{"id":7462,"date":"2025-10-25T15:59:28","date_gmt":"2025-10-25T11:59:28","guid":{"rendered":"https:\/\/eoninvestment.com\/?p=7462"},"modified":"2026-04-11T09:23:46","modified_gmt":"2026-04-11T05:23:46","slug":"markov-process","status":"publish","type":"post","link":"https:\/\/eoninvestment.com\/ka\/2025\/10\/25\/markov-process\/","title":{"rendered":"\u10db\u10d0\u10e0\u10d9\u10dd\u10d5\u10d8\u10e1 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8"},"content":{"rendered":"\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">\u10e0\u10d0\u10e2\u10dd\u10db \u10d7\u10d5\u10da\u10d8\u10d0\u10dc \u10e0\u10dd\u10db \u10d2\u10d0\u10e3\u10e0\u10d9\u10d5\u10d4\u10d5\u10da\u10dd\u10d1\u10d0 \u10d3\u10e0\u10dd\u10d8\u10d3\u10d0\u10dc \u10d9\u10d5\u10d0\u10d3\u10e0\u10d0\u10e2\u10e3\u10da\u10d8 \u10e4\u10d4\u10e1\u10d5\u10d8\u10e1 (\u221at) \u10de\u10e0\u10dd\u10de\u10dd\u10e0\u10ea\u10d8\u10e3\u10da\u10d0\u10d3 \u10d6\u10e0\u10d3\u10d0\u10d3\u10d8\u10d0? <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u10db\u10d0\u10e0\u10d9\u10dd\u10d5\u10d8\u10e1 (\u10e0\u10e3\u10e1\u10d8 \u10db\u10d0\u10d7\u10d4\u10db\u10d0\u10e2\u10d8\u10d9\u10dd\u10e1\u10d8 <strong>Andrey Markov (1856\u20131922)<\/strong>, \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8 \u10d0\u10e0\u10d8\u10e1 \u10e1\u10e2\u10dd\u10e5\u10d0\u10e1\u10e2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8\u10e1 \u10d9\u10d4\u10e0\u10eb\u10dd \u10d5\u10d0\u10e0\u10d8\u10d0\u10dc\u10e2\u10d8, \u10e0\u10dd\u10ea\u10d0 \u10ea\u10d5\u10da\u10d0\u10d3\u10d8\u10e1 \u10ec\u10d8\u10dc\u10d0\u10e1\u10ec\u10d0\u10e0\u10db\u10d4\u10e2\u10e7\u10d5\u10d4\u10da\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10db\u10d8\u10e1\u10d8 \u10db\u10d8\u10db\u10d3\u10d8\u10dc\u10d0\u10e0\u10d4 \u10db\u10dc\u10d8\u10e8\u10d5\u10dc\u10d4\u10da\u10dd\u10d1\u10d0\u10d0 \u10d2\u10d0\u10dc\u10db\u10e1\u10d0\u10d6\u10e6\u10d5\u10e0\u10d4\u10da\u10d8. \u10d0\u10da\u10d1\u10d0\u10d7\u10dd\u10d1\u10d0\u10d6\u10d4 \u10d2\u10d0\u10d5\u10da\u10d4\u10dc\u10d0\u10e1 \u10d0\u10e0 \u10d0\u10ee\u10d3\u10d4\u10dc\u10e1 \u10ec\u10d0\u10e0\u10e1\u10e3\u10da\u10d8.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u10db\u10d0\u10e0\u10d9\u10dd\u10d5\u10d8\u10e1 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8 \u10d2\u10d5\u10d4\u10e3\u10d1\u10dc\u10d4\u10d1\u10d0, \u10e0\u10dd\u10db \u10d0\u10e5\u10ea\u10d8\u10d8\u10e1 \u10e4\u10d0\u10e1\u10d8\u10e1 \u10d0\u10da\u10d1\u10d0\u10d7\u10dd\u10d1\u10d8\u10e1 \u10d3\u10d8\u10e1\u10e2\u10e0\u10d8\u10d1\u10e3\u10ea\u10d8\u10d0 \u10d0\u10e0 \u10d0\u10e0\u10d8\u10e1 \u10d3\u10d0\u10db\u10dd\u10d9\u10d8\u10d3\u10d4\u10d1\u10e3\u10da\u10d8 \u10d8\u10db\u10d0\u10d6\u10d4 \u10d7\u10e3 \u10e0\u10d0 \u10e4\u10d0\u10e1\u10d8 \u10e5\u10dd\u10dc\u10d3\u10d0 \u10d0\u10e5\u10ea\u10d8\u10d0\u10e1 \u10ec\u10d0\u10e0\u10e1\u10e3\u10da\u10e8\u10d8. \u10d4\u10e1 \u10d0\u10e0\u10d0\u10d8\u10dc\u10e2\u10e3\u10d8\u10ea\u10d8\u10e3\u10e0\u10d8\u10d0, \u10d1\u10d4\u10d5\u10e0\u10d8 \u10e4\u10d8\u10e5\u10e0\u10dd\u10d1\u10e1 \u10e0\u10dd\u10db \u10d0\u10e5\u10ea\u10d8\u10d8\u10e1 \u10e4\u10d0\u10e1\u10d8 \u10d2\u10d0\u10d8\u10d6\u10e0\u10d3\u10d4\u10d1\u10d0 \u10e0\u10d0\u10d3\u10d2\u10d0\u10dc \u10d8\u10e1 \u10eb\u10d0\u10da\u10d8\u10d0\u10dc \u10d3\u10d0\u10d4\u10ea\u10d0, \u10d0\u10dc \u10d0\u10e6\u10d0\u10e0 \u10d2\u10d0\u10d8\u10d6\u10e0\u10d3\u10d4\u10d1\u10d0 \u10e0\u10d0\u10d3\u10d2\u10d0\u10dc \u10d8\u10e1 \u10eb\u10d0\u10da\u10d8\u10d0\u10dc \u10d2\u10d0\u10d8\u10d6\u10d0\u10e0\u10d3\u10d0, \u10db\u10d0\u10d2\u10e0\u10d0\u10db \u10d2\u10d0\u10db\u10dd\u10ea\u10d3\u10d8\u10da \u10d8\u10dc\u10d5\u10d4\u10e1\u10e2\u10dd\u10e0\u10d4\u10d1\u10e1 \u10d4\u10e1\u10db\u10d8\u10d7, \u10e0\u10dd\u10db \u10d0\u10e5\u10ea\u10d8\u10d8\u10e1 \u10e4\u10d0\u10e1\u10d8 \u10d7\u10d0\u10d5\u10d8\u10e1 \u10d7\u10d0\u10d5\u10e8\u10d8 \u10d0\u10e1\u10d0\u10ee\u10d0\u10d5\u10e1 \u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10e3\u10da \u10d3\u10d8\u10dc\u10d0\u10db\u10d8\u10d9\u10d0\u10e1, \u10d3\u10d0 \u10d3\u10d8\u10dc\u10d0\u10db\u10d8\u10d9\u10d0\u10d6\u10d4 \u10d3\u10d0\u10d9\u10d5\u10d8\u10e0\u10d5\u10d4\u10d1\u10d8\u10d7 \u10d4\u10e5\u10e1\u10e2\u10e0\u10d0 \u10db\u10dd\u10d2\u10d4\u10d1\u10d0\u10e1 \u10d5\u10d4\u10e0 \u10d2\u10d0\u10d0\u10d9\u10d4\u10d7\u10d4\u10d1 (Weak for of Market Efficiency, &#8211; <a href=\"https:\/\/eoninvestment.com\/2024\/12\/22\/mister-market\/\">Mister Market<\/a>)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u10d4\u10ee\u10da\u10d0 \u10db\u10d0\u10d7\u10d4\u10db\u10d0\u10e2\u10d8\u10d9\u10d0 \u10db\u10ea\u10d8\u10e0\u10d4 \u10d3\u10dd\u10d6\u10d8\u10d7:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u10ec\u10d0\u10e0\u10db\u10dd\u10d8\u10d3\u10d2\u10d8\u10dc\u10d4\u10d7 \u10d0\u10e0\u10d8\u10e1 \u10d0\u10e5\u10ea\u10d8\u10d0 \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea 10$ \u10e6\u10d8\u10e0\u10e1. \u10db\u10d8\u10e1\u10d8 \u10e4\u10d0\u10e1\u10d8 \u10d4\u10e5\u10d5\u10d4\u10db\u10d3\u10d4\u10d1\u10d0\u10e0\u10d4\u10d1\u10d0 \u10db\u10d0\u10e0\u10d9\u10dd\u10d5\u10d8\u10e1 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10e1, \u10d3\u10d0 \u10db\u10dd\u10db\u10d0\u10d5\u10da\u10d8\u10e1 \u10ea\u10d5\u10da\u10d8\u10da\u10d4\u10d1\u10d8\u10e1 \u10d0\u10da\u10d1\u10d0\u10d7\u10dd\u10d1\u10d0 \u10d2\u10d0\u10db\u10dd\u10d8\u10e1\u10d0\u10ee\u10d4\u10d1\u10d0 \u10dc\u10dd\u10e0\u10db\u10d0\u10da\u10e3\u10e0\u10d8 \u10d3\u10d8\u10e1\u10e2\u10e0\u10d8\u10d1\u10e3\u10ea\u10d8\u10d8\u10e1 \u10e4\u10e3\u10dc\u10e5\u10ea\u10d8\u10d8\u10d7 &#8211; f(m,v), \u10e1\u10d0\u10d3\u10d0\u10ea m (mean) \u10d0\u10e0\u10d8\u10e1 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10dd, \u10d3\u10d0 v (variance) \u10d0\u10e0\u10d8\u10e1 \u10e1\u10e2\u10d0\u10e2\u10d8\u10e1\u10e2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10d2\u10d0\u10d3\u10d0\u10ee\u10e0\u10d0 (\u10d3\u10d8\u10e1\u10de\u10d4\u10e0\u10e1\u10d8\u10d0). \u10d3\u10d0\u10d5\u10e3\u10e8\u10d5\u10d0\u10d7, \u10d4\u10e0\u10d7 \u10ec\u10da\u10d8\u10d0\u10dc \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10e8\u10d8 m=0, v=1. \u10d7\u10e3 \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10e1 \u10d2\u10d0\u10d5\u10d6\u10e0\u10d3\u10d8\u10d7 \u10dd\u10e0 \u10ec\u10d4\u10da\u10d6\u10d4, \u10e0\u10d0\u10d3\u10d2\u10d0\u10dc \u10e1\u10d0\u10e3\u10d1\u10d0\u10e0\u10d8\u10d0 \u10db\u10d0\u10e0\u10d9\u10dd\u10d5\u10d8\u10e1 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d6\u10d4 \u10d3\u10d0 \u10e8\u10d4\u10db\u10d3\u10d4\u10d2\u10d8 \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10d8\u10e1 \u10ea\u10d5\u10da\u10d8\u10da\u10d4\u10d1\u10d0 \u10d9\u10d0\u10d5\u10e8\u10d8\u10e0\u10e8\u10d8 \u10d0\u10dc \u10d9\u10dd\u10e0\u10d4\u10da\u10d0\u10ea\u10d8\u10d0\u10e8\u10d8 \u10d0\u10e0 \u10d0\u10e0\u10d8\u10e1 \u10d8\u10e1\u10e2\u10dd\u10e0\u10e3\u10da \u10ea\u10d5\u10da\u10d8\u10da\u10d4\u10d1\u10d0\u10e1\u10d7\u10d0\u10dc, \u10db\u10d0\u10e8\u10d8\u10dc \u10dd\u10e0 \u10ec\u10da\u10d8\u10d0\u10dc \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10db\u10dd\u10ee\u10d3\u10d4\u10d1\u10d0 \u10de\u10d8\u10e0\u10d5\u10d4\u10da\u10d8 \u10d3\u10d0 \u10db\u10d4\u10dd\u10e0\u10d4 \u10ec\u10da\u10d4\u10d1\u10d8\u10e1 \u10e0\u10dd\u10d2\u10dd\u10e0\u10ea m-\u10d8\u10e1, \u10d8\u10e1\u10d4 v-\u10e1 \u10d3\u10d0\u10ef\u10d0\u10db\u10d4\u10d1\u10d0, \u10d3\u10d0 \u10db\u10d8\u10d5\u10d8\u10e6\u10d4\u10d1\u10d7 = f(0,2).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u10d0\u10e1\u10d4\u10d5\u10d4\u10d0, \u10d7\u10e3 \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10e1 \u10e8\u10d4\u10d5\u10d0\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10d7 6 \u10d7\u10d5\u10d4\u10d6\u10d4, &#8211; f(0,0.5). \u10d0\u10dc\u10e3, \u10d7\u10e3 \u10d2\u10d0\u10dc\u10d5\u10d0\u10d6\u10dd\u10d2\u10d0\u10d3\u10d4\u10d1\u10d7 \u10e4\u10dd\u10e0\u10db\u10e3\u10da\u10d0\u10e1 T \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10d8\u10e5\u10dc\u10d4\u10d1\u10d0 f (0,T). \u10d0\u10dc\u10e3, \u10d3\u10e0\u10dd\u10d8\u10e1 \u10de\u10d8\u10e0\u10d3\u10d0\u10de\u10d8\u10e0 \u10de\u10e0\u10dd\u10de\u10dd\u10e0\u10ea\u10d8\u10e3\u10da\u10d0\u10d3 \u10d8\u10ea\u10d5\u10da\u10d4\u10d1\u10d0 variance-\u10d8 \u10d3\u10d0 \u10d0\u10e0\u10d0 Standard Deviation-\u10d8, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10d2\u10d0\u10d3\u10d0\u10ee\u10e0\u10d8\u10d3\u10d0\u10dc \u10d9\u10d5\u10d0\u10d3\u10e0\u10d0\u10e2\u10e3\u10da\u10d8 \u10e4\u10d4\u10e1\u10d5\u10d8\u10e1 \u10e2\u10dd\u10da\u10d8\u10d0 (STDV=\u221av) \u10d3\u10d0 \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10ec\u10d0\u10e0\u10db\u10dd\u10d0\u10d3\u10d2\u10d4\u10dc\u10e1 \u10d2\u10d0\u10e3\u10e0\u10d9\u10d5\u10d4\u10d5\u10da\u10dd\u10d1\u10d8\u10e1 \u10e1\u10d0\u10d6\u10dd\u10db\u10e1. \u10e1\u10ec\u10dd\u10e0\u10d4\u10d3 \u10d0\u10db\u10d8\u10e2\u10dd\u10db \u10d0\u10db\u10d1\u10dd\u10d1\u10d4\u10dc \u10e0\u10dd\u10db \u10d2\u10d0\u10e3\u10e0\u10d5\u10d4\u10d5\u10da\u10dd\u10d1\u10d0 \u10d3\u10e0\u10dd\u10d8\u10d3\u10d0\u10dc \u10d9\u10d5\u10d0\u10d3\u10e0\u10d0\u10e2\u10e3\u10da\u10d8 \u10e4\u10d4\u10e1\u10d5\u10d8\u10e1 \u10de\u10e0\u10dd\u10de\u10dd\u10e0\u10ea\u10d8\u10e3\u10da\u10d0\u10d3 \u10d8\u10d6\u10e0\u10d3\u10d4\u10d1\u10d0\u10dd&#8230;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u10ec\u10e7\u10d0\u10e0\u10dd: Options, Futures &#038; Other Derivatives, John C. Hull<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u10e0\u10d0\u10e2\u10dd\u10db \u10d7\u10d5\u10da\u10d8\u10d0\u10dc \u10e0\u10dd\u10db \u10d2\u10d0\u10e3\u10e0\u10d9\u10d5\u10d4\u10d5\u10da\u10dd\u10d1\u10d0 \u10d3\u10e0\u10dd\u10d8\u10d3\u10d0\u10dc \u10d9\u10d5\u10d0\u10d3\u10e0\u10d0\u10e2\u10e3\u10da\u10d8 \u10e4\u10d4\u10e1\u10d5\u10d8\u10e1 (\u221at) \u10de\u10e0\u10dd\u10de\u10dd\u10e0\u10ea\u10d8\u10e3\u10da\u10d0\u10d3 \u10d6\u10e0\u10d3\u10d0\u10d3\u10d8\u10d0? \u10db\u10d0\u10e0\u10d9\u10dd\u10d5\u10d8\u10e1 (\u10e0\u10e3\u10e1\u10d8 \u10db\u10d0\u10d7\u10d4\u10db\u10d0\u10e2\u10d8\u10d9\u10dd\u10e1\u10d8 Andrey Markov (1856\u20131922), \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8 \u10d0\u10e0\u10d8\u10e1 \u10e1\u10e2\u10dd\u10e5\u10d0\u10e1\u10e2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8\u10e1 \u10d9\u10d4\u10e0\u10eb\u10dd \u10d5\u10d0\u10e0\u10d8\u10d0\u10dc\u10e2\u10d8, \u10e0\u10dd\u10ea\u10d0 \u10ea\u10d5\u10da\u10d0\u10d3\u10d8\u10e1 \u10ec\u10d8\u10dc\u10d0\u10e1\u10ec\u10d0\u10e0\u10db\u10d4\u10e2\u10e7\u10d5\u10d4\u10da\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10db\u10d8\u10e1\u10d8 \u10db\u10d8\u10db\u10d3\u10d8\u10dc\u10d0\u10e0\u10d4 \u10db\u10dc\u10d8\u10e8\u10d5\u10dc\u10d4\u10da\u10dd\u10d1\u10d0\u10d0 \u10d2\u10d0\u10dc\u10db\u10e1\u10d0\u10d6\u10e6\u10d5\u10e0\u10d4\u10da\u10d8. \u10d0\u10da\u10d1\u10d0\u10d7\u10dd\u10d1\u10d0\u10d6\u10d4 \u10d2\u10d0\u10d5\u10da\u10d4\u10dc\u10d0\u10e1 \u10d0\u10e0 \u10d0\u10ee\u10d3\u10d4\u10dc\u10e1 \u10ec\u10d0\u10e0\u10e1\u10e3\u10da\u10d8. \u10db\u10d0\u10e0\u10d9\u10dd\u10d5\u10d8\u10e1 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8 \u10d2\u10d5\u10d4\u10e3\u10d1\u10dc\u10d4\u10d1\u10d0, \u10e0\u10dd\u10db \u10d0\u10e5\u10ea\u10d8\u10d8\u10e1 \u10e4\u10d0\u10e1\u10d8\u10e1 \u10d0\u10da\u10d1\u10d0\u10d7\u10dd\u10d1\u10d8\u10e1 \u10d3\u10d8\u10e1\u10e2\u10e0\u10d8\u10d1\u10e3\u10ea\u10d8\u10d0 \u10d0\u10e0 \u10d0\u10e0\u10d8\u10e1 \u10d3\u10d0\u10db\u10dd\u10d9\u10d8\u10d3\u10d4\u10d1\u10e3\u10da\u10d8 \u10d8\u10db\u10d0\u10d6\u10d4 \u10d7\u10e3 \u10e0\u10d0 \u10e4\u10d0\u10e1\u10d8 \u10e5\u10dd\u10dc\u10d3\u10d0 \u10d0\u10e5\u10ea\u10d8\u10d0\u10e1 \u10ec\u10d0\u10e0\u10e1\u10e3\u10da\u10e8\u10d8. \u10d4\u10e1 \u10d0\u10e0\u10d0\u10d8\u10dc\u10e2\u10e3\u10d8\u10ea\u10d8\u10e3\u10e0\u10d8\u10d0, 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