 426.049988 419.549988 420.799988 420.799988 4885225 5/10/2018 343.75 343.75 332.75 333.600006 333.600006 11158000 5/11/2018 334 334 330 330.799988 330.799988 7365579 5/14/2018 333 333 323 323.600006 323.600006 8312976 5/15/2018 324 324.049988 305.700012 310.100006 310.100006 15323964 5/16/2018 309.950012 315.75 306.700012 310.25 310.25 12051269 5/17/2018 313.100006 319.5 309.299988 314.899994 314.899994 10214660 5/18/2018 314.75 315 303.5 304.600006 304.600006 11688577 5/21/2018 304.75 307.200012 294.700012 295.899994 295.899994 11549490 5/22/2018 296.549988 312.5 296.549988 307.700012 307.700012 17199292 5/23/2018 311.100006 317.25 305.399994 309.450012 309.450012 17698475 5/24/2018 300 307.649994 284.100006 288.649994 288.649994 46104103 5/25/2018 290.399994 297.450012 286.25 294.149994 294.149994 19240172 5/28/2018 293.75 299.899994 290.299988 296.299988 296.299988 8516862 5/29/2018 296.799988 300 293 294.649994 294.649994 9816561 5/30/2018 289.950012 292.25 286.149994 288.899994 288.899994 11649429 5/31/2018 289.950012 290.850006 281.600006 282.5 282.5 28771987 6/1/2018 284.5 290.350006 283.049988 287.200012 287.200012 15840810 6/4/2018 292.5 293.850006 286 286.649994 286.649994 10835487 6/5/2018 286.649994 288.25 283.600006 284.950012 284.950012 7456195 6/6/2018 286.850006 296.899994 285.25 295.649994 295.649994 19754001 6/7/2018 296.299988 306.899994 295.25 305.399994 305.399994 22839023 6/8/2018 305.700012 315.549988 302.399994 309.950012 309.950012 27249374 6/11/2018 310.899994 313.899994 306.649994 309.75 309.75 14650133 6/12/2018 310.950012 313.649994 307.200012 307.799988 307.799988 7932388 6/13/2018 309.200012 311.25 307 308.399994 308.399994 7280886 6/14/2018 308.5 309.600006 303.799988 305.899994 305.899994 6532693 6/15/2018 305.75 307.649994 300.549988 302.950012 302.950012 8224497 6/18/2018 302.899994 311 302.100006 308.799988 308.799988 8787098 6/19/2018 309.600006 312.799988 303.299988 305.049988 305.049988 10498362 6/20/2018 304.899994 308.25 304.049988 305.600006 305.600006 6607472 6/21/2018 307.899994 308.5 305.5 307 307 5085379 6/22/2018 306.850006 308.899994 303.200012 308 308 6033095 6/25/2018 306.299988 306.299988 287.600006 289.399994 289.399994 16392183 6/26/2018 288.399994 288.399994 275.100006 276.850006 276.850006 30728620 6/27/2018 278.5 279.5 270 271.049988 271.049988 19077416 6/28/2018 272 272.649994 261.850006 263.350006 263.350006 19507165 6/29/2018 265.450012 270.5 262.649994 269.299988 269.299988 14765516 7/2/2018 276 276.049988 265.600006 266.700012 266.700012 16495647 7/3/2018 269.5 271.5 267.200012 269.450012 269.450012 11484332 7/4/2018 270 271.5 265.649994 267.049988 267.049988 7394858 7/5/2018 263.5 263.75 252.550003 261.549988 261.549988 20820454 7/6/2018 262 272.5 261.850006 270.850006 270.850006 19215897 7/9/2018 274.600006 277 272.049988 273.5 273.5 9387556 7/10/2018 274.899994 276.899994 272.899994 275.450012 275.450012 6351033 7/11/2018 276.399994 276.399994 267.100006 267.799988 267.799988 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260.850006 260.850006 17421472 8/3/2018 262.149994 263.850006 257.600006 258.450012 258.450012 9041836 8/6/2018 259.950012 261.799988 252.5 254.050003 254.050003 11371744 8/7/2018 255.199997 256 250.550003 251.600006 251.600006 14490727 8/8/2018 253.5 258.25 251.850006 255.149994 255.149994 16125867 8/9/2018 256.649994 260.399994 255.5 257.850006 257.850006 7777719 8/10/2018 257.25 258.649994 249.550003 250.100006 250.100006 14606037 8/13/2018 249.25 249.699997 243.100006 248.699997 248.699997 13877900 8/14/2018 248.600006 249.850006 247.199997 248.800003 248.800003 9171033 8/16/2018 245.800003 252.800003 245.25 251.300003 251.300003 14148347 8/17/2018 253.699997 260.100006 253 258.25 258.25 16117660 8/20/2018 261.850006 271.850006 259.200012 270.100006 270.100006 25576718 8/21/2018 271.850006 274.700012 266.700012 268.799988 268.799988 19505584 8/23/2018 269.200012 269.200012 256 256.899994 256.899994 18667622 8/24/2018 257 258.649994 255 255.5 255.5 8703468 8/27/2018 257 259.5 256.5 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106.349998 103.849998 105.050003 105.050003 39786731 7/21/2020 106 109.699997 105.5 108.449997 108.449997 66008143 7/22/2020 108.5 109.75 104.25 105.150002 105.150002 50735592 7/23/2020 105.449997 106.449997 104.699997 106.050003 106.050003 30722413 7/24/2020 104.699997 105.5 102.699997 103.75 103.75 39363520 7/27/2020 104 104.5 101.300003 101.699997 101.699997 29644533 7/28/2020 102.300003 107.199997 102 106.449997 106.449997 64271161 7/29/2020 108.099998 108.75 104.849998 105.75 105.75 44561639 7/30/2020 106.400002 106.75 102.849998 103.650002 103.650002 33378340 7/31/2020 104 105.400002 102.300003 104.650002 104.650002 33809018 8/3/2020 103 114.400002 102.900002 113.050003 113.050003 194765344 8/4/2020 112.949997 115.099998 110.800003 111.449997 111.449997 95906477 8/5/2020 112.400002 117.650002 112 115.400002 115.400002 99371050 8/6/2020 116.199997 117.699997 115.5 116.800003 116.800003 60092530 8/7/2020 117 119.699997 116 119.099998 119.099998 56489390 8/10/2020 119.949997 124.699997 119.699997 123.849998 123.849998 71093810 8/11/2020 125 125.800003 121.400002 122.300003 122.300003 50224665 8/12/2020 121 126.400002 120.599998 125.349998 125.349998 50713617 8/13/2020 126.099998 131.899994 124.400002 131.149994 131.149994 95489249 8/14/2020 131.149994 132.649994 123.699997 124.599998 124.599998 75032834 8/17/2020 124.5 126.25 120.599998 123.550003 123.550003 61154250 8/18/2020 124 127.5 123.599998 125.599998 125.599998 62153763 8/19/2020 127 127.599998 124.75 125.150002 125.150002 45128613 8/20/2020 123.449997 125.650002 121.099998 121.699997 121.699997 43530882 8/21/2020 124.199997 124.199997 120.150002 120.900002 120.900002 48650204 8/24/2020 122 123 120.800003 121.199997 121.199997 31294253 8/25/2020 121.800003 128.350006 121.099998 127.099998 127.099998 90263366 8/26/2020 130.5 139 128.350006 137.899994 137.899994 197510376 8/27/2020 140.100006 146.850006 139.300003 144.25 144.25 181380747 8/28/2020 144.149994 146.199997 140.5 142.800003 142.800003 95194825 8/31/2020 144.5 147.949997 138.199997 143.199997 143.199997 160564488 9/1/2020 143.399994 145.149994 140.399994 143.800003 143.800003 58811543 9/2/2020 144.300003 151.649994 141.449997 150.300003 150.300003 74947929 9/3/2020 151.600006 155.199997 149.550003 151.850006 151.850006 110156350 9/4/2020 147.899994 153.649994 147 147.800003 147.800003 95560889 9/7/2020 150 152 148 149.399994 149.399994 82617101 9/8/2020 149.449997 149.600006 141.199997 142.300003 142.300003 76286731 9/9/2020 141 141.75 135.699997 140.100006 140.100006 105355010 9/10/2020 142.800003 144.5 138 143.300003 143.300003 79606504 9/11/2020 143.100006 146.800003 141.649994 144.300003 144.300003 65135339 9/14/2020 147.199997 151.100006 145.5 148.550003 148.550003 84505930 9/15/2020 149.399994 149.399994 146.550003 148.399994 148.399994 42886817 9/16/2020 149.199997 154.300003 148.550003 151.449997 151.449997 85056501 9/17/2020 150.800003 151 146.199997 147.649994 147.649994 48119360 9/18/2020 148.699997 150.5 146.25 147.899994 147.899994 46270863 9/21/2020 147.75 147.75 135.5 137.449997 137.449997 64734493 9/22/2020 138 138.149994 129.649994 133.100006 133.100006 87298020 9/23/2020 135.5 136.699997 127.900002 131.399994 131.399994 74981613 9/24/2020 127.900002 128.800003 122.150002 122.800003 122.800003 62420957 9/25/2020 123.699997 128.350006 123.099998 127.25 127.25 65040759 9/28/2020 128.899994 134.300003 127.5 132.850006 132.850006 61830817 9/29/2020 134.949997 136 130.699997 131.699997 131.699997 63366932 9/30/2020 131.550003 134.399994 130.300003 133.300003 133.300003 48859088 10/1/2020 135.899994 136.5 132.550003 133.5 133.5 40491744 10/5/2020 136.949997 137.5 132.050003 133.899994 133.899994 55268322 10/6/2020 138 145.800003 136 144.75 144.75 161987221 10/7/2020 144.25 144.5 139.800003 141 141 68273641 10/8/2020 142.850006 143.5 139.600006 140.949997 140.949997 40900948 10/9/2020 141.149994 142.649994 138 138.449997 138.449997 37097190 10/12/2020 139.649994 139.649994 133 135.899994 135.899994 39279109 10/13/2020 135.399994 137.100006 132.850006 134.100006 134.100006 38973506 Date Adj Close 11/18/2016 471.25 Rank 11/21/2016 456.95 -0.03081473678 1 11/22/2016 464.85 0.01714078383 #NAME? 11/23/2016 471.50 0.014204316264 #NAME? 11/24/2016 452.95 -0.04013733147 #NAME? 11/25/2016 452.35 -0.00132554087 #NAME? 11/28/2016 454.70 0.005181657486 #NAME? 11/29/2016 459.85 0.011262475174 #NAME? 11/30/2016 459.30 -0.00119679719 #NAME? 12/1/2016 448.20 -0.02446397706 #NAME? 12/2/2016 432.90 -0.03473284755 #NAME? 12/5/2016 439.30 0.014675783078 #NAME? 12/6/2016 441.10 0.004089097048 #NAME? 12/7/2016 445.35 0.009588882637 #NAME? 12/8/2016 461.55 0.035729861086 #NAME? 12/9/2016 464.10 0.005509694739 #NAME? 12/12/2016 454.40 -0.02112220497 #NAME? 12/13/2016 470.65 0.035136851042 #NAME? 12/14/2016 472.35 0.003605543673 #NAME? 12/15/2016 463.20 -0.01956129675 #NAME? 12/16/2016 473.15 0.021253498108 #NAME? 12/19/2016 471.80 -0.00285730873 #NAME? 12/20/2016 473.15 0.002857308734 #NAME? 12/21/2016 468.50 -0.00987634859 #NAME? 12/22/2016 469.60 0.002345179612 #NAME? 12/23/2016 465.65 -0.00844701521 #NAME? 12/26/2016 457.85 -0.01689263342 #NAME? 12/27/2016 466.95 0.019680578596 #NAME? 12/28/2016 463.35 -0.00773949027 #NAME? 12/29/2016 470.90 0.016163023526 #NAME? 12/30/2016 472.00 0.002333241078 #NAME? 1/2/2017 487.05 0.031387776993 #NAME? 1/3/2017 481.10 -0.0122916014 #NAME? 1/4/2017 486.65 0.011470005366 #NAME? 1/5/2017 502.15 0.031353701347 #NAME? 1/6/2017 497.75 -0.00880092495 #NAME? 1/9/2017 500.15 0.00481009849 #NAME? 1/10/2017 516.25 0.03168310284 #NAME? 1/11/2017 519.25 0.005794318481 #NAME? 1/12/2017 518.25 -0.00192771144 #NAME? 1/13/2017 514.85 -0.00658220183 #NAME? 1/16/2017 526.40 0.022185876117 #NAME? 1/17/2017 523.70 -0.0051424014 #NAME? 1/18/2017 522.45 -0.00238971575 #NAME? LOG NORMAL. Returns 1/19/2017 531.45 0.017079834111 #NAME? 1/20/2017 523.20 -0.01564531948 #NAME? 1/23/2017 532.70 0.017994613371 #NAME? 1/24/2017 541.55 0.016476939673 #NAME? 1/25/2017 548.90 0.013480943157 #NAME? 1/27/2017 541.95 -0.01274255088 #NAME? 1/30/2017 532.30 -0.01796655077 #NAME? 1/31/2017 523.55 -0.01657470382 #NAME? 2/1/2017 542.25 0.035094635894 #NAME? 2/2/2017 531.50 -0.02002395192 #NAME? 2/3/2017 522.60 -0.01688689062 #NAME? 2/6/2017 525.85 0.006199648163 #NAME? 2/7/2017 506.80 -0.03689953056 #NAME? 2/8/2017 513.05 0.01225685815 #NAME? 2/9/2017 512.85 -0.00038992496 #NAME? 2/10/2017 509.55 -0.00645539823 #NAME? 2/13/2017 505.30 -0.00837567117 #NAME? 2/14/2017 482.05 -0.04710447033 #NAME? 2/15/2017 436.45 -0.09937396954 #NAME? 2/16/2017 446.00 0.021645103344 #NAME? 2/17/2017 452.95 0.015462818588 #NAME? 2/20/2017 455.45 0.00550419693 #NAME? 2/21/2017 458.65 0.007001411335 #NAME? 2/22/2017 460.05 0.00304777427 #NAME? 2/23/2017 462.35 0.004987039857 #NAME? 2/27/2017 457.80 -0.00988981169 #NAME? 2/28/2017 456.75 -0.00229618605 #NAME? 3/1/2017 449.45 -0.01611155554 #NAME? 3/2/2017 461.70 0.026890715785 #NAME? 3/3/2017 459.95 -0.00379754149 #NAME? 3/6/2017 470.80 0.023315535885 #NAME? 3/7/2017 467.55 -0.00692708068 #NAME? 3/8/2017 462.80 -0.01021129983 #NAME? 3/9/2017 467.60 0.010318273039 #NAME? 3/10/2017 469.10 0.003202735695 #NAME? 3/14/2017 469.75 0.001384660169 #NAME? 3/15/2017 473.45 0.007845697482 #NAME? 3/16/2017 480.95 0.015717003774 #NAME? 3/17/2017 476.50 -0.00929561645 #NAME? 3/20/2017 476.00 -0.00104986886 #NAME? 3/21/2017 473.75 -0.00473809783 #NAME? 3/22/2017 459.90 -0.0296706949 #NAME? 3/23/2017 472.90 0.027874875463 #NAME? 3/24/2017 470.40 -0.00530055313 #NAME? 3/27/2017 464.75 -0.01208375723 #NAME? 3/28/2017 472.40 0.016326445021 #NAME? 3/29/2017 469.05 -0.00711672463 #NAME? 3/30/2017 468.40 -0.00138672807 #NAME? 3/31/2017 465.85 -0.00545891214 #NAME? 4/3/2017 470.40 0.009719677053 #NAME? 4/5/2017 473.50 0.006568528797 #NAME? 4/6/2017 473.20 -0.00063375516 #NAME? 4/7/2017 468.30 -0.0104090669 #NAME? 4/10/2017 474.90 0.013995152356 #NAME? 4/11/2017 472.25 -0.00559573654 #NAME? 4/12/2017 464.55 -0.01643933713 #NAME? 4/13/2017 453.35 -0.02440470193 #NAME? 4/17/2017 449.20 -0.00919621775 #NAME? 4/18/2017 443.70 -0.01231956415 #NAME? 4/19/2017 443.05 -0.00146608202 #NAME? 4/20/2017 443.95 0.0020293671 #NAME? 4/21/2017 440.60 -0.00757452252 #NAME? 4/24/2017 443.85 0.007349233046 #NAME? 4/25/2017 445.65 0.004047196081 #NAME? 4/26/2017 450.80 0.011489878433 #NAME? 4/27/2017 455.35 0.010042611644 #NAME? 4/28/2017 458.90 0.007765941136 #NAME? 5/2/2017 451.25 -0.01681079868 #NAME? 5/3/2017 446.60 -0.01035815681 #NAME? 5/4/2017 436.50 -0.02287497756 #NAME? 5/5/2017 419.60 -0.03948648446 #NAME? 5/8/2017 422.65 0.007242508357 #NAME? 5/9/2017 426.80 0.009771092133 #NAME? 5/10/2017 432.30 0.012804272604 #NAME? 5/11/2017 427.45 -0.01128241337 #NAME? 5/12/2017 430.85 0.007922665066 #NAME? 5/15/2017 431.90 0.002434050463 #NAME? 5/16/2017 437.25 0.012311047824 #NAME? 5/17/2017 449.10 0.026740479555 #NAME? 5/18/2017 437.95 -0.02514081744 #NAME? 5/19/2017 443.35 0.01225476335 #NAME? 5/22/2017 449.65 0.014109949657 #NAME? 5/23/2017 450.50 0.001888588032 #NAME? 5/24/2017 469.55 0.041416686646 #NAME? 5/25/2017 476.00 0.013643090537 #NAME? 5/26/2017 481.10 0.010657306945 #NAME? 5/29/2017 481.50 0.000831070061 #NAME? 5/30/2017 481.30 -0.00041547986 #NAME? 5/31/2017 476.15 -0.01075783334 #NAME? 6/1/2017 476.65 0.001049538313 #NAME? 6/2/2017 478.75 0.004396084143 #NAME? 6/5/2017 478.15 -0.00125406225 #NAME? 10/18/2017 433.20 0.002079778913 #NAME? 10/19/2017 426.95 -0.01453260437 #NAME? 10/23/2017 422.75 -0.00988595068 #NAME? 10/24/2017 416.05 -0.01597557127 #NAME? 10/25/2017 421.95 0.01408143554 #NAME? 10/26/2017 419.40 -0.00606174788 #NAME? 10/27/2017 429.90 0.024727505384 #NAME? 10/30/2017 436.55 0.015350279223 #NAME? 10/31/2017 428.40 -0.0188455642 #NAME? 11/1/2017 437.75 0.021590646598 #NAME? 11/2/2017 434.90 -0.00653186536 #NAME? 11/3/2017 447.70 0.029007286243 #NAME? 11/6/2017 462.90 0.033387643025 #NAME? 11/7/2017 451.85 -0.02416075545 #NAME? 11/8/2017 438.20 -0.03067482508 #NAME? 11/9/2017 440.15 0.004440109729 #NAME? 11/10/2017 422.55 -0.04080780968 #NAME? 11/13/2017 418.10 -0.01058710188 #NAME? 11/14/2017 414.30 -0.00913033259 #NAME? 11/15/2017 408.65 -0.01373129084 #NAME? 11/16/2017 413.45 0.011677587913 #NAME? 11/17/2017 421.80 0.019994622403 #NAME? 11/20/2017 423.00 0.002840939451 #NAME? 11/21/2017 424.25 0.002950725068 #NAME? 11/22/2017 428.60 0.010201192924 #NAME? 11/23/2017 426.25 -0.00549806844 #NAME? 11/24/2017 425.50 -0.00176108058 #NAME? 11/27/2017 421.40 -0.00968246088 #NAME? 11/28/2017 415.95 -0.01301739755 #NAME? 11/29/2017 413.95 -0.00481986701 #NAME? 11/30/2017 404.15 -0.02395914124 #NAME? 12/1/2017 398.90 -0.01307533746 #NAME? 12/4/2017 403.65 0.011837407107 #NAME? 12/5/2017 402.25 -0.0034743651 #NAME? 12/6/2017 397.05 -0.01301159875 #NAME? 12/7/2017 402.00 0.012389901501 #NAME? 12/8/2017 411.15 0.022506008205 #NAME? 12/11/2017 410.15 -0.002435165 #NAME? 12/12/2017 406.85 -0.00807834993 #NAME? 12/13/2017 401.95 -0.01211684926 #NAME? 12/14/2017 402.40 0.001118871247 #NAME? 12/15/2017 405.10 0.006687361145 #NAME? 12/18/2017 405.80 0.001726432801 #NAME? 12/19/2017 420.10 0.034632394637 #NAME? 12/20/2017 422.60 0.005933326922 #NAME? 12/21/2017 420.80 -0.00426848647 #NAME? 12/22/2017 422.00 0.00284768113 #NAME? 12/26/2017 424.20 0.005199756383 #NAME? 12/27/2017 422.45 -0.00413394541 #NAME? 12/28/2017 418.60 -0.00915530066 #NAME? 12/29/2017 431.85 0.031162495275 #NAME? 1/1/2018 424.45 -0.01728407816 #NAME? 1/2/2018 439.30 0.03438828221 #NAME? 1/3/2018 433.90 -0.01236844469 #NAME? 1/4/2018 429.95 -0.00914512821 #NAME? 1/5/2018 431.60 0.003830296519 #NAME? 1/8/2018 433.55 0.004507854859 #NAME? 1/9/2018 437.55 0.009183855412 #NAME? 1/10/2018 433.30 -0.0097606565 #NAME? 1/11/2018 434.75 0.003340852183 #NAME? 1/12/2018 437.10 0.005390862362 #NAME? 1/15/2018 432.35 -0.01092655631 #NAME? 1/16/2018 421.90 -0.02446715438 #NAME? 1/17/2018 422.95 0.002485692213 #NAME? 1/18/2018 418.95 -0.00950238742 #NAME? 1/19/2018 418.05 -0.00215059581 #NAME? 1/22/2018 421.90 0.009167291018 #NAME? 1/23/2018 418.00 -0.00928687238 #NAME? 1/24/2018 403.60 -0.03505712918 #NAME? 1/25/2018 400.30 -0.00821006732 #NAME? 1/29/2018 399.25 -0.00262644893 #NAME? 1/30/2018 395.85 -0.00855242032 #NAME? 1/31/2018 399.50 0.009178398432 #NAME? 2/1/2018 393.65 -0.01475159082 #NAME? 2/2/2018 383.75 -0.02547087549 #NAME? 2/5/2018 395.80 0.030917703949 #NAME? 2/6/2018 375.45 -0.05278366434 #NAME? 2/7/2018 377.80 0.006239584797 #NAME? 2/8/2018 374.85 -0.00783896135 #NAME? 2/9/2018 368.75 -0.0164070543 #NAME? 2/12/2018 371.80 0.008237135358 #NAME? 2/14/2018 376.85 0.013491203199 #NAME? 2/15/2018 375.80 -0.00279019116 #NAME? 2/16/2018 370.75 -0.01352907403 #NAME? 2/19/2018 368.75 -0.00540907336 #NAME? 2/20/2018 369.30 0.001490381711 #NAME? 2/21/2018 364.45 -0.01321988861 #NAME? 2/22/2018 358.50 -0.01646074071 #NAME? 2/23/2018 360.20 0.004730806017 #NAME? 2/26/2018 372.05 0.032368755533 #NAME? 2/27/2018 372.55 0.0013430032 #NAME? 2/28/2018 369.90 -0.00713854217 #NAME? 3/1/2018 370.75 0.0022952984 #NAME? 3/5/2018 352.05 -0.05175480414 #NAME? 3/6/2018 346.50 -0.01589035825 #NAME? 3/7/2018 347.80 0.003744748788 #NAME? 3/8/2018 345.15 -0.00764847965 #NAME? 3/9/2018 341.50 -0.01063140875 #NAME? 3/12/2018 352.60 0.031986607969 #NAME? 3/13/2018 353.15 0.001558591885 #NAME? 3/14/2018 354.05 0.002545233339 #NAME? 3/15/2018 353.10 -0.00268679228 #NAME? 3/16/2018 339.75 -0.0385412669 #NAME? 3/19/2018 335.70 -0.0119921133 #NAME? 3/20/2018 338.80 0.009191987627 #NAME? 3/21/2018 333.85 -0.01471811908 #NAME? 3/22/2018 338.20 0.01294566367 #NAME? 3/23/2018 330.85 -0.02197235335 #NAME? 3/26/2018 332.35 0.004523529948 #NAME? 3/27/2018 331.15 -0.00361722173 #NAME? 3/28/2018 326.85 -0.0130700584 #NAME? 4/2/2018 339.15 0.036941101285 #NAME? 4/3/2018 343.10 0.011579497651 #NAME? 4/4/2018 355.60 0.035784553161 #NAME? 4/5/2018 362.20 0.018390058068 #NAME? 4/6/2018 364.10 0.00523199308 #NAME? 4/9/2018 358.30 -0.01605798084 #NAME? 4/10/2018 353.25 -0.01419456925 #NAME? 4/11/2018 355.80 0.00719271994 #NAME? 4/12/2018 358.40 0.007280922855 #NAME? 4/13/2018 357.05 -0.00377386997 #NAME? 4/16/2018 339.15 -0.05143332469 #NAME? 4/17/2018 336.45 -0.0079928844 #NAME? 4/18/2018 334.80 -0.00491628253 #NAME? 4/19/2018 334.25 -0.00164408679 #NAME? 4/20/2018 336.00 0.005221943981 #NAME? 4/23/2018 334.05 -0.00582051351 #NAME? 4/24/2018 331.55 -0.00751205483 #NAME? 4/25/2018 328.60 -0.00893736776 #NAME? 4/26/2018 330.25 0.00500871954 #NAME? 4/27/2018 336.90 0.019936189201 #NAME? 4/30/2018 340.40 0.01033524647 #NAME? 5/2/2018 336.05 -0.01286145637 #NAME? 5/3/2018 333.50 -0.00761705735 #NAME? 5/4/2018 334.40 0.002694997912 #NAME? 5/7/2018 335.15 0.002240311634 #NAME? 5/8/2018 332.15 -0.00899151885 #NAME? 5/9/2018 341.95 0.02907790659 #NAME? 9/21/2018 250.35 -0.00894727093 #NAME? 9/24/2018 240.20 -0.04138806559 #NAME? 9/25/2018 240.80 0.002494828737 #NAME? 9/26/2018 233.35 -0.03142722778 #NAME? 9/27/2018 225.25 -0.03532860162 #NAME? 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11/7/2018 194.85 0.00824537511 #NAME? 11/9/2018 195.25 0.002050726142 #NAME? 11/12/2018 186.05 -0.0482653178 #NAME? 11/13/2018 179.50 -0.03584026299 #NAME? 11/14/2018 176.80 -0.01515604076 #NAME? 11/15/2018 180.20 0.019048161354 #NAME? 11/16/2018 179.90 -0.00166622092 #NAME? 11/19/2018 184.60 0.025790246967 #NAME? 11/20/2018 183.75 -0.00461521648 #NAME? 11/21/2018 184.15 0.002174472216 #NAME? 11/22/2018 182.55 -0.00872648577 #NAME? 11/26/2018 181.75 -0.00439200812 #NAME? 11/27/2018 180.05 -0.00939750966 #NAME? 11/28/2018 174.45 -0.03159645632 #NAME? 11/29/2018 177.25 0.015923014976 #NAME? 11/30/2018 171.95 -0.03035744598 #NAME? 12/3/2018 175.45 0.020150365499 #NAME? 12/4/2018 175.75 0.00170844576 #NAME? 12/5/2018 169.20 -0.03798110125 #NAME? 12/6/2018 162.65 -0.03948081341 #NAME? 12/7/2018 162.40 -0.00153822525 #NAME? 12/10/2018 157.10 -0.03317980733 #NAME? 12/11/2018 158.10 0.006345198712 #NAME? 12/12/2018 164.10 0.037248252493 #NAME? 12/13/2018 166.85 0.016619206499 #NAME? 12/14/2018 166.95 0.000599107262 #NAME? 12/17/2018 173.95 0.041073535931 #NAME? 12/18/2018 174.75 0.004588496762 #NAME? 12/19/2018 173.90 -0.00487599426 #NAME? 12/20/2018 176.40 0.014273722701 #NAME? 12/21/2018 176.25 -0.00085066787 #NAME? 12/24/2018 172.50 -0.02150620522 #NAME? 12/26/2018 170.90 -0.00931868146 #NAME? 12/27/2018 168.25 -0.01562758649 #NAME? 12/28/2018 170.85 0.015335045155 #NAME? 12/31/2018 172.70 0.010769954102 #NAME? 1/1/2019 173.45 0.004333388338 #NAME? 1/2/2019 168.55 -0.02865689664 #NAME? 1/3/2019 166.05 -0.01494349359 #NAME? 1/4/2019 170.95 0.029082132647 #NAME? 1/7/2019 175.35 0.025412912267 #NAME? 1/8/2019 179.95 0.02589500705 #NAME? 1/9/2019 183.05 0.017080338101 #NAME? 1/10/2019 185.75 0.014642327643 #NAME? 1/11/2019 180.30 -0.02977953675 #NAME? 1/14/2019 182.40 0.011579897897 #NAME? 1/15/2019 185.35 0.016043917222 #NAME? 1/16/2019 185.45 0.000539325791 #NAME? 1/17/2019 184.90 -0.00297018182 #NAME? 1/18/2019 183.30 -0.00869093473 #NAME? 1/21/2019 181.50 -0.00986851751 #NAME? 1/22/2019 180.85 -0.00358766213 #NAME? 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3/1/2019 180.30 0.015933284662 #NAME? 3/5/2019 194.05 0.073493726427 #NAME? 3/6/2019 188.80 -0.02742760367 #NAME? 3/7/2019 189.30 0.002644804462 #NAME? 3/8/2019 181.20 -0.04373169701 #NAME? 3/11/2019 181.85 0.003580827375 #NAME? 3/12/2019 184.80 0.016091971014 #NAME? 3/13/2019 181.70 -0.01691721655 #NAME? 3/14/2019 179.55 -0.01190322151 #NAME? 3/15/2019 180.00 0.00250311351 #NAME? 3/18/2019 182.25 0.012422519999 #NAME? 3/19/2019 182.85 0.00328680652 #NAME? 3/20/2019 180.20 -0.01459884888 #NAME? 3/22/2019 175.40 -0.0269982828 #NAME? 3/25/2019 171.30 -0.02365262289 #NAME? 3/26/2019 173.10 0.010453074001 #NAME? 3/27/2019 169.85 -0.01895376691 #NAME? 3/28/2019 170.55 0.004112796523 #NAME? 4/1/2019 187.35 0.093950030811 #NAME? 4/2/2019 202.95 0.079981071238 #NAME? 4/3/2019 201.35 -0.00791491141 #NAME? 4/4/2019 206.15 0.023559312952 #NAME? 4/5/2019 205.15 -0.00486264041 #NAME? 4/8/2019 200.55 -0.02267778247 #NAME? 4/9/2019 205.90 0.026326977718 #NAME? 4/10/2019 216.05 0.04811929137 #NAME? 4/11/2019 218.20 0.009902183386 #NAME? 4/12/2019 215.95 -0.01036517414 #NAME? 4/15/2019 231.75 0.070612318931 #NAME? 9/3/2019 112.65 -0.03532082895 #NAME? 9/4/2019 109.50 -0.02836113538 #NAME? 9/5/2019 118.05 0.075183739688 #NAME? 9/6/2019 121.25 0.026746240873 #NAME? 9/9/2019 121.90 0.005346523077 #NAME? 9/11/2019 134.35 0.097247326827 #NAME? 9/12/2019 127.95 -0.04880884056 #NAME? 9/13/2019 129.55 0.012427391006 #NAME? 9/16/2019 128.60 -0.00736007171 #NAME? 9/17/2019 122.00 -0.05268581373 #NAME? 9/18/2019 121.75 -0.00205128277 #NAME? 9/19/2019 124.20 0.019923383382 #NAME? 9/20/2019 133.25 0.070333917701 #NAME? 9/23/2019 127.90 -0.04097833882 #NAME? 9/24/2019 130.90 0.023184902857 #NAME? 9/25/2019 123.05 -0.06184282586 #NAME? 9/26/2019 124.50 0.011714914687 #NAME? 9/27/2019 119.90 -0.03764763719 #NAME? 9/30/2019 117.45 -0.02064539315 #NAME? 10/1/2019 115.30 -0.01847523227 #NAME? 10/3/2019 122.40 0.059756933124 #NAME? 10/4/2019 119.65 -0.02272355535 #NAME? 10/7/2019 117.50 -0.01813249749 #NAME? 10/9/2019 120.90 0.028525440579 #NAME? 10/10/2019 116.80 -0.03450067808 #NAME? 10/11/2019 121.30 0.037803744603 #NAME? 10/14/2019 127.85 0.052590845412 #NAME? 10/15/2019 126.95 -0.00706440157 #NAME? 10/16/2019 125.85 -0.00870257883 #NAME? 10/17/2019 139.50 0.102973895572 #NAME? 10/18/2019 136.85 -0.01917912193 #NAME? 10/22/2019 131.75 -0.03797929191 #NAME? 10/23/2019 132.65 0.00680784793 #NAME? 10/24/2019 133.50 0.006387442488 #NAME? 10/25/2019 126.85 -0.05109620756 #NAME? 10/27/2019 126.85 0 #NAME? 10/29/2019 172.45 0.307102051708 #NAME? 10/30/2019 171.90 -0.0031944445 #NAME? 10/31/2019 177.70 0.033183840793 #NAME? 11/1/2019 175.05 -0.01502505374 #NAME? 11/4/2019 172.20 -0.01641508997 #NAME? 11/5/2019 172.00 -0.00116209776 #NAME? 11/6/2019 174.50 0.014430264829 #NAME? 11/7/2019 171.50 -0.01734147504 #NAME? 11/8/2019 169.05 -0.01438871971 #NAME? 11/11/2019 172.00 0.017299929913 #NAME? 11/13/2019 170.60 -0.00817280659 #NAME? 11/14/2019 167.05 -0.02102848347 #NAME? 11/15/2019 168.55 0.008939272717 #NAME? 11/18/2019 170.10 0.009154075196 #NAME? 11/19/2019 167.75 -0.01391175882 #NAME? 11/20/2019 167.40 -0.00208865364 #NAME? 11/21/2019 164.15 -0.01960551482 #NAME? 11/22/2019 162.35 -0.01102607189 #NAME? 11/25/2019 166.10 0.022835517236 #NAME? 11/26/2019 163.40 -0.01638890704 #NAME? 11/27/2019 165.90 0.015184015324 #NAME? 11/28/2019 164.80 -0.00665252535 #NAME? 11/29/2019 161.50 -0.02022749302 #NAME? 12/2/2019 161.05 -0.00279024826 #NAME? 12/3/2019 158.20 -0.01785485803 #NAME? 12/4/2019 169.40 0.068402710429 #NAME? 12/5/2019 166.10 -0.01967269406 #NAME? 12/6/2019 161.50 -0.02808491008 #NAME? 12/9/2019 160.50 -0.00621120009 #NAME? 12/10/2019 159.70 -0.00499690613 #NAME? 12/11/2019 161.80 0.01306398673 #NAME? 12/12/2019 173.35 0.068951683577 #NAME? 12/13/2019 176.70 0.019140655605 #NAME? 12/16/2019 174.95 -0.00995316068 #NAME? 12/17/2019 180.20 0.02956712686 #NAME? 12/18/2019 174.80 -0.03042484814 #NAME? 12/19/2019 179.15 0.024580929876 #NAME? 12/20/2019 175.95 -0.01802356354 #NAME? 12/23/2019 176.05 0.000568215924 #NAME? 12/24/2019 175.50 -0.00312901974 #NAME? 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9/2/2020 150.30 0.04420985057 #NAME? 9/3/2020 151.85 0.010259914285 #NAME? 9/4/2020 147.80 -0.02703320219 #NAME? 9/7/2020 149.40 0.010767203726 #NAME? 9/8/2020 142.30 -0.04868970636 #NAME? 9/9/2020 140.10 -0.01558103001 #NAME? 9/10/2020 143.30 0.0225838596 #NAME? 9/11/2020 144.30 0.006954130801 #NAME? 9/14/2020 148.55 0.029027135534 #NAME? 9/15/2020 148.40 -0.0010103318 #NAME? 9/16/2020 151.45 0.020344227363 #NAME? 9/17/2020 147.65 -0.02541095011 #NAME? 9/18/2020 147.90 0.001691761596 #NAME? 9/21/2020 137.45 -0.07327613636 #NAME? 9/22/2020 133.10 -0.03215942231 #NAME? 9/23/2020 131.40 -0.01285471009 #NAME? 9/24/2020 122.80 -0.06768902025 #NAME? 9/25/2020 127.25 0.035596615288 #NAME? 9/28/2020 132.85 0.043067061939 #NAME? 9/29/2020 131.70 -0.0086941314 #NAME? 9/30/2020 133.30 0.01207566372 #NAME? 10/1/2020 133.50 0.00149922815 #NAME? 10/5/2020 133.90 0.002991730047 #NAME? 10/6/2020 144.75 0.077914908566 #NAME? 10/7/2020 141.00 -0.02624822607 #NAME? 10/8/2020 140.95 -0.0003546941 #NAME? 10/9/2020 138.45 -0.01789596833 #NAME? 10/12/2020 135.90 -0.01858995094 #NAME? 10/13/2020 134.10 -0.01333344198 #NAME? 10/14/2020 130.70 -0.02568123735 #NAME? 10/15/2020 126.95 -0.02911131316 #NAME? 10/16/2020 127.75 0.006281944564 #NAME? 10/19/2020 128.25 0.003906254967 #NAME? 10/20/2020 129.65 0.010856981655 #NAME? 10/21/2020 130.25 0.004617214927 #NAME? 10/22/2020 133.50 0.024645797207 #NAME? 10/23/2020 137.00 0.025879447988 #NAME? 10/26/2020 133.70 -0.02438246416 #NAME? 10/27/2020 135.65 0.014479533204 #NAME? 10/28/2020 134.80 -0.00628577414 #NAME? 10/29/2020 131.90 -0.0217482065 #NAME? 10/30/2020 132.65 0.005670021118 #NAME? 11/2/2020 132.85 0.001506682018 #NAME? 11/3/2020 134.10 0.009365117661 #NAME? 11/4/2020 135.90 0.013333441977 #NAME? 11/5/2020 137.65 0.012794910993 #NAME? 11/6/2020 139.00 0.009759745131 #NAME? 11/9/2020 141.00 0.014285957247 #NAME? 11/10/2020 146.00 0.03484673133 #NAME? 11/11/2020 150.95 0.03334201457 #NAME? 11/12/2020 151.20 0.001654807625 #NAME? 11/13/2020 146.35 -0.03260238977 #NAME? 11/17/2020 158.00 0.076593978891 #NAME? Sorted Using Acutal Data Ranked Return #NAME? Prob. 5% #NAME? COUNT 987 #NAME? LOCATION 49.35 #NAME? VAR -4.46% #NAME? -4.4498% #NAME? Conditional Var #NAME? #NAME? CVaR #NAME? #NAME? EXTENDED SHORTFALL #NAME? #NAME? #NAME? #NAME? -0.1107187% #NAME? #NAME? -0.03054875921254 #NAME? #NAME? 1.64485362695147 #NAME? #NAME? #NAME? #NAME? -5.1355% #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? Date where Value At Risk Cut off point occurred Conditional VaR Using Variance-Co Variance & Historical Simulation S&P 500 Return 2058.9 mean 0.04% 2058.2 -0.03% standard deviation 0.85% 2020.58 -1.84% 2002.61 -0.89% confidence interval VaR (VCV) VaR (HS) 2025.9 1.16% 0.1% -2.58% -4.14% 2062.14 1.77% 0.2% -2.40% -3.92% 2044.81 -0.84% 0.3% -2.29% -3.70% 2028.26 -0.81% 0.4% -2.21% -3.34% 2023.03 -0.26% 0.5% -2.15% -3.27% 2011.27 -0.58% 0.6% -2.09% -3.18% 1992.67 -0.93% 0.7% -2.05% -3.04% 2019.42 1.33% 0.8% -2.01% -3.00% 2022.55 0.15% 0.9% -1.97% -2.90% 2032.12 0.47% 1.0% -1.94% -2.68% 2063.15 1.52% 1.1% -1.91% -2.60% 2051.82 -0.55% 1.2% -1.88% -2.55% 2057.09 0.26% 1.3% -1.85% -2.52% 2029.55 -1.35% 1.4% -1.83% -2.49% 2002.16 -1.36% 1.5% -1.80% -2.45% 2021.25 0.95% 1.6% -1.78% -2.39% 1994.99 -1.31% 1.7% -1.76% -2.32% 2020.85 1.29% 1.8% -1.74% -2.23% 2050.03 1.43% 1.9% -1.72% -2.19% 2041.51 -0.42% 2.0% -1.70% -2.14% 2062.52 1.02% 2.1% -1.69% -2.13% 2055.47 -0.34% 2.2% -1.67% -2.11% 2046.74 -0.43% 2.3% -1.66% -2.10% 2068.59 1.06% 2.4% -1.64% -2.08% 2068.53 0.00% 2.5% -1.63% -2.04% 2088.48 0.96% 2.6% -1.61% -1.97% 2096.99 0.41% 2.7% -1.60% -1.93% 2100.34 0.16% 2.8% -1.58% -1.91% 2099.68 -0.03% 2.9% -1.57% -1.88% 2097.45 -0.11% 3.0% -1.56% -1.85% 2110.3 0.61% 3.1% -1.55% -1.83% 2084.43 -0.46% 2096.29 0.57% 2100.44 0.20% 2121.24 0.99% 2109.99 -0.53% 2122.85 0.61% 2124.2 0.06% 2108.58 -0.74% 2102.31 -0.30% 2101.49 -0.04% 2057.64 -2.11% 2063.11 0.27% 2077.42 0.69% 2076.78 -0.03% 2068.76 -0.39% 2081.34 0.61% 2046.68 -1.68% 2051.31 0.23% 2076.62 1.23% 2099.6 1.10% 2108.95 0.44% 2107.4 -0.07% 2124.29 0.80% 2126.64 0.11% 2128.28 0.08% 2119.21 -0.43% 2114.15 -0.24% 2102.15 -0.57% 2079.65 -1.08% 2067.64 -0.58% 2093.25 1.23% 2108.57 0.73% 2108.63 0.00% 2103.84 -0.23% 2098.04 -0.28% 2093.32 -0.23% 2099.84 0.31% 2083.56 -0.78% 2077.57 -0.29% 2104.18 1.27% 2084.07 -0.96% 2086.05 0.09% 2083.39 -0.13% 2091.54 0.39% 2102.44 0.52% 2096.92 -0.26% 2079.61 -0.83% 2035.73 -2.13% 1970.89 -3.24% 1893.21 -4.02% 1867.61 -1.36% 1940.51 3.83% 1987.66 2.40% 1988.87 0.06% 1972.18 -0.84% 1913.85 -3.00% 1948.86 1.81% 1951.13 0.12% 1921.22 -1.54% 1969.41 2.48% 1942.04 -1.40% 1952.29 0.53% 1961.05 0.45% 1953.03 -0.41% 1978.09 1.27% 1995.31 0.87% 1990.2 -0.26% 1958.03 -1.63% 1966.97 0.46% 1942.74 -1.24% 1938.76 -0.21% 1932.24 -0.34% 1931.34 -0.05% 1881.77 -2.60% 1884.09 0.12% 1920.03 1.89% 1923.82 0.20% 1951.36 1.42% 1987.05 1.81% 1979.92 -0.36% 1995.83 0.80% 2013.43 0.88% 2014.89 0.07% 2017.46 0.13% 2003.69 -0.68% 1994.24 -0.47% 2023.86 1.47% 2033.11 0.46% 2033.66 0.03% 2030.77 -0.14% 2018.94 -0.58% 2052.51 1.65% 2075.15 1.10% 2071.18 -0.19% 2065.89 -0.26% 2090.35 1.18% 2089.41 -0.04% 2079.36 -0.48% 2104.05 1.18% 2109.79 0.27% 2102.31 -0.36% 2099.93 -0.11% 2099.2 -0.03% 2078.58 -0.99% 2081.72 0.15% 2075 -0.32% 2045.97 -1.41% 2023.04 -1.13% 2053.19 1.48% 2050.44 -0.13% 2083.58 1.60% 2081.24 -0.11% 2089.17 0.38% 2086.59 -0.12% 2089.14 0.12% 2088.87 -0.01% 2090.11 0.06% 2036.71 -0.64% 2035.94 -0.04% 2037.05 0.05% 2055.01 0.88% 2063.95 0.43% 2059.74 -0.20% 2072.78 0.63% 2066.13 -0.32% 2045.17 -1.02% 2066.66 1.05% 2041.91 -1.20% 2047.6 0.28% 2041.99 -0.27% 2061.72 0.96% 2082.42 1.00% 2082.78 0.02% 2080.73 -0.10% 2094.34 0.65% 2100.8 0.31% 2102.4 0.08% 2091.48 -0.52% 2091.58 0.00% 2087.79 -0.18% 2091.7 0.19% 2095.15 0.16% 2075.81 -0.93% 2065.3 -0.51% 2081.43 0.78% 2063.37 -0.87% 2051.12 -0.60% 2050.63 -0.02% 2057.14 0.32% 2058.69 0.08% 2084.39 1.24% 2064.46 -0.96% 2064.11 -0.02% 2046.61 -0.85% 2066.66 0.97% 2047.21 -0.95% 2047.63 0.02% 2040.04 -0.37% 2052.32 0.60% 2048.04 -0.21% 2076.06 1.36% 2090.54 0.70% 2090.1 -0.02% 2099.06 0.43% 2096.96 -0.10% 2099.33 0.11% 2105.26 0.28% 2099.13 -0.29% 2109.41 0.49% 2112.13 0.13% 2119.12 0.33% 2115.48 -0.17% 2096.07 -0.92% 2079.06 -0.81% 2075.32 -0.18% 2071.5 -0.18% 2077.99 0.31% 2071.22 -0.33% 2083.25 0.58% 2088.9 0.27% 2085.45 -0.17% 2113.32 1.33% 2037.41 -3.66% 2000.54 -1.83% 2036.09 1.76% 2070.77 1.69% 2098.86 1.35% 2102.95 0.19% 2088.55 -0.69% 2099.73 0.53% 2097.9 -0.09% 2129.9 1.51% 2137.16 0.34% 2152.14 0.70% 2152.43 0.01% 2163.75 0.52% 2161.74 -0.09% 2166.89 0.24% 2163.78 -0.14% 2173.02 0.43% 2165.17 -0.36% 2175.03 0.45% 2168.48 -0.30% 2169.18 0.03% 2166.58 -0.12% 2170.06 0.16% 2173.6 0.16% 2170.84 -0.13% 2157.03 -0.64% 2163.79 0.31% 2164.25 0.02% 2182.87 0.86% 2180.89 -0.09% 2181.74 0.04% 2175.49 -0.29% 2185.79 0.47% 2184.05 -0.08% 2190.15 0.28% 2178.15 -0.55% 2182.22 0.19% 2187.02 0.22% 2183.87 -0.14% 2182.64 -0.06% 2186.9 0.19% 2175.44 -0.53% 2172.47 -0.14% 2169.04 -0.16% 2180.38 0.52% 2176.12 -0.20% 2170.95 -0.24% 2170.86 0.00% 2179.98 0.42% 2186.48 0.30% 2186.16 -0.01% 2249.26 -0.03% 2238.83 -0.46% 2257.83 0.85% 2270.75 0.57% 2269 -0.08% 2276.98 0.35% 2268.9 -0.36% 2268.9 0.00% 2275.32 0.28% 2270.44 -0.21% 2274.64 0.18% 2267.89 -0.30% 2271.89 0.18% 2263.69 -0.36% 2271.31 0.34% 2265.2 -0.27% 2280.07 0.65% 2298.37 0.80% 2296.68 -0.07% 2294.69 -0.09% 2280.9 -0.60% 2278.87 -0.09% 2279.55 0.03% 2280.85 0.06% 2297.42 0.72% 2292.56 -0.21% 2293.08 0.02% 2294.67 0.07% 2307.87 0.57% 2316.1 0.36% 2328.25 0.52% 2337.58 0.40% 2349.25 0.50% 2347.22 -0.09% 2351.16 0.17% 2365.38 0.60% 2362.82 -0.11% 2363.81 0.04% 2367.34 0.15% 2369.75 0.10% 2363.64 -0.26% 2395.96 1.36% 2381.92 -0.59% 2383.12 0.05% 2375.31 -0.33% 2368.39 -0.29% 2362.98 -0.23% 2364.87 0.08% 2372.6 0.33% 2373.47 0.04% 2365.45 -0.34% 2385.26 0.83% 2381.38 -0.16% 2378.25 -0.13% 2373.47 -0.20% 2344.02 -1.25% 2348.45 0.19% 2345.96 -0.11% 2343.98 -0.08% 2341.59 -0.10% 2358.57 0.72% 2361.13 0.11% 2368.06 0.29% 2362.72 -0.23% 2358.84 -0.16% 2360.16 0.06% 2352.95 -0.31% 2357.49 0.19% 2355.54 -0.08% 2357.16 0.07% 2353.78 -0.14% 2344.93 -0.38% 2328.95 -0.68% 2349.01 0.86% 2342.19 -0.29% 2338.17 -0.17% 2355.84 0.75% 2348.69 -0.30% 2374.15 1.08% 2388.61 0.61% 2387.45 -0.05% 2388.77 0.06% 2384.2 -0.19% 2388.33 0.17% 2391.17 0.12% 2388.13 -0.13% 2389.52 0.06% 2399.29 0.41% 2399.38 0.00% 2396.92 -0.10% 2399.63 0.11% 2394.44 -0.22% 2390.9 -0.15% 2402.32 0.48% 2400.67 -0.07% 2357.03 -1.83% 2365.72 0.37% 2381.73 0.67% 2394.02 0.51% 2398.42 0.18% 2404.39 0.25% 2415.07 0.44% 2415.82 0.03% 2412.91 -0.12% 2411.8 -0.05% 2430.06 0.75% 2439.07 0.37% 2436.1 -0.12% 2429.33 -0.28% 2433.14 0.16% 2433.79 0.03% 2431.77 -0.08% 2429.39 -0.10% 2440.35 0.45% 2437.92 -0.10% 2432.46 -0.22% 2433.15 0.03% 2544.73 -0.18% 2550.64 0.23% 2555.24 0.18% 2550.93 -0.17% 2553.17 0.09% 2557.64 0.17% 2559.36 0.07% 2561.26 0.07% 2562.1 0.03% 2575.21 0.51% 2564.98 -0.40% 2569.13 0.16% 2557.15 -0.47% 2560.4 0.13% 2581.07 0.80% 2572.83 -0.32% 2575.26 0.09% 2579.36 0.16% 2579.85 0.02% 2587.84 0.31% 2591.13 0.13% 2590.64 -0.02% 2594.38 0.14% 2584.62 -0.38% 2582.3 -0.09% 2584.84 0.10% 2578.87 -0.23% 2564.62 -0.55% 2585.64 0.82% 2578.85 -0.26% 2582.14 0.13% 2599.03 0.65% 2597.08 -0.08% 2602.42 0.21% 2601.42 -0.04% 2627.04 0.98% 2626.07 -0.04% 2647.58 0.82% 2642.22 -0.20% 2639.44 -0.11% 2629.57 -0.37% 2629.27 -0.01% 2636.98 0.29% 2651.5 0.55% 2659.99 0.32% 2664.11 0.15% 2662.85 -0.05% 2652.01 -0.41% 2675.81 0.89% 2690.16 0.53% 2681.47 -0.32% 2679.25 -0.08% 2684.57 0.20% 2683.34 -0.05% 2680.5 -0.11% 2682.62 0.08% 2687.54 0.18% 2673.61 -0.52% 2695.81 0.83% 2713.06 0.64% 2723.99 0.40% 2743.15 0.70% 2747.71 0.17% 2751.29 0.13% 2748.23 -0.11% 2767.56 0.70% 2786.24 0.67% 2776.42 -0.35% 2802.56 0.94% 2798.03 -0.16% 2810.3 0.44% 2832.97 0.80% 2839.13 0.22% 2837.54 -0.06% 2839.25 0.06% 2872.87 1.18% 2853.53 -0.68% 2822.43 -1.10% 2823.81 0.05% 2821.98 -0.06% 2762.13 -2.14% 2648.94 -4.18% 2695.14 1.73% 2681.66 -0.50% 2581 -3.83% 2619.55 1.48% 2656 1.38% 2662.94 0.26% 2698.63 1.33% 2731.2 1.20% 2732.22 0.04% 2716.26 -0.59% 2701.33 -0.55% 2703.96 0.10% 2747.3 1.59% 2779.6 1.17% 2744.28 -1.28% 2713.83 -1.12% 2677.67 -1.34% 2691.25 0.51% 2720.94 1.10% 2728.12 0.26% 2726.8 -0.05% 2738.97 0.45% 2786.57 1.72% 2783.02 -0.13% 2765.31 -0.64% 2749.48 -0.57% 2747.33 -0.08% 2752.01 0.17% 2712.92 -1.43% 2716.94 0.15% 2711.93 -0.18% 2643.69 -2.55% 2588.26 -2.12% 2658.55 2.68% 2612.62 -1.74%