{"id":8330,"date":"2026-01-28T17:30:48","date_gmt":"2026-01-28T13:30:48","guid":{"rendered":"https:\/\/eoninvestment.com\/?p=8330"},"modified":"2026-04-10T23:01:55","modified_gmt":"2026-04-10T19:01:55","slug":"monte-carlo-in-option-pricing","status":"publish","type":"post","link":"https:\/\/eoninvestment.com\/ka\/2026\/01\/28\/monte-carlo-in-option-pricing\/","title":{"rendered":"\u10db\u10dd\u10dc\u10e2\u10d4-\u10d9\u10d0\u10e0\u10da\u10dd \u10dd\u10e4\u10ea\u10d8\u10d4\u10d1\u10d8\u10e1 \u10e4\u10d0\u10e1\u10d3\u10d0\u10d3\u10d4\u10d1\u10d0\u10e8\u10d8"},"content":{"rendered":"\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">\u10db\u10dd\u10dc\u10e2\u10d4-\u10d9\u10d0\u10e0\u10da\u10dd\u10e1 \u10e1\u10d8\u10db\u10e3\u10da\u10d0\u10ea\u10d8\u10d8\u10e1 \u10db\u10d4\u10d7\u10dd\u10d3\u10d8\u10e1 \u10db\u10d7\u10d0\u10d5\u10d0\u10e0\u10d8 \u10e3\u10de\u10d8\u10e0\u10d0\u10e2\u10d4\u10e1\u10dd\u10d1\u10d0 \u10d1\u10d8\u10dc\u10dd\u10db\u10d8\u10d0\u10da\u10e3\u10e0 \u10ee\u10d4\u10d4\u10d1\u10d7\u10d0\u10dc \u10d0\u10e0\u10d8\u10e1 \u10d8\u10e1, \u10e0\u10dd\u10db \u10db\u10d8\u10e1\u10d8 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d0 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10d4\u10d1\u10d4\u10da\u10d8\u10d0 \u10d8\u10e1\u10d4\u10d7\u10d8 \u10dd\u10e4\u10ea\u10d8\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10e4\u10d0\u10e1\u10d4\u10d1\u10da\u10d0\u10d3, \u10e0\u10dd\u10db\u10d4\u10da\u10d7\u10d0 \u10e8\u10d4\u10db\u10dd\u10e1\u10d0\u10d5\u10da\u10d8\u10d0\u10dc\u10dd\u10d1\u10d0 \u10d3\u10d0\u10db\u10dd\u10d9\u10d8\u10d3\u10d4\u10d1\u10e3\u10da\u10d8\u10d0 \u10e0\u10dd\u10d2\u10dd\u10e0\u10ea \u10e5\u10d5\u10d4\u10db\u10d3\u10d4\u10d1\u10d0\u10e0\u10d4 \u10d0\u10e5\u10e2\u10d8\u10d5\u10d8\u10e1 \u10e1\u10d0\u10d1\u10dd\u10da\u10dd\u10dd \u10e4\u10d0\u10e1\u10d6\u10d4, \u10d8\u10e1\u10d4 \u10e4\u10d0\u10e1\u10d8\u10e1 \u10db\u10d8\u10d4\u10e0 \u10d2\u10d0\u10d5\u10da\u10d8\u10da \u10d2\u10d6\u10d0\u10d6\u10d4 \u10d9\u10dd\u10dc\u10e2\u10e0\u10d0\u10e5\u10e2\u10d8\u10e1 \u10d2\u10d0\u10dc\u10db\u10d0\u10d5\u10da\u10dd\u10d1\u10d0\u10e8\u10d8. \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3, \u10d0\u10d6\u10d8\u10e3\u10e0\u10d8 \u10dd\u10e4\u10ea\u10d8\u10d4\u10d1\u10d8\u10e1 \u10d0\u10dc\u10d0\u10d6\u10e6\u10d0\u10e3\u10e0\u10d4\u10d1\u10d0 \u10d2\u10d0\u10dc\u10d8\u10e1\u10d0\u10d6\u10e6\u10d5\u10e0\u10d4\u10d1\u10d0 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10dd \u10e4\u10d0\u10e1\u10d8\u10d7. \u10d0\u10e1\u10d4\u10d5\u10d4 \u10d0\u10e0\u10e1\u10d4\u10d1\u10dd\u10d1\u10e1 \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10e3\u10da\u10d0\u10d3 \u10d0\u10dc\u10d0\u10d6\u10e6\u10d0\u10e3\u10e0\u10d4\u10d1\u10d0\u10d3\u10d8 \u10dd\u10e4\u10ea\u10d8\u10d4\u10d1\u10d8\u10ea.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u10d0\u10db\u10d0\u10e1\u10d7\u10d0\u10dc, \u10d1\u10d8\u10dc\u10dd\u10db\u10d8\u10d0\u10da\u10e3\u10e0 \u10ee\u10d4\u10e1\u10d7\u10d0\u10dc \u10e8\u10d4\u10d3\u10d0\u10e0\u10d4\u10d1\u10d8\u10d7, \u10db\u10dd\u10dc\u10d4\u10e2-\u10d9\u10d0\u10e0\u10da\u10dd\u10e1 \u10db\u10d4\u10d7\u10dd\u10d3\u10d8 \u10db\u10dd\u10ee\u10d4\u10e0\u10ee\u10d4\u10d1\u10e3\u10da\u10d8\u10d0 \u10e0\u10dd\u10ea\u10d0 \u10ea\u10d5\u10da\u10d0\u10d3\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10d1\u10d8\u10ef\u10d4\u10d1\u10d8\u10e1 \u10e0\u10d0\u10dd\u10d3\u10d4\u10dc\u10dd\u10d1\u10d0 \u10d8\u10d6\u10e0\u10d3\u10d4\u10d1\u10d0. \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3, \u10e0\u10dd\u10ea\u10d0 \u10dd\u10e4\u10ea\u10d8\u10d0 \u10d4\u10e7\u10e0\u10d3\u10dc\u10dd\u10d1\u10d0 \u10e0\u10d0\u10db\u10d3\u10d4\u10dc\u10d8\u10db\u10d4 \u10e5\u10d5\u10d4\u10db\u10d3\u10d4\u10d1\u10d0\u10e0\u10d4 \u10d0\u10e5\u10ea\u10d8\u10d0\u10e1, \u10d1\u10d8\u10dc\u10dd\u10db\u10d8\u10d0\u10da\u10e3\u10e0\u10db\u10d0 \u10ee\u10d4\u10db \u10e3\u10dc\u10d3\u10d0 \u10db\u10dd\u10d8\u10ea\u10d5\u10d0\u10e1 \u10db\u10dd\u10d5\u10da\u10d4\u10dc\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10dc\u10d5\u10d8\u10d7\u10d0\u10e0\u10d4\u10d1\u10d8\u10e1 \u10e7\u10d5\u10d4\u10da\u10d0 \u10d2\u10d6\u10d0, \u10d3\u10d0 \u10d9\u10d0\u10da\u10d9\u10e3\u10da\u10d0\u10ea\u10d8\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10e1\u10d0\u10ed\u10d8\u10e0\u10dd \u10e0\u10d4\u10e1\u10e3\u10e0\u10e1\u10d8 \u10d4\u10e5\u10e1\u10de\u10dd\u10e2\u10d4\u10dc\u10ea\u10d8\u10d0\u10da\u10e3\u10e0\u10d0\u10d3 \u10d8\u10d6\u10e0\u10d3\u10d4\u10d1\u10d0, \u10db\u10d0\u10e8\u10d8\u10dc \u10e0\u10dd\u10ea\u10d0 \u10db\u10dd\u10dc\u10e2\u10d4-\u10d9\u10d0\u10e0\u10da\u10dd \u10d0\u10ee\u10d3\u10d4\u10e1 \u10db\u10d7\u10da\u10d8\u10d0\u10dc\u10d8 \u10d2\u10d0\u10dc\u10d5\u10da\u10d8\u10da\u10d8 \u10d2\u10d6\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e0\u10e9\u10d4\u10d5\u10d8\u10d7 \u10e1\u10d8\u10db\u10e3\u10da\u10d0\u10ea\u10d8\u10d0\u10e1. \u10d0\u10db\u10d8\u10e2\u10dd\u10db \u10d2\u10d0\u10db\u10dd\u10d7\u10d5\u10da\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10e1\u10d0\u10ed\u10d8\u10e0\u10dd \u10e0\u10d4\u10e1\u10e3\u10e0\u10e1\u10d8 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10ec\u10e0\u10e4\u10d8\u10d5\u10d0\u10d3 \u10d8\u10d6\u10e0\u10d3\u10d4\u10d1\u10d0. \u10d8\u10d2\u10d8\u10d5\u10d4 \u10da\u10dd\u10d2\u10d8\u10d9\u10d0 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10e1, \u10ee\u10d8\u10e1 \u10d3\u10d0\u10e2\u10dd\u10e2\u10d5\u10d8\u10e1 \u10d1\u10d8\u10ef\u10d4\u10d1\u10d8\u10e1 \u10e0\u10d0\u10dd\u10d3\u10d4\u10dc\u10dd\u10d1\u10d0\u10e1\u10d7\u10d0\u10dc \u10db\u10d8\u10db\u10d0\u10e0\u10d7\u10d4\u10d1\u10d0\u10e8\u10d8\u10ea&#8230;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u10db\u10dd\u10dc\u10e2\u10d4-\u10d9\u10d0\u10e0\u10da\u10dd\u10e1 \u10db\u10d4\u10d7\u10dd\u10d3\u10d8\u10e1 \u10db\u10d7\u10d0\u10d5\u10d0\u10e0\u10d8 \u10dc\u10d0\u10d9\u10da\u10d8 \u10d0\u10e0\u10d8\u10e1 \u10d8\u10e1 \u10e0\u10dd\u10db \u10db\u10d0\u10e1 \u10d0\u10d3\u10d5\u10d8\u10da\u10d0\u10d3 \u10d0\u10e0 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10d3\u10e0\u10dd\u10d6\u10d4 \u10d0\u10d3\u10e0\u10d4 \u10e9\u10d0\u10ee\u10e3\u10e0\u10d5\u10d0\u10d3\u10d8 \u10dd\u10e4\u10ea\u10d8\u10d4\u10d1\u10d8\u10e1 \u10e6\u10d8\u10e0\u10d4\u10d1\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d0\u10dc\u10d2\u10d0\u10e0\u10d8\u10e8\u10d4\u10d1\u10d0, \u10d0\u10db\u10d8\u10e2\u10dd\u10db \u10dc\u10d0\u10d9\u10da\u10d4\u10d1\u10d0\u10d3 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d0\u10d3\u10d8\u10d0 \u10d0\u10db\u10d4\u10e0\u10d8\u10d9\u10e3\u10da\u10d8 \u10dd\u10e4\u10ea\u10d8\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u10e0\u10dd\u10d2\u10dd\u10e0 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10e1 \u10db\u10d4\u10d7\u10dd\u10d3\u10d8:<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u10db\u10dd\u10dc\u10e2\u10d4-\u10d9\u10d0\u10e0\u10da\u10dd\u10e1 \u10db\u10d4\u10d7\u10dd\u10d3\u10d8 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class=\"wp-block-paragraph\">\u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3, \u10d7\u10e3 \u10e1\u10d0\u10db\u10d8\u10d6\u10dc\u10d4\u10d3 \u10d0\u10d5\u10d8\u10e6\u10d4\u10d1\u10d7 \u10d9\u10d5\u10d0\u10d3\u10e0\u10d0\u10e2\u10e8\u10d8 \u10e9\u10d0\u10ee\u10d0\u10d6\u10e3\u10da \u10ec\u10e0\u10d4\u10ec\u10d8\u10e0\u10e1, \u10d3\u10d0 \u10d5\u10d4\u10e1\u10d5\u10e0\u10d8\u10d7 \u10d1\u10d4\u10d5\u10e0 \u10e2\u10e7\u10d5\u10d8\u10d0\u10e1, \u10e0\u10dd\u10db\u10d4\u10da\u10d7\u10d0 \u10d2\u10d0\u10d1\u10dc\u10d4\u10d5\u10d8\u10e1 \u10d0\u10da\u10d1\u10d0\u10d7\u10dd\u10d1\u10d0 \u10d4\u10d7\u10d8\u10d3\u10d0\u10d8\u10d2\u10d8\u10d5\u10d4\u10d0 \u10e0\u10dd\u10d2\u10dd\u10e0\u10ea \u10ec\u10e0\u10d4\u10ec\u10d8\u10e0\u10d8\u10e1 \u10e8\u10d8\u10d2\u10dc\u10d8\u10d7 \u10d8\u10e1\u10d4 \u10db\u10d8\u10e1 \u10d2\u10d0\u10e0\u10d4\u10d7 \u10d9\u10d5\u10d0\u10d3\u10e0\u10d0\u10e2\u10e8\u10d8, \u10db\u10dd\u10ee\u10d5\u10d4\u10d3\u10e0\u10d8\u10da\u10d8 \u10e2\u10e7\u10d5\u10d8\u10d4\u10d1\u10d8\u10e1 \u10e0\u10d0\u10dd\u10d3\u10d4\u10dc\u10dd\u10d1\u10d8\u10d7 \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10e8\u10d4\u10d5\u10d0\u10e4\u10d0\u10e1\u10dd\u10d7 &#8220;\u10de\u10d8&#8221;-\u10e1 \u10db\u10dc\u10d8\u10e8\u10d5\u10dc\u10d4\u10da\u10dd\u10d1\u10d0. \u10d4\u10e5\u10e1\u10d4\u10da\u10e8\u10d8* \u10d0\u10d2\u10d4\u10d1\u10e3\u10da\u10d8 \u10de\u10e0\u10dd\u10d2\u10e0\u10d0\u10db\u10d8\u10e1 \u10db\u10d8\u10ee\u10d4\u10d3\u10d5\u10d8\u10d7, 1000 \u10d2\u10d0\u10e1\u10e0\u10dd\u10da\u10d8\u10d3\u10d0\u10dc, \u10db\u10d8\u10d5\u10d8\u10e6\u10d4 \u10e0\u10dd\u10db PI=3.11-\u10e1 \u10e3\u10d3\u10e0\u10d8\u10e1, \u10d3\u10d0 Standard Error-\u10d8 0.1-\u10d8\u10d0:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-24.png?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"616\" height=\"180\" data-attachment-id=\"8343\" data-permalink=\"https:\/\/eoninvestment.com\/ka\/2026\/01\/28\/monte-carlo-in-option-pricing\/image-692\/\" data-orig-file=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-24.png?fit=830%2C242&amp;ssl=1\" data-orig-size=\"830,242\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"image\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-24.png?fit=616%2C180&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-24.png?resize=616%2C180&#038;ssl=1\" alt=\"\" class=\"wp-image-8343\"\/><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u10d0\u10d6\u10d8\u10e3\u10e0\u10d8 \u10dd\u10e4\u10ea\u10d8\u10d8\u10e1 \u10d3\u10d0\u10d0\u10dc\u10d2\u10d0\u10e0\u10d8\u10e8\u10d4\u10d1\u10d0<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u10d3\u10d0\u10d5\u10e3\u10e8\u10d5\u10d0\u10d7 \u10d2\u10d5\u10d0\u10e5\u10d5\u10e1 5 \u10d7\u10d5\u10d8\u10d0\u10dc\u10d8 PUT \u10dd\u10e4\u10ea\u10d8\u10d0, \u10e0\u10dd\u10db\u10da\u10d8\u10e1 \u10d0\u10dc\u10d0\u10d6\u10e6\u10d0\u10e3\u10e0\u10d4\u10d1\u10d0 \u10d3\u10d0\u10db\u10dd\u10d9\u10d8\u10d3\u10d4\u10d1\u10e3\u10da\u10d8\u10d0, \u10e7\u10dd\u10d5\u10d4\u10da\u10d8 \u10d7\u10d5\u10d8\u10e1 \u10d1\u10dd\u10da\u10dd\u10e1 \u10d0\u10e5\u10ea\u10d8\u10d8\u10e1 \u10e4\u10d0\u10e1\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10dd\u10d6\u10d4. \u10e1\u10d0\u10ec\u10e7\u10d8\u10e1\u10d8 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8 \u10d0\u10e1\u10d4\u10d7\u10d8\u10d0:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-25.png?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"267\" height=\"213\" data-attachment-id=\"8345\" data-permalink=\"https:\/\/eoninvestment.com\/ka\/2026\/01\/28\/monte-carlo-in-option-pricing\/image-693\/\" data-orig-file=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-25.png?fit=267%2C213&amp;ssl=1\" data-orig-size=\"267,213\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"image\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-25.png?fit=267%2C213&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-25.png?resize=267%2C213&#038;ssl=1\" alt=\"\" class=\"wp-image-8345\"\/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u10e8\u10d4\u10d2\u10d5\u10d8\u10eb\u10da\u10d8\u10d0 \u10d2\u10d0\u10db\u10dd\u10d5\u10d8\u10e7\u10d4\u10dc\u10dd\u10d7 \u10e0\u10d8\u10e1\u10d9-\u10dc\u10d4\u10d8\u10e2\u10e0\u10d0\u10da\u10e3\u10e0\u10d8 \u10e1\u10d0\u10db\u10e7\u10d0\u10e0\u10dd\u10e1 \u10db\u10d4\u10d7\u10dd\u10d3\u10d8, \u10d3\u10d0 \u10db\u10dd\u10d5\u10d0\u10ee\u10d3\u10d8\u10dc\u10dd\u10d7 \u10d0\u10e5\u10ea\u10d8\u10d8\u10e1 \u10e4\u10d0\u10e1\u10d8\u10e1 \u10d2\u10d0\u10dc\u10d5\u10d8\u10d7\u10d0\u10e0\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d8\u10db\u10e3\u10da\u10d0\u10ea\u10d8\u10d0, \u10d3\u10d0\u10d5\u10d7\u10d5\u10d0\u10da\u10dd\u10d7 \u10e1\u10d0\u10d1\u10dd\u10da\u10dd\u10dd \u10e8\u10d4\u10d3\u10d4\u10d2\u10d8 \u10d3\u10d0 \u10d3\u10d0\u10d5\u10d0\u10d3\u10d8\u10e1\u10d9\u10dd\u10dc\u10e2\u10d8\u10e0\u10dd\u10d7 \u10e3\u10e0\u10d8\u10e1\u10d9\u10dd \u10d2\u10d0\u10dc\u10d0\u10d9\u10d5\u10d4\u10d7\u10d8\u10d7.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u10e8\u10e3\u10d0\u10da\u10d4\u10d3\u10e3\u10e0\u10d8 \u10d9\u10d0\u10da\u10d9\u10e3\u10da\u10d0\u10ea\u10d8\u10d4\u10d1\u10d8\u10d7 \u10d5\u10d0\u10d3\u10d2\u10d4\u10dc\u10d7, \u10d6\u10e0\u10d3\u10d8\u10e1 \u10e0\u10d8\u10e1\u10d9 \u10dc\u10d4\u10d8\u10e2\u10e0\u10d0\u10da\u10e3\u10e0 \u10d0\u10da\u10d1\u10d0\u10d7\u10dd\u10d1\u10d0\u10e1. \u10e9\u10d5\u10d4\u10dc\u10d8 \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 49%-\u10d8\u10d0. \u10e8\u10d4\u10db\u10d3\u10d4\u10d2 \u10d4\u10e5\u10e1\u10d4\u10da\u10d8\u10e1 rand() \u10e4\u10e3\u10dc\u10e5\u10ea\u10d8\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d8\u10d7, \u10e8\u10d4\u10d3\u10d4\u10d2\u10d4\u10d1\u10e1 \u10d2\u10d0\u10e0\u10d3\u10d0\u10d5\u10e5\u10db\u10dc\u10d8\u10d7 0-\u10d4\u10d1\u10d0\u10d3 \u10d3\u10d0 1-\u10d4\u10d1\u10d0\u10d3. \u10d0\u10dc\u10e3 \u10e4\u10d0\u10e1\u10d8\u10e1 \u10d6\u10e0\u10d3\u10d0\u10d3 \u10d0\u10dc \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10d0\u10d3. \u10e5\u10d5\u10d4\u10db\u10dd\u10d7 \u10e1\u10e2\u10e0\u10d8\u10e5\u10dd\u10dc\u10e8\u10d8 \u10db\u10dd\u10ea\u10d4\u10db\u10e3\u10da\u10d8\u10d0 \u10d4\u10e0\u10d7\u10d8 \u10d2\u10d6\u10d0 \u10e0\u10dd\u10db\u10d4\u10da\u10e1\u10d0\u10ea \u10d0\u10e5\u10ea\u10d8\u10d8\u10e1 \u10e4\u10d0\u10e1\u10d8 \u10d2\u10d0\u10d8\u10d5\u10d5\u10da\u10d8\u10e1 \u10db\u10d8\u10e1\u10d8 \u10e1\u10d0\u10ec\u10e7\u10d8\u10e1\u10d8 \u10e4\u10d0\u10e1\u10d8\u10d3\u10d0\u10dc:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-26.png?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"616\" height=\"43\" data-attachment-id=\"8348\" data-permalink=\"https:\/\/eoninvestment.com\/ka\/2026\/01\/28\/monte-carlo-in-option-pricing\/image-694\/\" data-orig-file=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-26.png?fit=878%2C62&amp;ssl=1\" data-orig-size=\"878,62\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"image\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-26.png?fit=616%2C43&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-26.png?resize=616%2C43&#038;ssl=1\" alt=\"\" class=\"wp-image-8348\" style=\"aspect-ratio:14.162276080084299;width:482px;height:auto\"\/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u10e8\u10d4\u10d2\u10d5\u10d8\u10eb\u10da\u10d8\u10d0 \u10d0\u10e1\u10d4\u10d7\u10d8 \u10db\u10e0\u10d0\u10d5\u10d0\u10da\u10d8 \u10d2\u10d6\u10d8\u10e1 \u10e1\u10d8\u10db\u10e3\u10da\u10d0\u10ea\u10d8\u10d0 (\u10d4\u10e5\u10e1\u10d4\u10da\u10d8\u10e1 \u10e4\u10d0\u10d8\u10da\u10d8 \u10dc\u10d0\u10ee\u10d4\u10d7 \u10e2\u10d4\u10e5\u10e1\u10e2\u10d8\u10e1 \u10d1\u10dd\u10da\u10dd\u10e8\u10d8). <\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-27.png?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"616\" height=\"429\" data-attachment-id=\"8350\" data-permalink=\"https:\/\/eoninvestment.com\/ka\/2026\/01\/28\/monte-carlo-in-option-pricing\/image-695\/\" data-orig-file=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-27.png?fit=796%2C554&amp;ssl=1\" data-orig-size=\"796,554\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"image\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-27.png?fit=616%2C429&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-27.png?resize=616%2C429&#038;ssl=1\" alt=\"\" class=\"wp-image-8350\" style=\"aspect-ratio:1.436846615252785;width:500px;height:auto\"\/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u10e1\u10e5\u10d4\u10db\u10d0\u10e2\u10e3\u10e0\u10d0\u10d3:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"444\" height=\"264\" data-attachment-id=\"8394\" data-permalink=\"https:\/\/eoninvestment.com\/ka\/2026\/01\/28\/monte-carlo-in-option-pricing\/image-702\/\" data-orig-file=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-34.png?fit=444%2C264&amp;ssl=1\" data-orig-size=\"444,264\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"image\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-34.png?fit=444%2C264&amp;ssl=1\" class=\"wp-image-8394\" style=\"width: 500px\" src=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-34.png?resize=444%2C264&#038;ssl=1\" alt=\"\"\/><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u10db\u10d8\u10e6\u10d4\u10d1\u10e3\u10da\u10d8 \u10e8\u10d4\u10d3\u10d4\u10d2\u10d8, \u10d0\u10e0\u10d8\u10e1 \u10dd\u10e4\u10ea\u10d8\u10d8\u10e1 \u10d0\u10dc\u10d0\u10d6\u10e0\u10d0\u10e3\u10e0\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10dd (Average Payoff) \u10d3\u10d0 \u10db\u10d8\u10e1\u10d8 \u10d3\u10d8\u10e1\u10d9\u10dd\u10dc\u10e2\u10d8\u10e0\u10d4\u10d1\u10d0 \u10e3\u10e0\u10d8\u10e1\u10d9\u10dd \u10d2\u10d0\u10dc\u10d0\u10d9\u10d5\u10d4\u10d7\u10d8\u10d7:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-29.png?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"238\" height=\"68\" data-attachment-id=\"8355\" data-permalink=\"https:\/\/eoninvestment.com\/ka\/2026\/01\/28\/monte-carlo-in-option-pricing\/image-697\/\" data-orig-file=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-29.png?fit=238%2C68&amp;ssl=1\" data-orig-size=\"238,68\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"image\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-29.png?fit=238%2C68&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-29.png?resize=238%2C68&#038;ssl=1\" alt=\"\" class=\"wp-image-8355\" style=\"width:193px;height:auto\"\/><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u10e1\u10d8\u10db\u10e3\u10da\u10d0\u10ea\u10d8\u10d8\u10e1 \u10db\u10dd\u10d9\u10da\u10d4 \u10d2\u10d6\u10d4\u10d1\u10d8 (Shortcuts)<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u10d6\u10d4\u10db\u10dd\u10d7 \u10d0\u10d2\u10d4\u10d1\u10e3\u10da\u10d8 \u10e1\u10d8\u10db\u10e3\u10da\u10d0\u10ea\u10d8\u10d0, \u10db\u10dd\u10d8\u10ea\u10d0\u10d5\u10e1 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 5 \u10d4\u10e2\u10d0\u10de\u10e1 \u10d3\u10d0 20 \u10d2\u10d6\u10d0\u10e1. \u10de\u10e0\u10d0\u10e5\u10e2\u10d8\u10d9\u10d0\u10e8\u10d8 \u10ea\u10d8\u10e4\u10e0\u10d4\u10d1\u10d8 \u10d1\u10d4\u10d5\u10e0\u10d0\u10d3 \u10e3\u10e4\u10e0\u10dd \u10d3\u10d8\u10d3\u10d8\u10d0 \u10ee\u10dd\u10da\u10db\u10d4, \u10e0\u10d0\u10ea \u10d2\u10d0\u10d7\u10d5\u10da\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10e1\u10d0\u10ed\u10d8\u10e0\u10dd \u10d3\u10e0\u10dd\u10e1 \u10d3\u10d0 \u10e0\u10d4\u10e1\u10e3\u10e1\u10e0\u10e1 \u10db\u10dc\u10d8\u10e8\u10d5\u10dc\u10d4\u10da\u10dd\u10d5\u10dc\u10d0\u10d3 \u10d6\u10e0\u10d3\u10d8\u10e1. \u10d0\u10db\u10d8\u10e2\u10dd\u10db \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d4\u10dc shortcut \u10db\u10d4\u10d7\u10dd\u10d3\u10d4\u10d1\u10e1 \u10d8\u10db\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10e0\u10dd\u10db \u10e8\u10d4\u10e4\u10d0\u10e1\u10d4\u10d1\u10d8\u10e1 \u10e3\u10e4\u10e0\u10dd \u10d6\u10e3\u10e1\u10e2\u10d8 \u10e8\u10d4\u10d3\u10d4\u10d2\u10d4\u10d1\u10d8 \u10e3\u10e4\u10e0\u10dd \u10db\u10ea\u10d8\u10e0\u10d4 \u10d2\u10d0\u10d7\u10d5\u10da\u10d4\u10d1\u10d8\u10d7 \u10d8\u10e5\u10dc\u10d0\u10e1 \u10db\u10d8\u10e6\u10ec\u10d4\u10e3\u10da\u10d8. \u10d5\u10dc\u10d0\u10ee\u10dd\u10d7 \u10d4\u10e1 \u10db\u10d4\u10d7\u10dd\u10d3\u10d4\u10d1\u10d8:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u10d0\u10dc\u10e2\u10d8\u10ea\u10d5\u10da\u10d0\u10d3\u10d4\u10d1\u10d8\u10e1 \u10e2\u10d4\u10e5\u10dc\u10d8\u10d9\u10d0 (Antithetic Variable Technique)<\/strong>, \u10d2\u10e3\u10da\u10d8\u10e1\u10ee\u10db\u10dd\u10d1\u10e1 \u10e1\u10d8\u10db\u10e3\u10da\u10d0\u10ea\u10d8\u10d8\u10e1 \u10e8\u10d4\u10d3\u10d4\u10d2\u10d4\u10d1\u10d8\u10e1 \u10d1\u10d0\u10da\u10d0\u10dc\u10e1\u10d8\u10e0\u10d4\u10d1\u10d0\u10e1, \u10d0\u10dc\u10e2\u10d8-\u10ea\u10d5\u10da\u10d0\u10d3\u10d4\u10d1\u10d8\u10e1 \u10db\u10d4\u10e8\u10d5\u10d4\u10dd\u10d1\u10d8\u10d7, \u10e0\u10dd\u10db \u10d0\u10e0 \u10db\u10dd\u10ee\u10d3\u10d4\u10e1 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10d4\u10e0\u10d7\u10d8 \u10db\u10d8\u10db\u10d0\u10e0\u10d7\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10ee\u10d4\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d8\u10db\u10e3\u10da\u10d0\u10ea\u10d8\u10d0 \u10d3\u10d0 \u10d0\u10e0 \u10d3\u10d0\u10d8\u10ee\u10d0\u10e0\u10ef\u10dd\u10e1 \u10e0\u10d4\u10e1\u10e3\u10e0\u10e1\u10d8 \u10d0\u10e0\u10d0\u10e1\u10d0\u10ed\u10d8\u10e0\u10dd \u10d2\u10d0\u10d0\u10dc\u10d2\u10d0\u10e0\u10d8\u10e8\u10d4\u10d1\u10d4\u10d1\u10d6\u10d4. \u10e9\u10d5\u10d4\u10dc\u10d8 \u10d6\u10d4\u10db\u10dd\u10d7 \u10d0\u10e6\u10ec\u10d4\u10e0\u10d8\u10da\u10d8 \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d8 \u10e0\u10dd\u10db \u10d2\u10d0\u10d5\u10d0\u10d2\u10e0\u10eb\u10d4\u10da\u10dd\u10d7, rand() \u10e4\u10e3\u10e5\u10ea\u10d8\u10d8\u10d7 \u10db\u10d8\u10e6\u10d4\u10d1\u10e3\u10da\u10d8 \u10d4\u10e0\u10d7\u10d8 \u10d2\u10d6\u10d0 \u10e8\u10d4\u10d2\u10d5\u10d8\u10eb\u10da\u10d8\u10d0 \u10d3\u10d0\u10db\u10d0\u10e2\u10d4\u10d1\u10d7\u10d8 \u10e1\u10d8\u10db\u10e3\u10da\u10d0\u10ea\u10d8\u10d8\u10e1 \u10d2\u10d0\u10e0\u10d4\u10e8\u10d4 \u10d2\u10d0\u10db\u10dd\u10d5\u10d8\u10e7\u10d4\u10dc\u10dd\u10d7 \u10db\u10d4\u10dd\u10e0\u10d4 \u10d2\u10d6\u10d8\u10e1 \u10d3\u10d0\u10e1\u10d0\u10d2\u10d4\u10dc\u10d4\u10e0\u10d8\u10e0\u10d4\u10d1\u10da\u10d0\u10d3:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-30.png?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"423\" height=\"88\" data-attachment-id=\"8363\" data-permalink=\"https:\/\/eoninvestment.com\/ka\/2026\/01\/28\/monte-carlo-in-option-pricing\/image-698\/\" data-orig-file=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-30.png?fit=423%2C88&amp;ssl=1\" data-orig-size=\"423,88\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"image\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-30.png?fit=423%2C88&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-30.png?resize=423%2C88&#038;ssl=1\" alt=\"\" class=\"wp-image-8363\"\/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u10db\u10d4\u10dd\u10e0\u10d4 \u10e1\u10e2\u10e0\u10d8\u10e5\u10dd\u10dc\u10d8 \u10e3\u10d3\u10e0\u10d8\u10e1 \u10d4\u10e0\u10d7\u10e1-\u10e1 \u10d2\u10d0\u10db\u10dd\u10d9\u10da\u10d4\u10d1\u10e3\u10da\u10d8 \u10de\u10d8\u10e0\u10d5\u10d4\u10da\u10d8 \u10e1\u10e2\u10e0\u10d8\u10e5\u10dd\u10dc\u10d8. (\u10e8\u10d4\u10dc\u10d8\u10e8\u10d5\u10dc\u10d0: \u10d0\u10e1\u10d4\u10d7\u10d8 \u10d2\u10d0\u10e0\u10d3\u10d0\u10e5\u10db\u10dc\u10d0 \u10d0\u10e3\u10ea\u10d8\u10da\u10d4\u10d1\u10da\u10d0\u10d3 \u10d0\u10e0 \u10d8\u10ec\u10d5\u10d4\u10d5\u10e1 \u10e1\u10d8\u10db\u10d4\u10e2\u10e0\u10d8\u10e3\u10da\u10d0\u10d3 \u10e1\u10d0\u10de\u10d8\u10e0\u10d8\u10e1\u10de\u10d8\u10e0\u10dd \u10d2\u10d6\u10d0\u10e1, \u10e0\u10dd\u10d2\u10dd\u10e0\u10ea \u10d0\u10db \u10e8\u10d4\u10db\u10d7\u10ee\u10d5\u10d4\u10d5\u10d0\u10e8\u10d8\u10d0 \u10db\u10dd\u10ea\u10d4\u10db\u10e3\u10da\u10d8. \u10d3\u10d0\u10db\u10d8\u10d9\u10d8\u10d3\u10d4\u10d1\u10e3\u10da\u10d8\u10d0 \u10e0\u10d8\u10e1\u10d9-\u10dc\u10d4\u10d8\u10e2\u10e0\u10d0\u10da\u10e3\u10e0 \u10d6\u10e0\u10d3\u10d8\u10e1 \u10d0\u10da\u10d1\u10d0\u10d7\u10dd\u10d1\u10d0\u10d6\u10d4. \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3 \u10d7\u10e3 \u10d4\u10e1 \u10d0\u10da\u10d1\u10d0\u10d7\u10dd\u10d1\u10d0 \u10d8\u10e5\u10dc\u10d4\u10d1\u10dd\u10d3\u10d0 48%, \u10d3\u10d0 rand()-\u10e1 \u10db\u10d8\u10d5\u10d8\u10e6\u10d4\u10d1\u10d3\u10d8\u10d7 49%-\u10e1, \u10db\u10d0\u10e8\u10d8\u10dc \u10dd\u10e0\u10d8\u10d5\u10d4 \u10d8\u10e1\u10d0\u10e0\u10d8 \u10d6\u10d4\u10db\u10dd\u10d7 \u10d8\u10e5\u10dc\u10d4\u10d1\u10dd\u10d3\u10d0 \u10db\u10d8\u10db\u10d0\u10e0\u10d7\u10e3\u10da\u10d8).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u10ea\u10d3\u10dd\u10db\u10d8\u10da\u10d4\u10d1\u10d8\u10e1 \u10d9\u10dd\u10dc\u10e2\u10e0\u10dd\u10da\u10d8\u10e1 \u10e2\u10d4\u10e5\u10dc\u10d8\u10d9\u10d0<\/strong> <strong>(Control Variate Technique)<\/strong> &#8211; \u10d2\u10e3\u10da\u10d8\u10e1\u10ee\u10db\u10dd\u10d1\u10e1, \u10db\u10e1\u10d2\u10d0\u10d5\u10e1\u10d8 \u10e1\u10d8\u10d3\u10d8\u10d3\u10d8\u10e1 \u10ea\u10d3\u10dd\u10db\u10d8\u10da\u10d4\u10d1\u10d8\u10e1 \u10ea\u10dd\u10d3\u10dc\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d0\u10e1 \u10d8\u10db\u10d8\u10e1 \u10d2\u10d0\u10e1\u10d0\u10d9\u10dd\u10dc\u10e2\u10e0\u10dd\u10da\u10d4\u10d1\u10da\u10d0\u10d3 \u10e0\u10d0\u10ea \u10d0\u10e0 \u10d5\u10d8\u10ea\u10d8\u10d7. \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3 \u10d7\u10e3 \u10d2\u10d5\u10d0\u10e5\u10d5\u10e1 \u10dd\u10e0\u10d8 \u10db\u10e1\u10d2\u10d0\u10d5\u10e1\u10d8 \u10d4\u10d5\u10e0\u10dd\u10de\u10e3\u10da\u10d8 \u10dd\u10e4\u10ea\u10d8\u10d0, \u10d4\u10e0\u10d7-\u10d4\u10e0\u10d7 \u10db\u10d0\u10d7\u10d2\u10d0\u10dc\u10d6\u10d4 \u10d5\u10d8\u10ea\u10d8\u10d7 \u10d7\u10e3 \u10e0\u10dd\u10d2\u10dd\u10e0 \u10d2\u10d0\u10dc\u10e1\u10ee\u10d5\u10d0\u10d5\u10d3\u10d4\u10d1\u10d0 \u10e8\u10d4\u10d3\u10d4\u10d2\u10d4\u10d1\u10d8, \u10ea\u10d5\u10da\u10d0\u10d3\u10d8 \u10d3\u10d0 \u10e4\u10d8\u10e5\u10e1\u10d8\u10e0\u10d4\u10d1\u10e3\u10da\u10d8 \u10db\u10d4\u10e0\u10e7\u10d4\u10dd\u10d1\u10d8\u10e1 \u10db\u10e5\u10dd\u10dc\u10d4 \u10d5\u10d4\u10e0\u10e1\u10d8\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1, \u10e8\u10d4\u10d2\u10d5\u10d8\u10eb\u10da\u10d8\u10d0 \u10db\u10d4\u10dd\u10e0\u10d4 \u10dd\u10e4\u10ea\u10d8\u10d0 \u10d3\u10d0\u10d5\u10d8\u10d0\u10dc\u10d2\u10d0\u10e0\u10d8\u10e8\u10dd\u10d7 \u10e4\u10d8\u10e5\u10e1\u10d8\u10e0\u10d4\u10d1\u10e3\u10da\u10d8 \u10db\u10d4\u10e0\u10e7\u10d4\u10dd\u10d1\u10d8\u10e1 \u10e4\u10dd\u10e0\u10db\u10e3\u10da\u10d8\u10d7 \u10d3\u10d0 \u10d3\u10d0\u10d5\u10d0\u10d9\u10dd\u10e0\u10d4\u10e5\u10e2\u10d8\u10e0\u10dd\u10d7 \u10e8\u10d4\u10d3\u10d4\u10d2\u10d8, \u10e0\u10dd\u10db \u10db\u10d8\u10d5\u10d8\u10e6\u10dd\u10d7 \u10ea\u10d5\u10da\u10d0\u10d3\u10d8 \u10db\u10d4\u10e0\u10e7\u10d4\u10dd\u10d1\u10d8\u10e1 \u10db\u10e5\u10dd\u10dc\u10d4 \u10dd\u10e4\u10ea\u10d8\u10d8\u10e1 \u10e6\u10d8\u10e0\u10d4\u10d1\u10e3\u10da\u10d4\u10d1\u10d0.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-32.png?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"209\" height=\"63\" data-attachment-id=\"8371\" data-permalink=\"https:\/\/eoninvestment.com\/ka\/2026\/01\/28\/monte-carlo-in-option-pricing\/image-700\/\" data-orig-file=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-32.png?fit=209%2C63&amp;ssl=1\" data-orig-size=\"209,63\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"image\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-32.png?fit=209%2C63&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-32.png?resize=209%2C63&#038;ssl=1\" alt=\"\" class=\"wp-image-8371\" style=\"width:139px;height:auto\"\/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u10e4\u10d4\u10dc\u10dd\u10d1\u10e0\u10d8\u10d5\u10d8 \u10e8\u10d4\u10e0\u10e9\u10d4\u10d5\u10d0 (Stratified Sampling) <\/strong>&#8211; \u10dc\u10d0\u10ea\u10d5\u10da\u10d0\u10d3 \u10d8\u10db\u10d8\u10e1\u10d0 \u10e0\u10dd\u10db \u10e8\u10d4\u10db\u10d7\u10ee\u10d5\u10d4\u10d5\u10d8\u10d7 \u10e8\u10d4\u10d0\u10e0\u10e9\u10d8\u10dd \u10ea\u10d5\u10da\u10d0\u10d3\u10d4\u10d1\u10d8 \u10d2\u10d4\u10dc\u10d4\u10e0\u10d0\u10da\u10e3\u10e0\u10d8 \u10db\u10d0\u10e1\u10d8\u10e1\u10d2\u10d0\u10dc, \u10d0\u10ee\u10d3\u10d4\u10dc \u10d0\u10e0\u10d4\u10d0\u10da\u10d4\u10d1\u10d0\u10d3 \u10d3\u10d0\u10e7\u10dd\u10e4\u10d0\u10e1 \u10d3\u10d0 \u10d7\u10d8\u10d7\u10dd\u10d4\u10e3\u10da\u10d8 \u10d0\u10e0\u10d4\u10d0\u10da\u10d8\u10d3\u10d0\u10dc \u10e8\u10d4\u10e0\u10e9\u10d4\u10d5\u10d0\u10e1. \u10e1\u10ee\u10d5\u10d0 \u10e8\u10d4\u10db\u10d7\u10ee\u10d5\u10d4\u10d5\u10d0\u10e8\u10d8 \u10e8\u10d4\u10e1\u10d0\u10da\u10d4\u10d1\u10d4\u10da\u10d8 \u10d8\u10e5\u10dc\u10d4\u10d1\u10dd\u10d3\u10d0 \u10e0\u10dd\u10db \u10e8\u10d4\u10e0\u10e9\u10d4\u10d5\u10d8\u10e1\u10d0\u10e1 \u10d2\u10d0\u10db\u10dd\u10d2\u10d5\u10e0\u10e9\u10d4\u10dc\u10dd\u10d3\u10d0 \u10db\u10dc\u10e8\u10d5\u10dc\u10d4\u10da\u10dd\u10d5\u10d0\u10dc\u10d8 \u10d0\u10e0\u10d4\u10d0\u10da\u10d4\u10d1\u10d8 \u10d3\u10d0 \u10d0\u10db\u10d0\u10d5\u10d3\u10e0\u10dd\u10e3\u10da\u10d0\u10d3 \u10d2\u10d5\u10d4\u10d9\u10d4\u10d7\u10d4\u10d1\u10d8\u10dc\u10d0 \u10d0\u10e0\u10d0\u10e1\u10d0\u10ed\u10d8\u10e0\u10dd \u10d9\u10d0\u10da\u10d9\u10e3\u10da\u10d0\u10ea\u10d8\u10d4\u10d1\u10d8 \u10d4\u10e0\u10d7\u10d8\u10d3\u10d0\u10d8\u10db\u10d0\u10d5\u10d4 \u10d0\u10e0\u10d4\u10d0\u10da\u10d8\u10e1 \u10d2\u10d0\u10db\u10d4\u10dd\u10e0\u10d4\u10d1\u10d4\u10d1\u10d8\u10d7. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u10e9\u10d5\u10d4\u10dc\u10d8 \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1, \u10d8\u10db\u10d8\u10e1 \u10db\u10d0\u10d2\u10d8\u10d5\u10e0\u10d0\u10d3 \u10e0\u10dd\u10db rand() \u10e4\u10e3\u10dc\u10e5\u10ea\u10d8\u10d0\u10e1 \u10db\u10d8\u10d5\u10ea\u10d4\u10d7 \u10d7\u10d0\u10d5\u10d8\u10e1\u10e3\u10e4\u10da\u10d0\u10d3 \u10d0\u10e0\u10e9\u10d4\u10d5\u10d8\u10e1 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10d4\u10d1\u10d0, \u10e0\u10d0\u10db\u10d0\u10ea \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10dd\u10d0 \u10d2\u10d0\u10db\u10dd\u10d8\u10ec\u10d5\u10d8\u10dd\u10e1 \u10d9\u10da\u10d0\u10e1\u10e2\u10d4\u10e0\u10d8\u10d6\u10d0\u10ea\u10d8\u10d0 \u10d8\u10e2\u10d4\u10e0\u10d0\u10ea\u10d8\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d8\u10db\u10ea\u10d8\u10e0\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd, \u10e8\u10d4\u10d2\u10d5\u10d8\u10eb\u10da\u10d8\u10d0 \u10d3\u10d0\u10d5\u10ed\u10e0\u10d0\u10d7 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10dd \u10e8\u10d4\u10d3\u10d4\u10d2\u10d4\u10d1\u10d8 \u10e0\u10d0\u10db\u10d3\u10d4\u10dc\u10d8\u10db\u10d4 \u10dc\u10d0\u10ec\u10d8\u10da\u10d0\u10d3. \u10d0\u10dc\u10e3, \u10d8\u10db\u10d8\u10e1 \u10dc\u10d0\u10ea\u10d5\u10da\u10d0\u10d3 \u10e0\u10dd\u10db \u10d2\u10d0\u10d5\u10d0\u10d9\u10d4\u10d7\u10dd 100 \u10d8\u10e2\u10d4\u10e0\u10d0\u10ea\u10d8\u10d0 \u10e9\u10d5\u10d4\u10e3\u10da\u10d4\u10d1\u10e0\u10d8\u10d5\u10d8 rand() \u10e4\u10e3\u10dc\u10e5\u10ea\u10d8\u10d8\u10d7, \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 0-\u10d3\u10d0\u10dc 1-\u10db\u10d3\u10d4 \u10e8\u10e3\u10d0\u10da\u10d4\u10d3\u10d8 \u10d2\u10d0\u10d5\u10ed\u10e0\u10d0\u10d7 4 \u10dc\u10d0\u10ec\u10d8\u10da\u10d0\u10d3 \u10d3\u10d0 \u10d2\u10d0\u10d5\u10d0\u10d9\u10d4\u10d7\u10dd\u10d7 10 \u10d8\u10e2\u10d4\u10e0\u10d0\u10ea\u10d8\u10d0 \u10d7\u10d8\u10d7\u10dd\u10d4\u10e3\u10da\u10d8 \u10e1\u10d4\u10d2\u10db\u10d4\u10dc\u10e2\u10d8\u10d3\u10d0\u10dc. \u10e0\u10d0\u10ea, \u10e1\u10d0\u10d9\u10db\u10d0\u10e0\u10d8\u10e1\u10d0\u10d3 \u10d2\u10d0\u10d0\u10d1\u10dc\u10d4\u10d5\u10e1 \u10e8\u10d4\u10db\u10d7\u10ee\u10d5\u10d4\u10d5\u10d8\u10d7 \u10db\u10d8\u10e6\u10d4\u10d1\u10e3\u10da \u10ea\u10d8\u10e4\u10e0\u10d4\u10d1\u10e1.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u10db\u10dd\u10db\u10d4\u10dc\u10e2\u10d4\u10d1\u10d8\u10e1 \u10db\u10dd\u10e0\u10d2\u10d4\u10d1\u10d0 &#8211; Moment Matching<\/strong> &#8211; \u10d2\u10e3\u10da\u10d8\u10e1\u10ee\u10db\u10dd\u10d1\u10e1 \u10e8\u10d4\u10e0\u10e9\u10d4\u10e3\u10da\u10d8 \u10ea\u10d5\u10da\u10d0\u10d3\u10d4\u10d1\u10d8\u10e1 \u10db\u10dd\u10e0\u10d2\u10d4\u10d1\u10d0\u10e1 \u10ec\u10d8\u10dc\u10d0\u10e1\u10ec\u10d0\u10e0 \u10ea\u10dc\u10dd\u10d1\u10d8\u10da \u10d3\u10d8\u10e1\u10e2\u10e0\u10d8\u10d1\u10e3\u10ea\u10d8\u10d8\u10e1 \u10de\u10d0\u10e0\u10d0\u10db\u10d4\u10e2\u10e0\u10d4\u10d1\u10d6\u10d4. \u10d3\u10d8\u10e1\u10e2\u10e0\u10d8\u10d1\u10e3\u10ea\u10d8\u10d8\u10e1 \u10db\u10dd\u10db\u10d4\u10dc\u10e2\u10d4\u10d1\u10d8 \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10d8\u10e7\u10dd\u10e1: 1. \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10dd; 2. \u10db\u10d4\u10e0\u10e7\u10d4\u10dd\u10d1\u10d0; 3. \u10d2\u10d0\u10d3\u10d0\u10ee\u10e0\u10d0: 4. \u10d9\u10e3\u10d3\u10d8\u10e1 \u10e1\u10d8\u10e1\u10e5\u10d4&#8230; \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10e2\u10d0\u10d3 \u10d7\u10e3 \u10d5\u10d8\u10ea\u10d8, \u10e0\u10dd\u10db \u10e8\u10d4\u10e0\u10e9\u10d4\u10e3\u10da\u10d8 \u10ea\u10d5\u10da\u10d0\u10d3\u10d4\u10d1\u10d8 \u10e3\u10dc\u10d3\u10d0 \u10d0\u10d9\u10db\u10d0\u10e7\u10dd\u10e4\u10d8\u10da\u10d4\u10d1\u10d3\u10d4\u10dc \u10dc\u10dd\u10e0\u10db\u10d0\u10da\u10e3\u10e0 \u10d3\u10d8\u10e1\u10e2\u10e0\u10d8\u10d1\u10e3\u10ea\u10d8\u10d0\u10e1, \u10e0\u10dd\u10db\u10da\u10d8\u10e1 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10dd\u10d0 \u10dc\u10e3\u10da\u10d8, \u10d3\u10d0 \u10e8\u10d4\u10e0\u10e9\u10d4\u10d5\u10d8\u10e1 \u10e8\u10d4\u10d3\u10d4\u10d2\u10d0\u10d3 \u10db\u10d8\u10d5\u10d8\u10e6\u10d4 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10dd &#8211; 1, \u10e8\u10d4\u10db\u10d8\u10ea\u10da\u10d8\u10d0 \u10e7\u10d5\u10d4\u10da\u10d0 \u10ea\u10d5\u10da\u10d0\u10d3\u10d8 \u10ef\u10d0\u10db\u10e3\u10e0\u10d0\u10d3 \u10d0\u10d5\u10d8\u10e6\u10dd \u10d3\u10d0 \u10db\u10d0\u10e0\u10ef\u10d5\u10dc\u10d8\u10d5 \u10d2\u10d0\u10d3\u10d0\u10d5\u10ec\u10d8\u10dd \u10d4\u10e0\u10d7\u10d8 \u10d4\u10e0\u10d7\u10d4\u10e3\u10da\u10d8\u10d7, \u10e0\u10dd\u10db \u10db\u10dd\u10d5\u10d0\u10e0\u10d2\u10dd \u10d3\u10d8\u10e1\u10e2\u10e0\u10d8\u10d1\u10e3\u10ea\u10d8\u10d8\u10e1 \u10db\u10dd\u10db\u10d4\u10dc\u10e2\u10e1. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u10e0\u10dd\u10d2\u10dd\u10e0 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10e1 \u10d4\u10e1 \u10e9\u10d5\u10d4\u10dc\u10d8 \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1? \u10e9\u10d5\u10d4\u10dc \u10d5\u10d8\u10ea\u10d8\u10d7, \u10e0\u10dd\u10db \u10d0\u10e5\u10ea\u10d8\u10d8\u10e1 \u10e4\u10d0\u10e1\u10d8\u10e1 \u10d2\u10d0\u10d6\u10e0\u10d3\u10d8 \u10e0\u10d8\u10e1\u10d9-\u10dc\u10d4\u10d8\u10e2\u10e0\u10d0\u10da\u10e3\u10e0\u10d8 \u10d0\u10da\u10d1\u10d0\u10d7\u10dd\u10d1\u10d0 49%-\u10d8\u10d0. \u10e8\u10d4\u10e1\u10d0\u10d1\u10d0\u10db\u10d8\u10e1\u10d0\u10d3, \u10d8\u10db\u10d8\u10e1 \u10db\u10d0\u10d2\u10d8\u10d5\u10e0\u10d0\u10d3 \u10e0\u10dd\u10db rand() \u10e4\u10e3\u10e5\u10dc\u10ea\u10d8\u10d8\u10d7 \u10d5\u10d0\u10d9\u10d4\u10d7\u10dd \u10d8\u10e2\u10d4\u10e0\u10d0\u10ea\u10d8\u10d4\u10d1\u10d8. \u10d0\u10d5\u10d8\u10e6\u10d4\u10d1 49 &#8211; Up-\u10e1 \u10d3\u10d0 51-down-\u10e1, \u10e7\u10d5\u10d4\u10da\u10d0 \u10d1\u10d8\u10ef\u10d6\u10d4, \u10dd\u10e6\u10dd\u10dc\u10d3 \u10d0\u10d5\u10e0\u10d4\u10d5 \u10d7\u10d0\u10dc\u10db\u10d8\u10db\u10d3\u10d4\u10d5\u10e0\u10dd\u10d1\u10d4\u10d1\u10e1. \u10d0\u10db\u10d8\u10d7 \u10db\u10d8\u10d5\u10d8\u10e6\u10d4\u10d1, \u10d0\u10da\u10d1\u10d0\u10d7\u10dd\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10d1\u10d0\u10db\u10d8\u10e1 \u10d0\u10e6\u10db\u10d0 \u10d3\u10d0 \u10d3\u10d0\u10e6\u10db\u10d0 \u10e1\u10d5\u10da\u10d4\u10d1\u10e1&#8230; \u10db\u10dc\u10d8\u10e8\u10d5\u10dc\u10d4\u10da\u10dd\u10d5\u10dc\u10d0\u10d3 \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d3\u10d4\u10d1\u10d0 \u10d9\u10d0\u10da\u10d9\u10e3\u10da\u10d0\u10ea\u10d8\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10e1\u10d0\u10ed\u10d8\u10e0\u10dd \u10d3\u10e0\u10dd \u10d3\u10d0 \u10d4\u10dc\u10d4\u10e0\u10d2\u10d8\u10d0.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u10d9\u10d5\u10d0\u10d6\u10d8-\u10e8\u10d4\u10db\u10d7\u10ee\u10d5\u10d4\u10d5\u10d8\u10d7\u10d8 \u10d7\u10d0\u10dc\u10db\u10d8\u10db\u10d3\u10d4\u10d5\u10e0\u10dd\u10d1\u10d4\u10d1\u10d8 &#8211; Quasi-Random Sequences<\/strong> &#8211; \u10db\u10d4\u10d7\u10dd\u10d3\u10d8 \u10d3\u10d4\u10e2\u10d4\u10e0\u10db\u10d8\u10dc\u10d8\u10e1\u10e2\u10e3\u10da\u10d0\u10d3 \u10d0\u10e0\u10e9\u10d4\u10d5\u10e1 \u10ea\u10d5\u10da\u10d0\u10d3\u10d4\u10d1\u10e1. \u10d8\u10e1 \u10d2\u10d0\u10d5\u10e1 \u10e4\u10d4\u10dc\u10dd\u10d1\u10e0\u10d8\u10d5\u10d8 \u10e8\u10d4\u10e0\u10e9\u10d4\u10d5\u10d8\u10e1 \u10de\u10e0\u10d8\u10dc\u10ea\u10d8\u10de\u10e1, \u10db\u10d0\u10d2\u10e0\u10d0\u10db \u10e3\u10e4\u10e0\u10dd \u10db\u10dd\u10d1\u10d8\u10da\u10e3\u10e0\u10d8\u10d0 \u10e0\u10d0\u10d3\u10d2\u10d0\u10dc \u10ec\u10d8\u10dc\u10d0\u10e1\u10ec\u10d0\u10e0 \u10d0\u10e0 \u10d0\u10e0\u10d8\u10e1 \u10e1\u10d0\u10ed\u10d8\u10e0\u10dd \u10d0\u10e0\u10d4\u10d0\u10da\u10d8\u10e1 \u10d6\u10e3\u10e1\u10e2\u10d8 \u10e0\u10d0\u10dd\u10d3\u10d4\u10dc\u10dd\u10d1\u10d8\u10e1 \u10e1\u10d4\u10d2\u10db\u10d4\u10dc\u10e2\u10d4\u10d1\u10d0\u10d3 \u10d3\u10d0\u10ed\u10e0\u10d0. \u10d0\u10e5 \u10ee\u10d3\u10d4\u10d1\u10d0 \u10ef\u10d4\u10e0 \u10e1\u10d0\u10ec\u10e7\u10d8\u10e1\u10d8 \u10e8\u10d4\u10db\u10d7\u10ee\u10d5\u10d4\u10d5\u10d8\u10d7\u10d8 \u10e1\u10d8\u10d3\u10d8\u10d3\u10d4\u10d4\u10d1\u10d8\u10e1 \u10e1\u10ec\u10dd\u10e0\u10d0\u10d3 \u10e8\u10d4\u10e0\u10e9\u10d4\u10d5\u10d0 \u10d3\u10d0 \u10e8\u10d4\u10db\u10d3\u10d4\u10d2 \u10d4\u10e2\u10d0\u10de\u10d6\u10d4\u10d1\u10d6\u10d4 \u10d0\u10ee\u10d0\u10da\u10d8 \u10e1\u10d8\u10d3\u10d8\u10d3\u10d4\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e0\u10e9\u10d4\u10e3\u10da\u10d4\u10d1\u10e1 \u10e8\u10dd\u10e0\u10d8\u10e1 \u10db\u10dd\u10d7\u10d0\u10d5\u10e1\u10d4\u10d1\u10d0. \u10db\u10d4\u10d7\u10dd\u10d3\u10d8 \u10d4\u10d9\u10e3\u10d7\u10d5\u10dc\u10d8\u10e1 I.M. Sobol-\u10e1: (\u10e1\u10e1\u10e0\u10d9)<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-33.png?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"616\" height=\"684\" data-attachment-id=\"8387\" data-permalink=\"https:\/\/eoninvestment.com\/ka\/2026\/01\/28\/monte-carlo-in-option-pricing\/image-701\/\" data-orig-file=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-33.png?fit=688%2C764&amp;ssl=1\" data-orig-size=\"688,764\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"image\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-33.png?fit=616%2C684&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/image-33.png?resize=616%2C684&#038;ssl=1\" alt=\"\" class=\"wp-image-8387\" style=\"aspect-ratio:0.9005447726463905;width:401px;height:auto\"\/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u10de.\u10e1.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/eoninvestment.com\/wp-content\/uploads\/2026\/01\/20.1-monte-carlo.xlsx\">Excel &#8211; Monte Carlo PI &#038; Asian Option<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u10ec\u10e7\u10d0\u10e0\u10dd: <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Options, Futures &#038; Other Derivatives, John C. Hull<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u10db\u10dd\u10dc\u10e2\u10d4-\u10d9\u10d0\u10e0\u10da\u10dd\u10e1 \u10e1\u10d8\u10db\u10e3\u10da\u10d0\u10ea\u10d8\u10d8\u10e1 \u10db\u10d4\u10d7\u10dd\u10d3\u10d8\u10e1 \u10db\u10d7\u10d0\u10d5\u10d0\u10e0\u10d8 \u10e3\u10de\u10d8\u10e0\u10d0\u10e2\u10d4\u10e1\u10dd\u10d1\u10d0 \u10d1\u10d8\u10dc\u10dd\u10db\u10d8\u10d0\u10da\u10e3\u10e0 \u10ee\u10d4\u10d4\u10d1\u10d7\u10d0\u10dc \u10d0\u10e0\u10d8\u10e1 \u10d8\u10e1, \u10e0\u10dd\u10db \u10db\u10d8\u10e1\u10d8 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d0 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10d4\u10d1\u10d4\u10da\u10d8\u10d0 \u10d8\u10e1\u10d4\u10d7\u10d8 \u10dd\u10e4\u10ea\u10d8\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10e4\u10d0\u10e1\u10d4\u10d1\u10da\u10d0\u10d3, \u10e0\u10dd\u10db\u10d4\u10da\u10d7\u10d0 \u10e8\u10d4\u10db\u10dd\u10e1\u10d0\u10d5\u10da\u10d8\u10d0\u10dc\u10dd\u10d1\u10d0 \u10d3\u10d0\u10db\u10dd\u10d9\u10d8\u10d3\u10d4\u10d1\u10e3\u10da\u10d8\u10d0 \u10e0\u10dd\u10d2\u10dd\u10e0\u10ea \u10e5\u10d5\u10d4\u10db\u10d3\u10d4\u10d1\u10d0\u10e0\u10d4 \u10d0\u10e5\u10e2\u10d8\u10d5\u10d8\u10e1 \u10e1\u10d0\u10d1\u10dd\u10da\u10dd\u10dd \u10e4\u10d0\u10e1\u10d6\u10d4, \u10d8\u10e1\u10d4 \u10e4\u10d0\u10e1\u10d8\u10e1 \u10db\u10d8\u10d4\u10e0 \u10d2\u10d0\u10d5\u10da\u10d8\u10da \u10d2\u10d6\u10d0\u10d6\u10d4 \u10d9\u10dd\u10dc\u10e2\u10e0\u10d0\u10e5\u10e2\u10d8\u10e1 \u10d2\u10d0\u10dc\u10db\u10d0\u10d5\u10da\u10dd\u10d1\u10d0\u10e8\u10d8. \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3, \u10d0\u10d6\u10d8\u10e3\u10e0\u10d8 \u10dd\u10e4\u10ea\u10d8\u10d4\u10d1\u10d8\u10e1 \u10d0\u10dc\u10d0\u10d6\u10e6\u10d0\u10e3\u10e0\u10d4\u10d1\u10d0 \u10d2\u10d0\u10dc\u10d8\u10e1\u10d0\u10d6\u10e6\u10d5\u10e0\u10d4\u10d1\u10d0 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10dd \u10e4\u10d0\u10e1\u10d8\u10d7. \u10d0\u10e1\u10d4\u10d5\u10d4 \u10d0\u10e0\u10e1\u10d4\u10d1\u10dd\u10d1\u10e1 \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10e3\u10da\u10d0\u10d3 \u10d0\u10dc\u10d0\u10d6\u10e6\u10d0\u10e3\u10e0\u10d4\u10d1\u10d0\u10d3\u10d8 \u10dd\u10e4\u10ea\u10d8\u10d4\u10d1\u10d8\u10ea. \u10d0\u10db\u10d0\u10e1\u10d7\u10d0\u10dc, \u10d1\u10d8\u10dc\u10dd\u10db\u10d8\u10d0\u10da\u10e3\u10e0 \u10ee\u10d4\u10e1\u10d7\u10d0\u10dc \u10e8\u10d4\u10d3\u10d0\u10e0\u10d4\u10d1\u10d8\u10d7, \u10db\u10dd\u10dc\u10d4\u10e2-\u10d9\u10d0\u10e0\u10da\u10dd\u10e1 \u10db\u10d4\u10d7\u10dd\u10d3\u10d8 \u10db\u10dd\u10ee\u10d4\u10e0\u10ee\u10d4\u10d1\u10e3\u10da\u10d8\u10d0 \u10e0\u10dd\u10ea\u10d0 \u10ea\u10d5\u10da\u10d0\u10d3\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10d1\u10d8\u10ef\u10d4\u10d1\u10d8\u10e1 \u10e0\u10d0\u10dd\u10d3\u10d4\u10dc\u10dd\u10d1\u10d0 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