抽样回归法分析库存数据
SUMMARY OUTPUT回归统计Multiple R0.192369R Square 0.037006Adjusted R Square0.016944标准误差 59.39666观测值 50方差分析df SS MS F Significance F回归分析 1 6507.482 6507.482 1.844544 0.180769残差 48 169342.2 3527.963总计 49 175849.7Coefficients标准误差 t Stat P-value Lower 95%Upper 95%下限 95.0%上限 95.0%Intercept1564.164 45.67999 34.24179 2.19E-35 1472.319 1656.01 1472.319 1656.01X Variable 1-0.82188 0.605152 -1.35814 0.180769 -2.03862 0.394858 -2.03862 0.394858RESIDUAL OUTPUT观测值 预测 Y 残差1 1518.192 -16.10142 1507.615 -1.135483 1498.636 98.824614 1512.704 -56.55595 1514.329 78.968986 1509.837 70.246757 1522.487 66.336868 1515.955 5.7594099 1510.819 16.2602210 1490.038 14.2682111 1483.979 -62.781112 1503.527 -56.53513 1512.625 -12.87214 1496.366 -62.557915 1516.748 -40.659616 1496.944 78.4271317 1500.847 88.3735818 1519.252 -37.388819 1483.547 34.4990220 1488.404 85.6310321 1500.072 -91.844422 1516.614 -46.220223 1499.291 -71.366524 1509.234 77.19783X V a r i a b l e 1 L i n e F i t P l o t1 0 0 9 0 8 0 7 0 6 0 5 0 ¥ 1 , 3 5 0¥ 1 , 4 0 0¥ 1 , 4 5 0¥ 1 , 5 0 0¥ 1 , 5 5 0¥ 1 , 6 0 0¥ 1 , 6 5 025 1515.523 18.4958926 1502.475 40.9984827 1498.912 -60.092628 1488.74 79.6734229 1485.023 31.1429730 1512.074 -11.979631 1496.832 -75.773832 1516.686 -52.145133 1506.113 -3.1622234 1489.938 94.0706835 1497.518 -32.323936 1491.518 -58.032937 1508.396 84.2369538 1483.549 -4.9761339 1495.688 -60.219240 1518.984 15.9805741 1504.005 -94.57542 1488.39 28.6057443 1508.434 -86.631144 1512.049 50.9746245 1487.758 36.0556546 1505.44 -35.625847 1513.965 61.2718248 1484.656 -66.253849 1499.291 -71.366550 1519.111 12.8753上限 95.0%X V a r i a b l e 1 L i n e F i t P l o t1 0 0 9 0 8 0 7 0 6 0 5 0 ¥ 1 , 3 5 0¥ 1 , 4 0 0¥ 1 , 4 5 0¥ 1 , 5 0 0¥ 1 , 5 5 0¥ 1 , 6 0 0¥ 1 , 6 5 0序号库存物价值存放时间 抽样序号 样本价值 样本存放时间1 ¥1,430 50 153 ¥1,502 562 ¥1,452 92 450 ¥1,506 693 ¥1,481 77 678 ¥1,597 804 ¥1,521 58 131 ¥1,456 635 ¥1,487 94 248 ¥1,593 616 ¥1,422 67 551 ¥1,580 667 ¥1,546 69 486 ¥1,589 518 ¥1,597 64 780 ¥1,522 599 ¥1,432 56 646 ¥1,527 6510 ¥1,500 93 597 ¥1,504 9011 ¥1,482 92 235 ¥1,421 9812 ¥1,575 98 293 ¥1,447 7413 ¥1,494 85 996 ¥1,500 6314 ¥1,488 94 349 ¥1,434 8215 ¥1,501 71 474 ¥1,476 5816 ¥1,432 58 214 ¥1,575 8217 ¥1,581 83 339 ¥1,589 7718 ¥1,448 99 861 ¥1,482 5519 ¥1,579 64 172 ¥1,518 9820 ¥1,464 65 642 ¥1,574 9221 ¥1,440 88 68 ¥1,408 7822 ¥1,527 70 807 ¥1,470 5823 ¥1,597 51 745 ¥1,428 7924 ¥1,579 92 568 ¥1,586 6725 ¥1,407 99 888 ¥1,534 5926 ¥1,454 68 602 ¥1,543 7527 ¥1,462 83 182 ¥1,439 7928 ¥1,453 89 184 ¥1,568 9229 ¥1,548 58 755 ¥1,516 9630 ¥1,428 82 534 ¥1,500 6331 ¥1,489 97 158 ¥1,421 8232 ¥1,516 70 849 ¥1,465 5833 ¥1,548 96 842 ¥1,503 7134 ¥1,579 72 110 ¥1,584 9035 ¥1,427 55 383 ¥1,465 8136 ¥1,404 81 240 ¥1,433 8837 ¥1,565 71 794 ¥1,593 6838 ¥1,532 85 513 ¥1,479 9839 ¥1,598 93 673 ¥1,435 8340 ¥1,450 84 665 ¥1,535 5541 ¥1,588 50 138 ¥1,409 7342 ¥1,465 98 382 ¥1,517 9243 ¥1,552 98 711 ¥1,422 6844 ¥1,464 52 483 ¥1,563 6345 ¥1,518 55 756 ¥1,524 9346 ¥1,572 59 151 ¥1,470 7147 ¥1,495 54 189 ¥1,575 6148 ¥1,556 70 552 ¥1,418 9749 ¥1,526 78 745 ¥1,428 7950 ¥1,539 59 596 ¥1,532 5551 ¥1,493 6252 ¥1,467 93 抽样价值平均值 ¥1,50353 ¥1,490 51 抽样价值标准差 ¥6054 ¥1,536 74 抽样价值置信区间 ¥1755 ¥1,514 8956 ¥1,549 5657 ¥1,468 5658 ¥1,533 5559 ¥1,508 8760 ¥1,470 6461 ¥1,423 6262 ¥1,451 5163 ¥1,586 9964 ¥1,579 8665 ¥1,539 8866 ¥1,540 9667 ¥1,503 8768 ¥1,408 7869 ¥1,552 7370 ¥1,505 9571 ¥1,498 9972 ¥1,450 8273 ¥1,432 9074 ¥1,585 8475 ¥1,505 6676 ¥1,477 5777 ¥1,452 5778 ¥1,477 6879 ¥1,580 8280 ¥1,562 7381 ¥1,565 6482 ¥1,530 8983 ¥1,562 7284 ¥1,440 8085 ¥1,524 6986 ¥1,504 8287 ¥1,415 5288 ¥1,586 7789 ¥1,481 5390 ¥1,498 9491 ¥1,462 7192 ¥1,458 9793 ¥1,492 5994 ¥1,569 8995 ¥1,572 10096 ¥1,455 8897 ¥1,459 7498 ¥1,425 9199 ¥1,485 61100 ¥1,453 94101 ¥1,538 74102 ¥1,516 79103 ¥1,568 52104 ¥1,481 75105 ¥1,557 85106 ¥1,531 81107 ¥1,569 66108 ¥1,580 68109 ¥1,452 90110 ¥1,584 90111 ¥1,454 56112 ¥1,406 78113 ¥1,479 79114 ¥1,528 88115 ¥1,515 54116 ¥1,443 50117 ¥1,412 73118 ¥1,473 67119 ¥1,423 89120 ¥1,566 66121 ¥1,467 66122 ¥1,540 67123 ¥1,407 99124 ¥1,424 100125 ¥1,588 76126 ¥1,532 79127 ¥1,447 62128 ¥1,589 54129 ¥1,414 82130 ¥1,557 80131 ¥1,456 63132 ¥1,538 89133 ¥1,572 61134 ¥1,474 97135 ¥1,535 88136 ¥1,412 70137 ¥1,410 78138 ¥1,409 73139 ¥1,478 61140 ¥1,417 54141 ¥1,429 58142 ¥1,410 73143 ¥1,420 97144 ¥1,426 80145 ¥1,505 93146 ¥1,470 59147 ¥1,590 67148 ¥1,419 97149 ¥1,579 50150 ¥1,417 75151 ¥1,470 71152 ¥1,547 74153 ¥1,502 56154 ¥1,477 58155 ¥1,529 86156 ¥1,453 99157 ¥1,500 96158 ¥1,421 82159 ¥1,419 66160 ¥1,411 100161 ¥1,572 75162 ¥1,489 93163 ¥1,407 71164 ¥1,547 86165 ¥1,456 75166 ¥1,417 85167 ¥1,533 62168 ¥1,490 61169 ¥1,498 96170 ¥1,557 94171 ¥1,475 62172 ¥1,518 98173 ¥1,451 74174 ¥1,402 90175 ¥1,589 99176 ¥1,540 68177 ¥1,538 58178 ¥1,526 55179 ¥1,528 62180 ¥1,589 75181 ¥1,408 98182 ¥1,439 79183 ¥1,492 90184 ¥1,568 92185 ¥1,519 64186 ¥1,564 51187 ¥1,524 88188 ¥1,515 85189 ¥1,575 61190 ¥1,447 84191 ¥1,502 65192 ¥1,530 82193 ¥1,554 95194 ¥1,407 57195 ¥1,431 61196 ¥1,442 72197 ¥1,551 67198 ¥1,515 54199 ¥1,502 100200 ¥1,546 84201 ¥1,579 98202 ¥1,540 78203 ¥1,504 74204 ¥1,490 98205 ¥1,542 60206 ¥1,536 90207 ¥1,478 73208 ¥1,449 66209 ¥1,526 62210 ¥1,497 81211 ¥1,577 87212 ¥1,458 53213 ¥1,436 70214 ¥1,575 82215 ¥1,432 56216 ¥1,450 98217 ¥1,507 67218 ¥1,482 83219 ¥1,590 57220 ¥1,457 61221 ¥1,515 72222 ¥1,555 99223 ¥1,515 82224 ¥1,537 96225 ¥1,437 71226 ¥1,526 55227 ¥1,532 54228 ¥1,469 98229 ¥1,574 93230 ¥1,469 93231 ¥1,589 98232 ¥1,591 63233 ¥1,472 76234 ¥1,559 65235 ¥1,421 98236 ¥1,423 65237 ¥1,482 94238 ¥1,523 51239 ¥1,410 52240 ¥1,433 88241 ¥1,476 73242 ¥1,413 93243 ¥1,494 85244 ¥1,411 67245 ¥1,559 77246 ¥1,593 59247 ¥1,441 50248 ¥1,593 61249 ¥1,511 72250 ¥1,546 93251 ¥1,435 92252 ¥1,411 97253 ¥1,578 85254 ¥1,418 67255 ¥1,485 58256 ¥1,403 76257 ¥1,557 63258 ¥1,493 68259 ¥1,418 64260 ¥1,552 82261 ¥1,596 71262 ¥1,512 68263 ¥1,545 74264 ¥1,416 58265 ¥1,450 53266 ¥1,443 92267 ¥1,585 78268 ¥1,489 74269 ¥1,409 62270 ¥1,402 77271 ¥1,513 89272 ¥1,557 90273 ¥1,450 91274 ¥1,539 99275 ¥1,539 94276 ¥1,514 62277 ¥1,426 91278 ¥1,590 64279 ¥1,473 75280 ¥1,582 87281 ¥1,432 70282 ¥1,503 70283 ¥1,471 87284 ¥1,589 74285 ¥1,579 66286 ¥1,443 54287 ¥1,443 58288 ¥1,481 94289 ¥1,503 63290 ¥1,588 80291 ¥1,502 53292 ¥1,500 51293 ¥1,447 74294 ¥1,408 71295 ¥1,531 63296 ¥1,596 74297 ¥1,441 87298 ¥1,454 50299 ¥1,461 56300 ¥1,539 65301 ¥1,414 59302 ¥1,545 95303 ¥1,523 57304 ¥1,462 62305 ¥1,567 52306 ¥1,568 60307 ¥1,480 99308 ¥1,516 51309 ¥1,444 87310 ¥1,595 77311 ¥1,491 53312 ¥1,579 74313 ¥1,428 85314 ¥1,528 55315 ¥1,417 79316 ¥1,483 89317 ¥1,488 88318 ¥1,567 53319 ¥1,428 64320 ¥1,507 63321 ¥1,522 98322 ¥1,520 76323 ¥1,504 77324 ¥1,600 50325 ¥1,511 82326 ¥1,451 69327 ¥1,511 74328 ¥1,485 100329 ¥1,433 69330 ¥1,484 82331 ¥1,421 68332 ¥1,508 91333 ¥1,547 87334 ¥1,455 64335 ¥1,582 99336 ¥1,574 88337 ¥1,401 72338 ¥1,425 85339 ¥1,589 77340 ¥1,444 59341 ¥1,577 52342 ¥1,570 56343 ¥1,462 75344 ¥1,531 55345 ¥1,513 74346 ¥1,432 91347 ¥1,499 54348 ¥1,468 52349 ¥1,434 82350 ¥1,459 84351 ¥1,485 80352 ¥1,596 85353 ¥1,517 75354 ¥1,429 94355 ¥1,453 88356 ¥1,421 87357 ¥1,530 86358 ¥1,468 58359 ¥1,456 83360 ¥1,419 66361 ¥1,466 71362 ¥1,458 81363 ¥1,545 97364 ¥1,410 70365 ¥1,414 54366 ¥1,565 65367 ¥1,438 80368 ¥1,501 88369 ¥1,585 51370 ¥1,468 89371 ¥1,448 54372 ¥1,410 76373 ¥1,544 78374 ¥1,405 82375 ¥1,563 56376 ¥1,563 57377 ¥1,557 75378 ¥1,451 73379 ¥1,447 90380 ¥1,599 88381 ¥1,499 88382 ¥1,517 92383 ¥1,465 81384 ¥1,444 100385 ¥1,448 87386 ¥1,490 72387 ¥1,481 82388 ¥1,416 83389 ¥1,401 82390 ¥1,415 59391 ¥1,544 89392 ¥1,515 90393 ¥1,440 99394 ¥1,529 91395 ¥1,416 68396 ¥1,542 82397 ¥1,575 81398 ¥1,441 59399 ¥1,444 84400 ¥1,428 72401 ¥1,404 72402 ¥1,484 85403 ¥1,542 98404 ¥1,404 57405 ¥1,421 67406 ¥1,525 67407 ¥1,572 76408 ¥1,585 92409 ¥1,487 62410 ¥1,459 96411 ¥1,501 61412 ¥1,413 86413 ¥1,523 51414 ¥1,473 52415 ¥1,426 61416 ¥1,530 87417 ¥1,530 56418 ¥1,504 99419 ¥1,427 51420 ¥1,516 74421 ¥1,579 74422 ¥1,583 71423 ¥1,558 60424 ¥1,471 82425 ¥1,509 92426 ¥1,486 60427 ¥1,525 54428 ¥1,480 75429 ¥1,549 91430 ¥1,580 81431 ¥1,562 64432 ¥1,525 89433 ¥1,403 51434 ¥1,492 89435 ¥1,464 74436 ¥1,500 69437 ¥1,439 76438 ¥1,483 96439 ¥1,477 91440 ¥1,484 62441 ¥1,485 88442 ¥1,556 58443 ¥1,403 89444 ¥1,528 98445 ¥1,503 75446 ¥1,589 61447 ¥1,430 83448 ¥1,513 65449 ¥1,434 91450 ¥1,506 69451 ¥1,437 84452 ¥1,534 61453 ¥1,472 77454 ¥1,590 67455 ¥1,490 84456 ¥1,568 88457 ¥1,483 71458 ¥1,544 87459 ¥1,470 73460 ¥1,484 58461 ¥1,409 68462 ¥1,410 93463 ¥1,557 97464 ¥1,542 77465 ¥1,582 86466 ¥1,543 69467 ¥1,513 94468 ¥1,451 93469 ¥1,586 73470 ¥1,565 83471 ¥1,471 74472 ¥1,531 59473 ¥1,590 93474 ¥1,476 58475 ¥1,405 87476 ¥1,443 91477 ¥1,589 74478 ¥1,459 96479 ¥1,547 84480 ¥1,434 91481 ¥1,489 81482 ¥1,564 73483 ¥1,563 63484 ¥1,564 57485 ¥1,448 59486 ¥1,589 51487 ¥1,534 71488 ¥1,467 94489 ¥1,430 91490 ¥1,554 70491 ¥1,554 88492 ¥1,493 53493 ¥1,587 53494 ¥1,488 85495 ¥1,403 77496 ¥1,410 62497 ¥1,597 58498 ¥1,519 94499 ¥1,493 61500 ¥1,493 77501 ¥1,408 82502 ¥1,588 67503 ¥1,555 68504 ¥1,579 65505 ¥1,497 96506 ¥1,583 96507 ¥1,461 68508 ¥1,540 96509 ¥1,492 67510 ¥1,407 59511 ¥1,454 69512 ¥1,515 62513 ¥1,479 98514 ¥1,574 57515 ¥1,562 67516 ¥1,584 91517 ¥1,428 99518 ¥1,461 98519 ¥1,495 98520 ¥1,409 76521 ¥1,473 87522 ¥1,595 62523 ¥1,587 57524 ¥1,529 51525 ¥1,468 95526 ¥1,506 73527 ¥1,479 70528 ¥1,442 62529 ¥1,559 81530 ¥1,533 84531 ¥1,515 78532 ¥1,541 80533 ¥1,404 85534 ¥1,500 63535 ¥1,532 88536 ¥1,459 98537 ¥1,558 50538 ¥1,474 76539 ¥1,436 85540 ¥1,478 58541 ¥1,475 82542 ¥1,488 79543 ¥1,433 63544 ¥1,559 64545 ¥1,444 98546 ¥1,464 68547 ¥1,500 67548 ¥1,449 54549 ¥1,492 84550 ¥1,420 64551 ¥1,580 66552 ¥1,418 97553 ¥1,591 81554 ¥1,579 65555 ¥1,484 83556 ¥1,494 51557 ¥1,595 51558 ¥1,486 99559 ¥1,571 61560 ¥1,532 82561 ¥1,439 52562 ¥1,528 61563 ¥1,597 89564 ¥1,595 77565 ¥1,432 72566 ¥1,580 66567 ¥1,416 68568 ¥1,586 67569 ¥1,580 93570 ¥1,575 51571 ¥1,499 92572 ¥1,403 86573 ¥1,559 55574 ¥1,491 62575 ¥1,573 62576 ¥1,551 72577 ¥1,481 69578 ¥1,595 52579 ¥1,546 84580 ¥1,498 53581 ¥1,474 57582 ¥1,411 79583 ¥1,405 95584 ¥1,500 60585 ¥1,421 74586 ¥1,449 84587 ¥1,468 66588 ¥1,572 71589 ¥1,468 86590 ¥1,579 82591 ¥1,469 56592 ¥1,555 65593 ¥1,459 51594 ¥1,480 99595 ¥1,464 87596 ¥1,532 55597 ¥1,504 90598 ¥1,440 93599 ¥1,425 64600 ¥1,556 70601 ¥1,427 93602 ¥1,543 75603 ¥1,523 83604 ¥1,537 52605 ¥1,522 79606 ¥1,534 90607 ¥1,567 82608 ¥1,456 99609 ¥1,543 83610 ¥1,558 60611 ¥1,577 82612 ¥1,551 57613 ¥1,567 69614 ¥1,511 52615 ¥1,591 73616 ¥1,439 59617 ¥1,454 53618 ¥1,577 75619 ¥1,466 99620 ¥1,427 90621 ¥1,542 71622 ¥1,471 66623 ¥1,573 83624 ¥1,566 96625 ¥1,503 89626 ¥1,596 74627 ¥1,543 58628 ¥1,513 67629 ¥1,591 96630 ¥1,419 91631 ¥1,582 51632 ¥1,544 94633 ¥1,420 52634 ¥1,470 56635 ¥1,492 52636 ¥1,586 94637 ¥1,497 55638 ¥1,465 71639 ¥1,518 60640 ¥1,421 98641 ¥1,439 92642 ¥1,574 92643 ¥1,577 69644 ¥1,508 53645 ¥1,516 81646 ¥1,527 65647 ¥1,565 63648 ¥1,403 75649 ¥1,438 86650 ¥1,570 96651 ¥1,515 71652 ¥1,405 52653 ¥1,428 87654 ¥1,575 75655 ¥1,485 86656 ¥1,404 96657 ¥1,506 63658 ¥1,513 61659 ¥1,573 85660 ¥1,579 79661 ¥1,417 53662 ¥1,593 81663 ¥1,520 73664 ¥1,509 65665 ¥1,535 55666 ¥1,476 53667 ¥1,492 84668 ¥1,538 63669 ¥1,574 93670 ¥1,467 90671 ¥1,532 53672 ¥1,574 61673 ¥1,435 83674 ¥1,498 52675 ¥1,434 51676 ¥1,552 87677 ¥1,427 60678 ¥1,597 80679 ¥1,562 94680 ¥1,541 77681 ¥1,579 73682 ¥1,464 55683 ¥1,553 69684 ¥1,535 66685 ¥1,495 73686 ¥1,440 55687 ¥1,416 84688 ¥1,487 77689 ¥1,463 99690 ¥1,502 90691 ¥1,595 94692 ¥1,454 72693 ¥1,465 81694 ¥1,565 64695 ¥1,474 98696 ¥1,590 99697 ¥1,404 69698 ¥1,512 75699 ¥1,519 63700 ¥1,460 74701 ¥1,598 59702 ¥1,451 61703 ¥1,523 88704 ¥1,424 70705 ¥1,453 77706 ¥1,414 92707 ¥1,545 78708 ¥1,545 72709 ¥1,559 80710 ¥1,592 83711 ¥1,422 68712 ¥1,582 76713 ¥1,536 98714 ¥1,526 65715 ¥1,429 71716 ¥1,524 53717 ¥1,465 73718 ¥1,542 84719 ¥1,584 64720 ¥1,415 90721 ¥1,423 60722 ¥1,462 91723 ¥1,558 59724 ¥1,540 91725 ¥1,572 60726 ¥1,471 64727 ¥1,488 60728 ¥1,507 98729 ¥1,517 95730 ¥1,562 84731 ¥1,471 67732 ¥1,501 56733 ¥1,573 78734 ¥1,461 69735 ¥1,410 62736 ¥1,463 93737 ¥1,470 75738 ¥1,438 70739 ¥1,411 94740 ¥1,433 85741 ¥1,528 74742 ¥1,513 89743 ¥1,590 55744 ¥1,438 71745 ¥1,428 79746 ¥1,455 86747 ¥1,496 53748 ¥1,562 51749 ¥1,420 91750 ¥1,490 61751 ¥1,411 84752 ¥1,571 74753 ¥1,493 88754 ¥1,525 94755 ¥1,516 96756 ¥1,524 93757 ¥1,534 77758 ¥1,577 83759 ¥1,411 67760 ¥1,561 56761 ¥1,418 65762 ¥1,440 94763 ¥1,555 67764 ¥1,493 53765 ¥1,455 83766 ¥1,471 82767 ¥1,521 93768 ¥1,563 92769 ¥1,521 62770 ¥1,518 92771 ¥1,440 91772 ¥1,442 66773 ¥1,507 84774 ¥1,492 88775 ¥1,520 98776 ¥1,600 98777 ¥1,427 64778 ¥1,581 84779 ¥1,414 86780 ¥1,522 59781 ¥1,597 90782 ¥1,426 66783 ¥1,526 71784 ¥1,515 58785 ¥1,435 61786 ¥1,454 84787 ¥1,432 71788 ¥1,571 52789 ¥1,500 77790 ¥1,482 50791 ¥1,500 95792 ¥1,437 55793 ¥1,509 96794 ¥1,593 68795 ¥1,485 84796 ¥1,546 72797 ¥1,561 64798 ¥1,587 90799 ¥1,586 70800 ¥1,575 62801 ¥1,496 56802 ¥1,433 67803 ¥1,547 54804 ¥1,477 71805 ¥1,425 58806 ¥1,593 97807 ¥1,470 58808 ¥1,542 84809 ¥1,562 87810 ¥1,466 73811 ¥1,548 87812 ¥1,554 91813 ¥1,587 87814 ¥1,420 53815 ¥1,564 73816 ¥1,592 59817 ¥1,467 86818 ¥1,443 94819 ¥1,572 90820 ¥1,530 53821 ¥1,578 61822 ¥1,516 70823 ¥1,415 92824 ¥1,597 67825 ¥1,448 86826 ¥1,496 73827 ¥1,478 80828 ¥1,454 85829 ¥1,561 69830 ¥1,447 60831 ¥1,545 100832 ¥1,536 93833 ¥1,541 59834 ¥1,591 56835 ¥1,551 65836 ¥1,529 67837 ¥1,566 53838 ¥1,411 58839 ¥1,506 67840 ¥1,519 96841 ¥1,521 62842 ¥1,503 71843 ¥1,570 65844 ¥1,493 77845 ¥1,541 61846 ¥1,475 53847 ¥1,567 60848 ¥1,527 85849 ¥1,465 58850 ¥1,518 61851 ¥1,510 58852 ¥1,529 99853 ¥1,430 91854 ¥1,538 75855 ¥1,426 74856 ¥1,487 52857 ¥1,549 67858 ¥1,459 77859 ¥1,462 64860 ¥1,490 77861 ¥1,482 55862 ¥1,419 89863 ¥1,543 62864 ¥1,460 60865 ¥1,461 52866 ¥1,434 70867 ¥1,581 50868 ¥1,465 88869 ¥1,572 81870 ¥1,473 93871 ¥1,498 79872 ¥1,567 88873 ¥1,443 87874 ¥1,515 96875 ¥1,460 78876 ¥1,454 59877 ¥1,562 95878 ¥1,526 74879 ¥1,584 70880 ¥1,427 81881 ¥1,558 100882 ¥1,536 73883 ¥1,526 75884 ¥1,578 53885 ¥1,477 83886 ¥1,540 73887 ¥1,407 80888 ¥1,534 59889 ¥1,581 53890 ¥1,421 100891 ¥1,466 91892 ¥1,412 97893 ¥1,507 84894 ¥1,402 96895 ¥1,529 56896 ¥1,545 79897 ¥1,514 54898 ¥1,435 73899 ¥1,468 82900 ¥1,438 79901 ¥1,441 66902 ¥1,434 97903 ¥1,525 66904 ¥1,502 54905 ¥1,529 93906 ¥1,557 68907 ¥1,501 78908 ¥1,433 94909 ¥1,514 84910 ¥1,437 51911 ¥1,468 62912 ¥1,579 83913 ¥1,536 70914 ¥1,583 69915 ¥1,407 85916 ¥1,570 95917 ¥1,494 65918 ¥1,446 98919 ¥1,438 68920 ¥1,546 77921 ¥1,571 92922 ¥1,553 62923 ¥1,429 60924 ¥1,454 60925 ¥1,577 79926 ¥1,427 80927 ¥1,463 50928 ¥1,568 54929 ¥1,415 62930 ¥1,497 81931 ¥1,552 76932 ¥1,479 54933 ¥1,526 87934 ¥1,486 94935 ¥1,470 70936 ¥1,524 77937 ¥1,432 94938 ¥1,516 59939 ¥1,484 62940 ¥1,506 51941 ¥1,414 77942 ¥1,405 95943 ¥1,479 65944 ¥1,451 63945 ¥1,441 58946 ¥1,580 89947 ¥1,444 77948 ¥1,476 67949 ¥1,412 69950 ¥1,510 63951 ¥1,407 65952 ¥1,511 83953 ¥1,403 63954 ¥1,456 85955 ¥1,594 67956 ¥1,536 93957 ¥1,587 68958 ¥1,458 65959 ¥1