์‹œ์žฅ ์‹œ๊ทธ๋„

๊ธฐ์ค€์ผ 2026-05-19 ยท ์ƒ์„ฑ 2026-05-20T08:30:19

์—ญ์‚ฌ์  ํผ์„ผํƒ€์ผ ๊ธฐ๋ฐ˜ ๊ฒฝ๋ณด ยท KR (ํ”„๋กœ๊ทธ๋žจ/ํˆฌ์ž์ž ๋งค๋งค) ยท US (VIXยท์ˆ˜์ต๋ฅ  ๊ณก์„ )

โ† ํ™ˆ์œผ๋กœ
โš  ์‹œ๊ทธ๋„ ํ™œ์„ฑ
โ€ข[โš  ํ”„๋กœ๊ทธ๋žจ ๋น„์ฐจ์ต ์ˆœ๋งค๋„] 2026-05-19: -48,170์–ต์› (์—ญ์‚ฌ์  ํ•˜์œ„ 0.4% โ€” ๊ธฐ์ค€: ํ•˜์œ„ 10%=-15,369์–ต)
ํ”„๋กœ๊ทธ๋žจ ๋น„์ฐจ์ต ์ˆœ๋งค์ˆ˜ โš  ํ•˜์œ„ 0.4%
-4์กฐ 8,170์–ต
๊ฒฝ๋ณด ๊ธฐ์ค€: -1์กฐ 5,369์–ต ์ดํ•˜
์—ญ์‚ฌ์  MAX: -4์กฐ 8,906์–ต
MAX ๋Œ€๋น„: 98.5%
๊ธฐ์ค€์ผ: 2026-05-19
๊ธˆ์œตํˆฌ์ž ์ˆœ๋งค์ˆ˜
3,215์–ต
๊ฒฝ๋ณด ๊ธฐ์ค€: -1,597์–ต ์ดํ•˜ ร— 3์ผ ์—ฐ์†
์—ญ์‚ฌ์  MAX: -3์กฐ 239์–ต
MAX ๋Œ€๋น„: -10.6%
๊ธฐ์ค€์ผ: 2026-05-19
๐Ÿ“– ์ง€ํ‘œ ์„ค๋ช… โ€” ํ”„๋กœ๊ทธ๋žจ ๋น„์ฐจ์ต ์ˆœ๋งค์ˆ˜ & ๊ธˆ์œตํˆฌ์ž ์ˆœ๋งค์ˆ˜ ์ ‘๊ธฐ/ํŽผ์น˜๊ธฐ

ํ”„๋กœ๊ทธ๋žจ ๋น„์ฐจ์ต ์ˆœ๋งค์ˆ˜

ํ”„๋กœ๊ทธ๋žจ ๋งค๋งค๋ž€ ์ปดํ“จํ„ฐ ์•Œ๊ณ ๋ฆฌ์ฆ˜์ด ์—ฌ๋Ÿฌ ์ข…๋ชฉ์„ ๋ฌถ์Œ(๋ฐ”์Šค์ผ“)์œผ๋กœ ๋™์‹œ์— ์‚ฌ๊ณ ํŒŒ๋Š” ๊ฑฐ๋ž˜ ๋ฐฉ์‹์ž…๋‹ˆ๋‹ค. ๊ทธ ์ค‘ ๋น„์ฐจ์ต(้žๅทฎ็›Š) ๊ฑฐ๋ž˜๋Š” ์ง€์ˆ˜ ์„ ๋ฌผ๊ณผ ํ˜„๋ฌผ ๊ฐ„ ๊ฐ€๊ฒฉ ์ฐจ์ด๋ฅผ ์ด์šฉํ•œ ์ฐจ์ต ๊ฑฐ๋ž˜์™€ ๋‹ฌ๋ฆฌ, ํ—ค์ง€ํŽ€๋“œยทETF ์šด์šฉยทํฌํŠธํด๋ฆฌ์˜ค ๋ฆฌ๋ฐธ๋Ÿฐ์‹ฑ ๋“ฑ ์ˆœ์ˆ˜ ํฌ์ง€์…˜ ๋ณ€๊ฒฝ ๋ชฉ์ ์œผ๋กœ ์ด๋ค„์ง€๋Š” ๋Œ€๊ทœ๋ชจ ๋ฐ”์Šค์ผ“ ๋งค๋งค์ž…๋‹ˆ๋‹ค.

  • ์ˆœ๋งค์ˆ˜ (์–‘์ˆ˜, ์ดˆ๋ก): ๊ธฐ๊ด€์ด ์‹œ์žฅ์— ๋งค์ˆ˜ ์••๋ ฅ์„ ๊ฐ€ํ•˜๋Š” ์ƒํƒœ โ†’ ํ†ต์ƒ KOSPI ์ง€์ง€
  • ์ˆœ๋งค๋„ (์Œ์ˆ˜, ๋นจ๊ฐ•): ๋Œ€๊ทœ๋ชจ ํ˜„๋ฌผ ํŒ”๊ธฐ โ†’ KOSPI ํ•˜๋ฝ ์••๋ ฅ
  • ๊ฒฝ๋ณด ๊ธฐ์ค€: ์ตœ๊ทผ 250๊ฑฐ๋ž˜์ผ ์—ญ์‚ฌ์  ๋ถ„ํฌ์˜ ํ•˜์œ„ 10% โ€” ์ฆ‰ ๊ทน๋‹จ์ ์œผ๋กœ ํฐ ๋งค๋„๊ฐ€ ๋‚˜์˜ฌ ๋•Œ ์‹œ๊ทธ๋„ ๋ฐœ์ƒ
  • ์™ธ๊ตญ์ธ์˜ ETF ํ™˜๋งคยท๋Œ€๊ทœ๋ชจ ๋ฆฌ๋ฐธ๋Ÿฐ์‹ฑ์ด ๋นˆ๋ฒˆํžˆ ๋ฐ˜์˜๋˜์–ด, ์‹œ์žฅ ์ถฉ๊ฒฉ์„ ์„ ํ–‰ํ•˜๋Š” ๊ฒฝํ–ฅ์ด ์žˆ์Œ

๐Ÿ“Œ ์ถœ์ฒ˜: KRX ์ •๋ณด๋ฐ์ดํ„ฐ์‹œ์Šคํ…œ MDCSTAT02601 (ํ”„๋กœ๊ทธ๋žจ๋งค๋งค ๋™ํ–ฅ) โ€” ๋น„์ฐจ์ต ๋งค๋„ยท๋งค์ˆ˜ ํ•ฉ์‚ฐ ํ›„ ์ˆœ๋งค์ˆ˜ ๊ณ„์‚ฐ

๊ธˆ์œตํˆฌ์ž ์ˆœ๋งค์ˆ˜

๊ธˆ์œตํˆฌ์ž๋Š” ์ฆ๊ถŒ์‚ฌยท์ž์‚ฐ์šด์šฉ์‚ฌยทํˆฌ์ž์€ํ–‰ ๋“ฑ ์ „๋ฌธ ๊ธˆ์œต๊ธฐ๊ด€์˜ ์ž๊ธฐ๊ณ„์ •(๊ณ ์œ ๊ณ„์ •) ๋งค๋งค๋ฅผ ์ง‘๊ณ„ํ•œ ํˆฌ์ž์ž ์œ ํ˜•์ž…๋‹ˆ๋‹ค. KOSPI ์‹œ์žฅ์—์„œ ๊ฐ€์žฅ ์ •๋ณด๋ ฅ์ด ๋†’๊ณ  ์ž๋ณธ๋ ฅ์ด ํฐ ์ฃผ์ฒด๋กœ, ๋‹จ๊ธฐ ๋ฐฉํ–ฅ์„ฑ ๋ฒ ํŒ…๊ณผ ํ—ค์ง€ ๋ชฉ์  ๋งค๋งค๋ฅผ ๋ชจ๋‘ ํฌํ•จํ•ฉ๋‹ˆ๋‹ค.

  • ์—ฐ์† ์ˆœ๋งค๋„๊ฐ€ 3์ผ ์ด์ƒ ์ง€์†๋˜๋ฉด ๊ธฐ๊ด€์˜ ๋ฆฌ์Šคํฌ ์ถ•์†Œ ์‹ ํ˜ธ๋กœ ํ•ด์„
  • ๊ฒฝ๋ณด ๊ธฐ์ค€: ์—ญ์‚ฌ์  ํ•˜์œ„ 10% ๊ฐ•๋„๋กœ 3๊ฑฐ๋ž˜์ผ ์—ฐ์† ์ˆœ๋งค๋„ ์‹œ ๋ฐœ๋™
  • ๋‹จ์ผ ์ด๋ฒคํŠธ์„ฑ ๋Œ€ํ˜• ๋งค๋„๋ณด๋‹ค ์ง€์†์„ฑ์ด ๋” ์ค‘์š”ํ•œ ์ง€ํ‘œ
  • ํ”„๋กœ๊ทธ๋žจ ๋น„์ฐจ์ต๊ณผ ๋™์‹œ ๊ฒฝ๋ณด ์‹œ ์‹œ์žฅ ์œ„ํ—˜ ์ˆ˜์ค€์ด ํฌ๊ฒŒ ๋†’์•„์ง

๐Ÿ“Œ ์ถœ์ฒ˜: pykrx ํˆฌ์ž์ž๋ณ„ ๋งค๋งค ๋™ํ–ฅ (๊ธˆ์œตํˆฌ์ž = ์ฆ๊ถŒ์‚ฌยท์ž์‚ฐ์šด์šฉยทํˆฌ์ž์€ํ–‰ ์ž๊ธฐ๊ณ„์ • ํ•ฉ์‚ฐ)

ํ”„๋กœ๊ทธ๋žจ ๋น„์ฐจ์ต ์ˆœ๋งค์ˆ˜ โš  ํ•˜์œ„ 0.4% ๊ฒฝ๋ณด: -1์กฐ 5,369์–ตโ†“
3๊ฐœ์›” ์ถ”์ด   ์ˆœ๋งค๋„   KOSPI ์ง€์ˆ˜
2026-02-12: 1์กฐ 9,947์–ต | KOSPI 5,522 2026-02-13: -5,383์–ต | KOSPI 5,507 2026-02-19: -2,541์–ต | KOSPI 5,677 2026-02-20: -3,985์–ต | KOSPI 5,809 2026-02-23: -7,480์–ต | KOSPI 5,846 2026-02-24: 3,514์–ต | KOSPI 5,970 2026-02-25: -1,629์–ต | KOSPI 6,084 2026-02-26: -1์กฐ 5,250์–ต | KOSPI 6,307 2026-02-27: -4์กฐ 7,390์–ต | KOSPI 6,244 2026-03-03: -2์กฐ 7,756์–ต | KOSPI 5,792 2026-03-04: 6,718์–ต | KOSPI 5,094 2026-03-05: -8,492์–ต | KOSPI 5,584 2026-03-06: -1์กฐ 1,688์–ต | KOSPI 5,585 2026-03-09: -1์กฐ 8,180์–ต | KOSPI 5,252 2026-03-10: 1์กฐ 759์–ต | KOSPI 5,533 2026-03-11: -8,299์–ต | KOSPI 5,610 2026-03-12: -1์กฐ 5,149์–ต | KOSPI 5,583 2026-03-13: -1์กฐ 3,184์–ต | KOSPI 5,487 2026-03-16: -7,527์–ต | KOSPI 5,550 2026-03-17: -6,301์–ต | KOSPI 5,640 2026-03-18: 7,801์–ต | KOSPI 5,925 2026-03-19: -1์กฐ 9,787์–ต | KOSPI 5,763 2026-03-20: -1์กฐ 7,850์–ต | KOSPI 5,781 2026-03-23: -2์กฐ 9,757์–ต | KOSPI 5,406 2026-03-24: -1์กฐ 7,907์–ต | KOSPI 5,554 2026-03-25: -7,057์–ต | KOSPI 5,642 2026-03-26: -1์กฐ 8,599์–ต | KOSPI 5,460 2026-03-27: -1์กฐ 9,391์–ต | KOSPI 5,439 2026-03-30: -5,146์–ต | KOSPI 5,277 2026-03-31: -2์กฐ 3,523์–ต | KOSPI 5,052 2026-04-01: 2,712์–ต | KOSPI 5,479 2026-04-02: 1,068์–ต | KOSPI 5,234 2026-04-03: 9,034์–ต | KOSPI 5,377 2026-04-06: -3,197์–ต | KOSPI 5,450 2026-04-07: 3,183์–ต | KOSPI 5,495 2026-04-08: 1์กฐ 2,669์–ต | KOSPI 5,872 2026-04-09: -1์กฐ 3,919์–ต | KOSPI 5,778 2026-04-10: 709์–ต | KOSPI 5,859 2026-04-13: 330์–ต | KOSPI 5,809 2026-04-14: 6,178์–ต | KOSPI 5,968 2026-04-15: 1,548์–ต | KOSPI 6,091 2026-04-16: 1,360์–ต | KOSPI 6,226 2026-04-17: -1์กฐ 7,106์–ต | KOSPI 6,192 2026-04-20: -1,937์–ต | KOSPI 6,219 2026-04-21: 9,402์–ต | KOSPI 6,388 2026-04-22: -5,043์–ต | KOSPI 6,418 2026-04-23: 2,318์–ต | KOSPI 6,476 2026-04-24: -1์กฐ 4,062์–ต | KOSPI 6,476 2026-04-27: 7,060์–ต | KOSPI 6,615 2026-04-28: 4,712์–ต | KOSPI 6,641 2026-04-29: 3,625์–ต | KOSPI 6,691 2026-04-30: -1์กฐ 4,819์–ต | KOSPI 6,599 2026-05-04: 2์กฐ 5,001์–ต | KOSPI 6,937 2026-05-06: 3,717์–ต | KOSPI 7,385 2026-05-07: -4์กฐ 8,906์–ต | KOSPI 7,490 2026-05-08: -3์กฐ 3,613์–ต | KOSPI 7,498 2026-05-11: -3์กฐ 9,387์–ต | KOSPI 7,822 2026-05-12: -3์กฐ 3,750์–ต | KOSPI 7,643 2026-05-13: -1์กฐ 5,327์–ต | KOSPI 7,844 2026-05-14: 33์–ต | KOSPI 7,981 2026-05-15: -4์กฐ 4,664์–ต | KOSPI 7,493 2026-05-18: -1์กฐ 8,148์–ต | KOSPI 7,516 2026-05-19: -4์กฐ 8,170์–ต | KOSPI 7,272
โ† 3๊ฐœ์›” ์ „์˜ค๋Š˜ โ†’
KOSPI ์ƒ๊ด€๊ณ„์ˆ˜ (Pearson r): -0.406 (โ€” ์ƒ๊ด€์„ฑ ์ค‘๊ฐ„, ์Œ์˜ ์ƒ๊ด€: ์ˆœ๋งค๋„โ†‘ โ†’ KOSPIโ†“)
1๊ฐœ์›” ์ƒ์„ธ (์ตœ์‹ ์ˆœ)
๋‚ ์งœ ์ˆœ๋งค์ˆ˜ ์—ญ์‚ฌMAX MAX๋น„์œจ(%) KOSPI
2026-05-19 -4์กฐ 8,170์–ต -4์กฐ 8,906์–ต 98.5 7,272
2026-05-18 -1์กฐ 8,148์–ต -4์กฐ 8,906์–ต 37.1 7,516
2026-05-15 -4์กฐ 4,664์–ต -4์กฐ 8,906์–ต 91.3 7,493
2026-05-14 33์–ต -4์กฐ 8,906์–ต -0.1 7,981
2026-05-13 -1์กฐ 5,327์–ต -4์กฐ 8,906์–ต 31.3 7,844
2026-05-12 -3์กฐ 3,750์–ต -4์กฐ 8,906์–ต 69.0 7,643
2026-05-11 -3์กฐ 9,387์–ต -4์กฐ 8,906์–ต 80.5 7,822
2026-05-08 -3์กฐ 3,613์–ต -4์กฐ 8,906์–ต 68.7 7,498
2026-05-07 -4์กฐ 8,906์–ต -4์กฐ 8,906์–ต 100.0 7,490
2026-05-06 3,717์–ต -4์กฐ 8,906์–ต -7.6 7,385
2026-05-04 2์กฐ 5,001์–ต -4์กฐ 8,906์–ต -51.1 6,937
2026-04-30 -1์กฐ 4,819์–ต -4์กฐ 8,906์–ต 30.3 6,599
2026-04-29 3,625์–ต -4์กฐ 8,906์–ต -7.4 6,691
2026-04-28 4,712์–ต -4์กฐ 8,906์–ต -9.6 6,641
2026-04-27 7,060์–ต -4์กฐ 8,906์–ต -14.4 6,615
2026-04-24 -1์กฐ 4,062์–ต -4์กฐ 8,906์–ต 28.8 6,476
2026-04-23 2,318์–ต -4์กฐ 8,906์–ต -4.7 6,476
2026-04-22 -5,043์–ต -4์กฐ 8,906์–ต 10.3 6,418
2026-04-21 9,402์–ต -4์กฐ 8,906์–ต -19.2 6,388
2026-04-20 -1,937์–ต -4์กฐ 8,906์–ต 4.0 6,219
2026-04-17 -1์กฐ 7,106์–ต -4์กฐ 8,906์–ต 35.0 6,192
๊ธˆ์œตํˆฌ์ž ์ˆœ๋งค์ˆ˜ ๊ฒฝ๋ณด: -1,597์–ตโ†“ ร— 3์ผ
3๊ฐœ์›” ์ถ”์ด   ์ˆœ๋งค๋„   KOSPI ์ง€์ˆ˜
2026-02-12: 1์กฐ 816์–ต | KOSPI 5,522 2026-02-13: 1,810์–ต | KOSPI 5,507 2026-02-19: 1์กฐ 6,691์–ต | KOSPI 5,677 2026-02-20: 1์กฐ 9,351์–ต | KOSPI 5,809 2026-02-23: 5,330์–ต | KOSPI 5,846 2026-02-24: 2์กฐ 6,669์–ต | KOSPI 5,970 2026-02-25: 1์กฐ 9,937์–ต | KOSPI 6,084 2026-02-26: 1์กฐ 6,371์–ต | KOSPI 6,307 2026-02-27: 1์กฐ 1,043์–ต | KOSPI 6,244 2026-03-03: -7,283์–ต | KOSPI 5,792 2026-03-04: -5,830์–ต | KOSPI 5,094 2026-03-05: -1์กฐ 2,234์–ต | KOSPI 5,584 2026-03-06: -5,975์–ต | KOSPI 5,585 2026-03-09: -1์กฐ 1,713์–ต | KOSPI 5,252 2026-03-10: 7,448์–ต | KOSPI 5,533 2026-03-11: 7,254์–ต | KOSPI 5,610 2026-03-12: -746์–ต | KOSPI 5,583 2026-03-13: -9,500์–ต | KOSPI 5,487 2026-03-16: -1,040์–ต | KOSPI 5,550 2026-03-17: 4,274์–ต | KOSPI 5,640 2026-03-18: 3์กฐ 984์–ต | KOSPI 5,925 2026-03-19: -6,655์–ต | KOSPI 5,763 2026-03-20: 4,566์–ต | KOSPI 5,781 2026-03-23: -3์กฐ 239์–ต | KOSPI 5,406 2026-03-24: 1์กฐ 178์–ต | KOSPI 5,554 2026-03-25: 2์กฐ 3,351์–ต | KOSPI 5,642 2026-03-26: 3,185์–ต | KOSPI 5,460 2026-03-27: 4,181์–ต | KOSPI 5,439 2026-03-30: 7,440์–ต | KOSPI 5,277 2026-03-31: 9,477์–ต | KOSPI 5,052 2026-04-01: 3์กฐ 4,308์–ต | KOSPI 5,479 2026-04-02: -1์กฐ 6,900์–ต | KOSPI 5,234 2026-04-03: 2,839์–ต | KOSPI 5,377 2026-04-06: 7,597์–ต | KOSPI 5,450 2026-04-07: -3,918์–ต | KOSPI 5,495 2026-04-08: 2์กฐ 9,960์–ต | KOSPI 5,872 2026-04-09: 5,040์–ต | KOSPI 5,778 2026-04-10: 868์–ต | KOSPI 5,859 2026-04-13: -4,814์–ต | KOSPI 5,809 2026-04-14: 1์กฐ 3,513์–ต | KOSPI 5,968 2026-04-15: 8,214์–ต | KOSPI 6,091 2026-04-16: 1์กฐ 2,460์–ต | KOSPI 6,226 2026-04-17: 4,343์–ต | KOSPI 6,192 2026-04-20: 5,183์–ต | KOSPI 6,219 2026-04-21: 9,753์–ต | KOSPI 6,388 2026-04-22: -4,102์–ต | KOSPI 6,418 2026-04-23: 177์–ต | KOSPI 6,476 2026-04-24: 1์กฐ 383์–ต | KOSPI 6,476 2026-04-27: 1์กฐ 5,492์–ต | KOSPI 6,615 2026-04-28: 6,839์–ต | KOSPI 6,641 2026-04-29: 1,646์–ต | KOSPI 6,691 2026-04-30: 5,089์–ต | KOSPI 6,599 2026-05-04: 1์กฐ 9,159์–ต | KOSPI 6,937 2026-05-06: -8,284์–ต | KOSPI 7,385 2026-05-07: 1์กฐ 7,617์–ต | KOSPI 7,490 2026-05-08: 1์กฐ 5,166์–ต | KOSPI 7,498 2026-05-11: 1์กฐ 28์–ต | KOSPI 7,822 2026-05-12: -6,205์–ต | KOSPI 7,643 2026-05-13: 1์กฐ 8,852์–ต | KOSPI 7,844 2026-05-14: 1์กฐ 2,618์–ต | KOSPI 7,981 2026-05-15: -9,325์–ต | KOSPI 7,493 2026-05-18: 1์กฐ 4,000์–ต | KOSPI 7,516 2026-05-19: 3,215์–ต | KOSPI 7,272
โ† 3๊ฐœ์›” ์ „์˜ค๋Š˜ โ†’
KOSPI ์ƒ๊ด€๊ณ„์ˆ˜ (Pearson r): +0.286 (โ€” ์ƒ๊ด€์„ฑ ์•ฝํ•จ, ์–‘์˜ ์ƒ๊ด€: ์ˆœ๋งค์ˆ˜โ†‘ โ†’ KOSPIโ†‘)
1๊ฐœ์›” ์ƒ์„ธ (์ตœ์‹ ์ˆœ)
๋‚ ์งœ ์ˆœ๋งค์ˆ˜ ์—ญ์‚ฌMAX MAX๋น„์œจ(%) KOSPI
2026-05-19 3,215์–ต -3์กฐ 239์–ต -10.6 7,272
2026-05-18 1์กฐ 4,000์–ต -3์กฐ 239์–ต -46.3 7,516
2026-05-15 -9,325์–ต -3์กฐ 239์–ต 30.8 7,493
2026-05-14 1์กฐ 2,618์–ต -3์กฐ 239์–ต -41.7 7,981
2026-05-13 1์กฐ 8,852์–ต -3์กฐ 239์–ต -62.3 7,844
2026-05-12 -6,205์–ต -3์กฐ 239์–ต 20.5 7,643
2026-05-11 1์กฐ 28์–ต -3์กฐ 239์–ต -33.2 7,822
2026-05-08 1์กฐ 5,166์–ต -3์กฐ 239์–ต -50.2 7,498
2026-05-07 1์กฐ 7,617์–ต -3์กฐ 239์–ต -58.3 7,490
2026-05-06 -8,284์–ต -3์กฐ 239์–ต 27.4 7,385
2026-05-04 1์กฐ 9,159์–ต -3์กฐ 239์–ต -63.4 6,937
2026-04-30 5,089์–ต -3์กฐ 239์–ต -16.8 6,599
2026-04-29 1,646์–ต -3์กฐ 239์–ต -5.4 6,691
2026-04-28 6,839์–ต -3์กฐ 239์–ต -22.6 6,641
2026-04-27 1์กฐ 5,492์–ต -3์กฐ 239์–ต -51.2 6,615
2026-04-24 1์กฐ 383์–ต -3์กฐ 239์–ต -34.3 6,476
2026-04-23 177์–ต -3์กฐ 239์–ต -0.6 6,476
2026-04-22 -4,102์–ต -3์กฐ 239์–ต 13.6 6,418
2026-04-21 9,753์–ต -3์กฐ 239์–ต -32.3 6,388
2026-04-20 5,183์–ต -3์กฐ 239์–ต -17.1 6,219
2026-04-17 4,343์–ต -3์กฐ 239์–ต -14.4 6,192

๐Ÿ“ˆ KOSPI ์ง€์ˆ˜์™€์˜ ์ƒ๊ด€๊ด€๊ณ„ ๋ถ„์„

ํ”„๋กœ๊ทธ๋žจ ๋น„์ฐจ์ต ์ˆœ๋งค์ˆ˜ โ†” KOSPI r = -0.406
โˆ’1.0 (์™„์ „ ์Œ์˜ ์ƒ๊ด€)0+1.0 (์™„์ „ ์–‘์˜ ์ƒ๊ด€)
์ค‘๊ฐ„ ์ƒ๊ด€ (|r|>0.4) ์ˆœ๋งค๋„ ์ฆ๊ฐ€ ์‹œ KOSPI ํ•˜๋ฝ ๋™์กฐ ๊ฒฝํ–ฅ
๊ธˆ์œตํˆฌ์ž ์ˆœ๋งค์ˆ˜ โ†” KOSPI r = +0.286
โˆ’1.0 (์™„์ „ ์Œ์˜ ์ƒ๊ด€)0+1.0 (์™„์ „ ์–‘์˜ ์ƒ๊ด€)
์•ฝํ•œ ์ƒ๊ด€ (|r|โ‰ค0.4) ์ˆœ๋งค์ˆ˜ ์ฆ๊ฐ€ ์‹œ KOSPI ์ƒ์Šน ๋™์กฐ ๊ฒฝํ–ฅ
โ–ถ ์ƒ๊ด€๊ด€๊ณ„ ํ•ด์„ ๋ฐฉ๋ฒ• ๋ณด๊ธฐ

Pearson ์ƒ๊ด€๊ณ„์ˆ˜(r)๋ž€?

๋‘ ๋ณ€์ˆ˜๊ฐ€ ํ•จ๊ป˜ ์›€์ง์ด๋Š” ์„ ํ˜• ๊ด€๊ณ„์˜ ๊ฐ•๋„์™€ ๋ฐฉํ–ฅ์„ โˆ’1 ~ +1 ๋ฒ”์œ„๋กœ ๋‚˜ํƒ€๋ƒ…๋‹ˆ๋‹ค.

r ๋ฒ”์œ„ ํ•ด์„
0.7 ~ 1.0๊ฐ•ํ•œ ์–‘์˜ ์ƒ๊ด€ โ€” ํ•จ๊ป˜ ์˜ค๋ฆ„
0.4 ~ 0.7์ค‘๊ฐ„ ์–‘์˜ ์ƒ๊ด€
โˆ’0.4 ~ 0.4์•ฝํ•œ/๋ฌด ์ƒ๊ด€
โˆ’0.7 ~ โˆ’0.4์ค‘๊ฐ„ ์Œ์˜ ์ƒ๊ด€
โˆ’1.0 ~ โˆ’0.7๊ฐ•ํ•œ ์Œ์˜ ์ƒ๊ด€ โ€” ๋ฐ˜๋Œ€๋กœ ์›€์ง์ž„

โ€ป ์ตœ๊ทผ 250๊ฑฐ๋ž˜์ผ ๋ฐ์ดํ„ฐ ๊ธฐ์ค€์œผ๋กœ ๊ณ„์‚ฐ (์•ฝ 1๋…„)

์ด ์ง€ํ‘œ๋ฅผ ์–ด๋–ป๊ฒŒ ํ™œ์šฉํ•˜๋‚˜์š”?

  • ํ”„๋กœ๊ทธ๋žจ ๋น„์ฐจ์ต r โ‰ˆ โˆ’0.37 ์ˆ˜์ค€์ด๋ฉด, ๋น„์ฐจ์ต ์ˆœ๋งค๋„๊ฐ€ ํฌ๊ฒŒ ๋Š˜์–ด๋‚  ๋•Œ KOSPI๊ฐ€ ์†Œํญ ํ•˜๋ฝํ•˜๋Š” ๊ฒฝํ–ฅ์ด ์žˆ์Œ์„ ์˜๋ฏธํ•ฉ๋‹ˆ๋‹ค. ์ด๋Š” ์™ธ๊ตญ์ธ ETF ํ™˜๋งค ๋“ฑ ๋Œ€๊ทœ๋ชจ ํ˜„๋ฌผ ๋งค๋„๊ฐ€ ์‹œ์žฅ์— ๋งค๋„ ์••๋ ฅ์„ ์ฃผ๊ธฐ ๋•Œ๋ฌธ์ž…๋‹ˆ๋‹ค.
  • ๊ธˆ์œตํˆฌ์ž r โ‰ˆ +0.28 ์ˆ˜์ค€์ด๋ฉด, ๊ธˆ์œตํˆฌ์ž ๊ธฐ๊ด€์˜ ์ˆœ๋งค์ˆ˜๊ฐ€ ๋Š˜์–ด๋‚  ๋•Œ KOSPI๋„ ์†Œํญ ์ƒ์Šนํ•˜๋Š” ๊ฒฝํ–ฅ์ด ์žˆ์Œ์„ ๋‚˜ํƒ€๋ƒ…๋‹ˆ๋‹ค. ๋‹จ, ์ด ๊ฐ’์ด ์ž‘์„์ˆ˜๋ก ๊ธˆ์œตํˆฌ์ž ๋งค๋งค์™€ KOSPI์˜ ์ง์ ‘์  ์—ฐ๊ด€์„ฑ์€ ๋‚ฎ์Šต๋‹ˆ๋‹ค.
  • ์ƒ๊ด€๊ณ„์ˆ˜๋Š” ๋™ํ–‰ ๋˜๋Š” ํ›„ํ–‰ ๊ด€๊ณ„๋ฅผ ๋ณด์—ฌ์ค„ ๋ฟ, ์ธ๊ณผ๊ด€๊ณ„๋ฅผ ์˜๋ฏธํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ๊ฒฝ๋ณด ์‹œ๊ทธ๋„ ๋ฐœ์ƒ ์‹œ ์ฐธ๊ณ  ์ง€ํ‘œ๋กœ ํ™œ์šฉํ•˜๋˜ ๋‹จ๋… ํŒ๋‹จ ๊ธฐ์ค€์œผ๋กœ ์‚ผ์ง€ ์•Š๋„๋ก ํ•ฉ๋‹ˆ๋‹ค.
  • ์ƒ๊ด€๊ณ„์ˆ˜๊ฐ€ โˆ’0.6 ์ดํ•˜๋กœ ๊ฐ•ํ•ด์ง„๋‹ค๋ฉด, ํ”„๋กœ๊ทธ๋žจ ๋น„์ฐจ์ต ๊ฒฝ๋ณด๊ฐ€ KOSPI ๊ธ‰๋ฝ๊ณผ ๋” ๋ฐ€์ ‘ํ•˜๊ฒŒ ์—ฐ๊ฒฐ๋œ ๊ตญ๋ฉด์œผ๋กœ ์ฃผ์˜๊ฐ€ ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค.

์ถœ์ฒ˜: KRX MDCSTAT02601 (ํ”„๋กœ๊ทธ๋žจ๋งค๋งค) ยท pykrx ํˆฌ์ž์ž๋ณ„๋งค๋งค | ๊ฐฑ์‹ : make v2-market-signals (์ฆ๋ถ„ ์ˆ˜์ง‘)

โœ“ ํ˜„์žฌ VIXยท์ˆ˜์ต๋ฅ  ์—ญ์ „ ๊ฒฝ๋ณด ์—†์Œ
VIX ๊ณตํฌ ์ง€์ˆ˜
17.83
๊ฒฝ๋ณด ๊ธฐ์ค€: 20.28 ์ด์ƒ (์—ญ์‚ฌ์  ์ƒ์œ„ 20%)
VIX < 20: ์ €๋ณ€๋™์„ฑ(์•ˆ์ •) ยท 20~30: ์ค‘๊ฐ„ ยท > 30: ๊ณ ๊ณตํฌ
10Y-3M ์ˆ˜์ต๋ฅ  ๊ณก์„ 
+1.067%
spread = ๋ฏธ๊ตญ์ฑ„ 10๋…„ - 3๊ฐœ์›” ๊ธˆ๋ฆฌ
์Œ์ˆ˜(์—ญ์ „) โ†’ ๊ฒฝ๊ธฐ์นจ์ฒด ์„ ํ–‰ ์ง€ํ‘œ (ํ‰๊ท  6~18๊ฐœ์›” ํ›„)
VIX ๊ณตํฌ ์ง€์ˆ˜
3๊ฐœ์›” ์ถ”์ด ๊ณตํฌ ์ฃผ์˜ ์•ˆ์ •  |  ๊ฒฝ๋ณด์„ : 20.28
2026-02-19: VIX 20.23 2026-02-20: VIX 19.09 2026-02-23: VIX 21.01 2026-02-24: VIX 19.55 2026-02-25: VIX 17.93 2026-02-26: VIX 18.63 2026-02-27: VIX 19.86 2026-03-02: VIX 21.44 2026-03-03: VIX 23.57 2026-03-04: VIX 21.15 2026-03-05: VIX 23.75 2026-03-06: VIX 29.49 2026-03-09: VIX 25.5 2026-03-10: VIX 24.93 2026-03-11: VIX 24.23 2026-03-12: VIX 27.29 2026-03-13: VIX 27.19 2026-03-16: VIX 23.51 2026-03-17: VIX 22.37 2026-03-18: VIX 25.09 2026-03-19: VIX 24.06 2026-03-20: VIX 26.78 2026-03-23: VIX 26.15 2026-03-24: VIX 26.95 2026-03-25: VIX 25.33 2026-03-26: VIX 27.44 2026-03-27: VIX 31.05 2026-03-30: VIX 30.61 2026-03-31: VIX 25.25 2026-04-01: VIX 24.54 2026-04-02: VIX 23.87 2026-04-06: VIX 24.17 2026-04-07: VIX 25.78 2026-04-08: VIX 21.04 2026-04-09: VIX 19.49 2026-04-10: VIX 19.23 2026-04-13: VIX 19.12 2026-04-14: VIX 18.36 2026-04-15: VIX 18.17 2026-04-16: VIX 17.94 2026-04-17: VIX 17.48 2026-04-20: VIX 18.87 2026-04-21: VIX 19.5 2026-04-22: VIX 18.92 2026-04-23: VIX 19.31 2026-04-24: VIX 18.71 2026-04-27: VIX 18.02 2026-04-28: VIX 17.83 2026-04-29: VIX 18.81 2026-04-30: VIX 16.89 2026-05-01: VIX 16.99 2026-05-04: VIX 18.29 2026-05-05: VIX 17.38 2026-05-06: VIX 17.39 2026-05-07: VIX 17.08 2026-05-08: VIX 17.19 2026-05-11: VIX 18.38 2026-05-12: VIX 17.99 2026-05-13: VIX 17.87 2026-05-14: VIX 17.26 2026-05-15: VIX 18.43 2026-05-18: VIX 18.4 2026-05-19: VIX 17.83
โ† 3๊ฐœ์›” ์ „์˜ค๋Š˜ โ†’
์ตœ๊ทผ 1๊ฐœ์›” (์ตœ์‹ ์ˆœ)
๋‚ ์งœ VIX ๊ฒฝ๋ณด๊ธฐ์ค€ ์ƒํƒœ
2026-05-19 17.83 20.28 ์•ˆ์ •
2026-05-18 18.4 20.28 ์•ˆ์ •
2026-05-15 18.43 20.28 ์•ˆ์ •
2026-05-14 17.26 20.28 ์•ˆ์ •
2026-05-13 17.87 20.28 ์•ˆ์ •
2026-05-12 17.99 20.28 ์•ˆ์ •
2026-05-11 18.38 20.28 ์•ˆ์ •
2026-05-08 17.19 20.28 ์•ˆ์ •
2026-05-07 17.08 20.28 ์•ˆ์ •
2026-05-06 17.39 20.28 ์•ˆ์ •
2026-05-05 17.38 20.28 ์•ˆ์ •
2026-05-04 18.29 20.28 ์•ˆ์ •
2026-05-01 16.99 20.28 ์•ˆ์ •
2026-04-30 16.89 20.28 ์•ˆ์ •
2026-04-29 18.81 20.28 ์•ˆ์ •
2026-04-28 17.83 20.28 ์•ˆ์ •
2026-04-27 18.02 20.28 ์•ˆ์ •
2026-04-24 18.71 20.28 ์•ˆ์ •
2026-04-23 19.31 20.28 ์•ˆ์ •
2026-04-22 18.92 20.28 ์•ˆ์ •
2026-04-21 19.5 20.28 ์•ˆ์ •
๋ฏธ๊ตญ์ฑ„ ์ˆ˜์ต๋ฅ  ๊ณก์„  (10Y - 3M)
3๊ฐœ์›” Spread ์ถ”์ด (10Yโˆ’3M, %) ์—ญ์ „(์Œ์ˆ˜) ์ •์ƒ(์–‘์ˆ˜)
โ† 3๊ฐœ์›” ์ „์˜ค๋Š˜ โ†’
์ตœ๊ทผ 1๊ฐœ์›” (์ตœ์‹ ์ˆœ)
๋‚ ์งœ 10Y (%) 3M (%) Spread ์ƒํƒœ
2026-05-19 4.647 3.58 +1.067 ์ •์ƒ
2026-05-18 4.595 3.588 +1.007 ์ •์ƒ
2026-05-15 4.595 3.588 +1.007 ์ •์ƒ
2026-05-14 4.461 3.588 +0.873 ์ •์ƒ
2026-05-13 4.481 3.6 +0.881 ์ •์ƒ
2026-05-12 4.463 3.603 +0.860 ์ •์ƒ
2026-05-11 4.41 3.6 +0.810 ์ •์ƒ
2026-05-08 4.364 3.595 +0.769 ์ •์ƒ
2026-05-07 4.392 3.598 +0.794 ์ •์ƒ
2026-05-06 4.356 3.6 +0.756 ์ •์ƒ
2026-05-05 4.416 3.6 +0.816 ์ •์ƒ
2026-05-04 4.446 3.59 +0.856 ์ •์ƒ
2026-05-01 4.378 3.575 +0.803 ์ •์ƒ
2026-04-30 4.39 3.585 +0.805 ์ •์ƒ
2026-04-29 4.418 3.59 +0.828 ์ •์ƒ
2026-04-28 4.354 3.59 +0.764 ์ •์ƒ
2026-04-27 4.336 3.59 +0.746 ์ •์ƒ
2026-04-24 4.31 3.593 +0.717 ์ •์ƒ
2026-04-23 4.323 3.595 +0.728 ์ •์ƒ
2026-04-22 4.294 3.595 +0.699 ์ •์ƒ
2026-04-21 4.292 3.598 +0.694 ์ •์ƒ
๐Ÿ“– ์ง€ํ‘œ ์„ค๋ช… โ€” VIX & ์ˆ˜์ต๋ฅ  ๊ณก์„  ์ ‘๊ธฐ/ํŽผ์น˜๊ธฐ

VIX (CBOE ๋ณ€๋™์„ฑ ์ง€์ˆ˜)

S&P500 ์˜ต์…˜ ๊ฐ€๊ฒฉ์—์„œ ์ถ”์ถœํ•œ ํ–ฅํ›„ 30์ผ ์‹œ์žฅ ๋ณ€๋™์„ฑ ์˜ˆ์ƒ์น˜์ž…๋‹ˆ๋‹ค. "๊ณตํฌ ์ง€์ˆ˜"๋ผ๊ณ ๋„ ๋ถˆ๋ฆฌ๋ฉฐ, ์‹œ์žฅ ์ฐธ์—ฌ์ž๋“ค์ด ์–ผ๋งˆ๋‚˜ ๋ถˆ์•ˆํ•ดํ•˜๋Š”์ง€๋ฅผ ๋‚˜ํƒ€๋ƒ…๋‹ˆ๋‹ค.

  • VIX < 20: ์ €๋ณ€๋™์„ฑ / ์•ˆ์ • โ€” ๊ฐ•์„ธ ์‹œ์žฅ ๊ฒฝํ–ฅ
  • VIX 20~30: ์ค‘๊ฐ„ ๋ถˆ์•ˆ โ€” ์ฃผ์˜ ๊ตฌ๊ฐ„
  • VIX > 30: ๊ณ ๊ณตํฌ โ€” ๊ธ‰๋ฝยทํŒจ๋‹‰ ๊ตญ๋ฉด. ์—ญ์„ค์ ์œผ๋กœ ์ €์  ๋งค์ˆ˜ ๊ธฐํšŒ์ด๊ธฐ๋„ ํ•จ
  • VIX > 40: ๊ทน๋„์˜ ๊ณตํฌ (2008, 2020 ์ฝ”๋กœ๋‚˜ ์ˆ˜์ค€)

๐Ÿ“Œ ์ถœ์ฒ˜: yfinance ^VIX (CBOE Volatility Index)

์ˆ˜์ต๋ฅ  ๊ณก์„  ์—ญ์ „ (Yield Curve Inversion)

ํ†ต์ƒ 10๋…„ ๊ตญ์ฑ„ ๊ธˆ๋ฆฌ > 3๊ฐœ์›” ๊ตญ์ฑ„ ๊ธˆ๋ฆฌ์ธ๋ฐ, ์ด ๊ด€๊ณ„๊ฐ€ ๋’ค์ง‘ํžˆ๋ฉด(์—ญ์ „) ๊ฒฝ๊ธฐ์นจ์ฒด ์„ ํ–‰ ์‹ ํ˜ธ๋กœ ํ•ด์„๋ฉ๋‹ˆ๋‹ค.

  • 10Y - 3M spread < 0: ์—ญ์ „ ์ƒํƒœ โ€” ๋‹จ๊ธฐ ๊ธˆ๋ฆฌ > ์žฅ๊ธฐ ๊ธˆ๋ฆฌ
  • ์—ญ์‚ฌ์ ์œผ๋กœ ์—ญ์ „ ํ›„ ํ‰๊ท  6~18๊ฐœ์›” ๋‚ด ๊ฒฝ๊ธฐ์นจ์ฒด ์ง„์ž…
  • 2022~2023๋…„ ์—ญ์ „์€ 2024๋…„ ๊ฒฝ๊ธฐ ๋‘”ํ™”์™€ ์—ฐ๊ฒฐ๋จ
  • ์—ญ์ „์ด ํ•ด์†Œ(์ •์ƒํ™”)๋  ๋•Œ๊ฐ€ ์˜คํžˆ๋ ค ๊ฒฝ๊ธฐ์นจ์ฒด ์ง์ „์ธ ๊ฒฝ์šฐ๋„ ์žˆ์Œ

๐Ÿ“Œ ์ถœ์ฒ˜: yfinance ^TNX (10Y) ยท ^IRX (3M Treasury)

๋ฐ์ดํ„ฐ: yfinance (^VIX, ^TNX, ^IRX) ยท ๊ฐฑ์‹ : make v2-market-signals-us