{"id":246,"date":"2024-04-24T11:51:19","date_gmt":"2024-04-24T03:51:19","guid":{"rendered":"https:\/\/blog.alltick.co\/?p=246"},"modified":"2025-04-28T15:20:33","modified_gmt":"2025-04-28T07:20:33","slug":"nig-and-vg-models","status":"publish","type":"post","link":"https:\/\/blog.alltick.co\/zh-CN\/nig-and-vg-models\/","title":{"rendered":"\u5982\u4f55\u5206\u6790\u548c\u6a21\u62df\u9ad8\u9891\u6570\u636e\uff1aNIG\u6a21\u578b\u4e0eVG\u6a21\u578b"},"content":{"rendered":"\n<p>\u5728\u5f53\u4eca\u7684\u91d1\u878d\u5e02\u573a\u4e2d\uff0c\u6570\u636e\u662f\u738b\u9053\u3002\u5c24\u5176\u662f<a href=\"https:\/\/blog.alltick.co\/what-is-tick-data\/\"><strong>\u9ad8\u9891\u6570\u636e<\/strong><\/a>\uff0c\u5728\u91d1\u878d\u4ea4\u6613\u548c\u5e02\u573a\u5206\u6790\u4e2d\u626e\u6f14\u7740\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u89d2\u8272\u3002\u4f46\u662f\uff0c\u5bf9\u4e8e\u5927\u591a\u6570\u91cf\u5316\u4ea4\u6613\u8005\uff0c\u5c24\u5176\u662f\u521d\u5b66\u8005\u6765\u8bf4\uff0c\u9ad8\u9891\u6570\u636e\u7684\u5e94\u7528\u8fd8\u505c\u7559\u5728\u7b80\u5355\u7684\u7b97\u6cd5\u4ea4\u6613\u548c\u56de\u6eaf\u6d4b\u8bd5\u4e0a\u3002\u4f46\u9ad8\u9891\u6570\u636e\u8fd8\u6709\u5f88\u591a\u9ad8\u9636\u7684\u4f7f\u7528\u65b9\u6cd5\uff0c\u5229\u7528\u9ad8\u9891\u6570\u636e\uff0c\u4ea4\u6613\u8005\u548c\u5206\u6790\u5e08\u53ef\u4ee5\u51c6\u786e\u5730\u6355\u6349\u5e02\u573a\u7684\u5373\u65f6\u6ce2\u52a8\uff0c\u9884\u6d4b\u77ed\u671f\u5185\u7684\u5e02\u573a\u8d8b\u52bf\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u5206\u6790\u77ed\u65f6\u95f4\u5185\u80a1\u7968\u4ef7\u683c\u7684\u6ce2\u52a8\uff0c\u53ef\u4ee5\u505a\u51fa\u66f4\u5feb\u901f\u548c\u66f4\u7cbe\u786e\u7684\u4ea4\u6613\u51b3\u7b56\u3002\u4eca\u5929\u4ecb\u7ecd\u7684\u662f\u91cf\u5316\u4ea4\u6613\u91cc\u5e38\u7528\u7684NIG\u548cVG\u6a21\u578b\uff0c\u8fd9\u4e24\u4e2a\u6a21\u578b\u90fd\u662f\u57fa\u4e8e\u5bf9\u9ad8\u9891\u6570\u636e\u7684\u5206\u6790\uff0c\u53bb\u9884\u6d4b\u672a\u6765\u7684\u4ef7\u683c\u8def\u5f84\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>1. \u6b63\u6001\u9006\u9ad8\u65af\u6a21\u578b<\/strong><\/h2>\n\n\n\n<p>\u6b63\u6001\u9006\u9ad8\u65af\uff08NIG\uff09\u6a21\u578b\u662f\u4e00\u79cd\u7528\u6765\u63cf\u8ff0\u91d1\u878d\u8d44\u4ea7\u4ef7\u683c\u6ce2\u52a8\u7684\u7edf\u8ba1\u6a21\u578b\uff0c\u7279\u522b\u662f\u5728\u9ad8\u9891\u91d1\u878d\u6570\u636e\u9886\u57df\u3002\u5b83\u5c5e\u4e8e\u4e00\u7c7b\u66f4\u5e7f\u6cdb\u7684\u7edf\u8ba1\u6a21\u578b\uff0c\u88ab\u79f0\u4e3a\u201c\u6307\u6570L\u00e9vy\u6a21\u578b\u201d\u3002\u8fd9\u4e9b\u6a21\u578b\u63d0\u4f9b\u4e86\u4e00\u79cd\u65b9\u5f0f\u6765\u5efa\u6a21\u91d1\u878d\u8d44\u4ea7\u4ef7\u683c\u7684\u8df3\u8dc3\u884c\u4e3a\uff0c\u8fd9\u79cd\u8df3\u8dc3\u884c\u4e3a\u6307\u7684\u662f\u4ef7\u683c\u5728\u975e\u5e38\u77ed\u7684\u65f6\u95f4\u5185\u53d1\u751f\u7684\u5267\u70c8\u53d8\u52a8\u3002\u6b63\u6001\u9006\u9ad8\u65af\u6a21\u578b\u56e0\u5176\u80fd\u591f\u6355\u6349\u91d1\u878d\u8d44\u4ea7\u8fd4\u56de\u7684\u5c16\u5cf0\u539a\u5c3e\u5206\u5e03\u800c\u53d7\u5230\u91cd\u89c6\uff0c\u8fd9\u662f\u6307\u91d1\u878d\u8d44\u4ea7\u7684\u4ef7\u683c\u53d8\u52a8\u6bd4\u6b63\u6001\u5206\u5e03\u9884\u6d4b\u7684\u8981\u6781\u7aef\u548c\u9891\u7e41\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1.1 \u6a21\u578b\u516c\u5f0f<\/strong><\/h3>\n\n\n\n<p>\u6b63\u6001\u9006\u9ad8\u65af\uff08NIG\uff09\u6a21\u578b\u7684\u516c\u5f0f\u662f\u63cf\u8ff0\u91d1\u878d\u8d44\u4ea7\u4ef7\u683c\u5bf9\u6570\u53d8\u5316\u7684\u4e00\u4e2a\u6570\u5b66\u8868\u8fbe\u3002\u8fd9\u4e2a\u6a21\u578b\u53ef\u4ee5\u88ab\u8868\u793a\u4e3a\u4e00\u4e2a\u968f\u673a\u8fc7\u7a0b\uff0c\u5176\u589e\u91cf\u7531\u4ee5\u4e0b\u65b9\u7a0b\u5b9a\u4e49\uff1a<\/p>\n\n\n\n<div class=\"wp-block-mathml-mathmlblock\"><\/div>\n\n\n\n<div class=\"wp-block-mathml-mathmlblock\">\\begin{equation}\n\\label{eq:sedov}\nXt=\u03c3W(\u03c4(t))+\u03b8\u03c4(t)+bt\n\\end{equation}<script type='text\/javascript' src='https:\/\/blog.alltick.co\/zh-CN\/wp-includes\/js\/dist\/hooks.min.js?m=1764796677'><\/script>\n<script src=\"https:\/\/blog.alltick.co\/zh-CN\/wp-includes\/js\/dist\/i18n.min.js?ver=c26c3dc7bed366793375\" id=\"wp-i18n-js\"><\/script>\n<script id=\"wp-i18n-js-after\">\nwp.i18n.setLocaleData( { 'text direction\\u0004ltr': [ 'ltr' ] } );\n\/\/# sourceURL=wp-i18n-js-after\n<\/script>\n<script  async src=\"https:\/\/cdnjs.cloudflare.com\/ajax\/libs\/mathjax\/2.7.7\/MathJax.js?config=TeX-MML-AM_CHTML\" id=\"mathjax-js\"><\/script>\n<\/div>\n\n\n\n<p>\u5728\u8fd9\u4e2a\u516c\u5f0f\u4e2d\uff1a<\/p>\n\n\n\n<p>Xt\u8868\u793a\u65f6\u95f4t\u65f6\u7684\u5bf9\u6570\u4ef7\u683c\u3002<\/p>\n\n\n\n<p><em>\u03c3<\/em> \u8868\u793a\u4ef7\u683c\u53d8\u52a8\u7684\u6807\u51c6\u5dee\uff0c\u63a7\u5236\u6a21\u578b\u7684\u6ce2\u52a8\u6027\u3002<\/p>\n\n\n\n<p>W(\u03c4(t)) \u662f\u4e00\u4e2a\u968f\u673a\u65f6\u95f4\u6216\u201c\u968f\u673a\u65f6\u949f\u201d \u4e0b\u7684\u5e03\u6717\u8fd0\u52a8\uff08\u6216\u79f0Wiener\u8fc7\u7a0b\uff09\uff0c\u8fd9\u91cc\u03c4(t)\u662f\u4e00\u4e2a\u72ec\u7acb\u7684\u968f\u673a\u8fc7\u7a0b\uff0c\u901a\u5e38\u670d\u4ece\u9006\u9ad8\u65af\u5206\u5e03\u3002<\/p>\n\n\n\n<p>\u03b8\u548cb\u662f\u7ebf\u6027\u8d8b\u52bf\u9879\uff0c\u5176\u4e2d\u03b8\u5f71\u54cd\u5bf9\u6570\u56de\u62a5\u7684\u503e\u659c\uff08\u504f\u5ea6\uff09\uff0c\u800cb\u662f\u5bf9\u6570\u4ef7\u683c\u7684\u6f02\u79fb\u9879\u6216\u8d8b\u52bf\u9879\u3002<\/p>\n\n\n\n<p>\u03c4(t)\u662f\u4e00\u4e2a\u9006\u9ad8\u65af\u6b21\u7ea7\u8fc7\u7a0b\uff0c\u5176\u7279\u5f81\u662f\u8be5\u6a21\u578b\u4e0e\u6807\u51c6\u5e03\u6717\u8fd0\u52a8\u6a21\u578b\uff08\u5982Black-Scholes\u6a21\u578b\uff09\u7684\u4e3b\u8981\u533a\u522b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1.2 \u5206\u6790\u65b9\u6cd5<\/strong><\/h3>\n\n\n\n<p>\u6b63\u6001\u9006\u9ad8\u65af\uff08NIG\uff09\u6a21\u578b\u5728\u6a21\u62df\u548c\u5206\u6790\u9ad8\u9891\u91d1\u878d\u6570\u636e\u4e2d\u7684\u4f7f\u7528\uff0c\u4e3b\u8981\u662f\u901a\u8fc7\u62df\u5408\u548c\u8bc4\u4f30\u8d44\u4ea7\u4ef7\u683c\u7684\u65e5\u5185\u53d8\u52a8\u6765\u5b9e\u73b0\u7684\u3002\u8fd9\u79cd\u6a21\u578b\u53ef\u4ee5\u6709\u6548\u5730\u6355\u6349\u5230\u91d1\u878d\u8d44\u4ea7\u4ef7\u683c\u5728\u9ad8\u9891\u7387\u91c7\u6837\u4e0b\u7684\u7edf\u8ba1\u7279\u6027\uff0c\u4f8b\u5982\u65e5\u5185\u6570\u636e\u7684\u504f\u5ea6\u548c\u5cf0\u5ea6\u3002\u4ee5\u4e0b\u662f\u8fd9\u79cd\u65b9\u6cd5\u7684\u5206\u6790\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u6a21\u578b\u8bbe\u5b9a<\/strong>\uff1a\u9996\u5148\uff0c\u5c06\u6b63\u6001\u9006\u9ad8\u65af\u6a21\u578b\u8bbe\u5b9a\u4e3a\u63cf\u8ff0\u8d44\u4ea7\u4ef7\u683c\u7684\u5bf9\u6570\u53d8\u5316\u3002\u8fd9\u5305\u62ec\u786e\u5b9a\u6a21\u578b\u4e2d\u7684\u51e0\u4e2a\u5173\u952e\u53c2\u6570\uff0c\u5982\u6ce2\u52a8\u7387\uff08\u03c3\uff09\uff0c\u504f\u5ea6\u63a7\u5236\u53c2\u6570\uff08\u03b8\uff09\u548c\u8d8b\u52bf\u9879\uff08b\uff09\u3002<\/li>\n\n\n\n<li><strong>\u53c2\u6570\u4f30\u8ba1<\/strong>\uff1a\u4f7f\u7528\u9ad8\u9891\u6570\u636e\uff08\u5982\u6bcf\u5206\u949f\u6216\u6bcf\u5c0f\u65f6\u7684\u4ea4\u6613\u6570\u636e\uff09\uff0c\u901a\u8fc7\u6700\u5927\u4f3c\u7136\u4f30\u8ba1\u65b9\u6cd5\uff08MLE\uff09\u6216\u8005\u77e9\u4f30\u8ba1\u65b9\u6cd5\uff08MME\uff09\u6765\u4f30\u8ba1\u6a21\u578b\u53c2\u6570\u3002\u8fd9\u4e9b\u65b9\u6cd5\u5229\u7528\u5b9e\u9645\u89c2\u5bdf\u5230\u7684\u4ef7\u683c\u53d8\u52a8\u6765\u8c03\u6574\u6a21\u578b\uff0c\u4f7f\u5176\u5c3d\u53ef\u80fd\u63a5\u8fd1\u771f\u5b9e\u5e02\u573a\u6570\u636e\u7684\u884c\u4e3a\u3002<\/li>\n\n\n\n<li><strong>\u6a21\u62df\u548c\u9a8c\u8bc1<\/strong>\uff1a\u4e00\u65e6\u53c2\u6570\u88ab\u4f30\u8ba1\u51fa\u6765\uff0c\u6a21\u578b\u5c31\u53ef\u4ee5\u7528\u6765\u6a21\u62df\u4ef7\u683c\u8def\u5f84\u6216\u8005\u8fdb\u884c\u5176\u4ed6\u7c7b\u578b\u7684\u7edf\u8ba1\u5206\u6790\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u901a\u8fc7\u6a21\u62df\u6765\u9a8c\u8bc1\u6a21\u578b\u9884\u6d4b\u7684\u51c6\u786e\u6027\uff0c\u68c0\u67e5\u6a21\u578b\u662f\u5426\u80fd\u591f\u6355\u6349\u5230\u6570\u636e\u4e2d\u7684\u5173\u952e\u7279\u5f81\uff0c\u5982\u5c16\u5cf0\u548c\u539a\u5c3e\u884c\u4e3a\u3002<\/li>\n\n\n\n<li><strong>\u5b9e\u8bc1\u5206\u6790<\/strong>\uff1a\u901a\u8fc7\u5206\u6790\u4e0d\u540c\u65f6\u95f4\u95f4\u9694\uff08\u5982\u6bcf20\u5206\u949f\uff09\u7684tick\u6570\u636e\uff0c\u7814\u7a76\u8005\u53ef\u4ee5\u8bc4\u4f30\u6a21\u578b\u53c2\u6570\u7684\u7a33\u5b9a\u6027\u3002\u5982\u679c\u5728\u4e00\u7cfb\u5217\u7684\u91c7\u6837\u9891\u7387\u4e0b\uff0c\u53c2\u6570\u4f30\u8ba1\u663e\u793a\u51fa\u7a33\u5b9a\u6027\uff0c\u8fd9\u8868\u660eNIG\u6a21\u578b\u662f\u9002\u5408\u4e8e\u8fd9\u6bb5\u65f6\u95f4\u5c3a\u5ea6\u7684\u3002<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>2.0 VG \u65b9\u5dee\u4f3d\u739b\u6a21\u578b<\/strong><\/h2>\n\n\n\n<p>\u65b9\u5dee\u4f3d\u739b\uff08Variance Gamma\uff0c\u7b80\u79f0VG\uff09\u6a21\u578b\u662f\u4e00\u79cd\u7528\u4e8e\u91d1\u878d\u6570\u5b66\u4e2d\u6a21\u62df\u8d44\u4ea7\u4ef7\u683c\u53d8\u52a8\u7684\u7edf\u8ba1\u6a21\u578b\u3002\u5b83\u4e3b\u8981\u88ab\u7528\u6765\u66f4\u51c6\u786e\u5730\u63cf\u8ff0\u8d44\u4ea7\u56de\u62a5\u7684\u7edf\u8ba1\u884c\u4e3a\uff0c\u7279\u522b\u662f\u90a3\u4e9b\u4e0d\u7b26\u5408\u6b63\u5e38\u6ce2\u52a8\u6a21\u5f0f\u7684\u6781\u7aef\u60c5\u51b5\u3002<\/p>\n\n\n\n<p>\u65b9\u5dee\u4f3d\u739b\u6a21\u578b\u662f\u5728\u7ecf\u5178\u7684\u5e03\u6717\u8fd0\u52a8\uff08\u5373\u968f\u673a\u6e38\u8d70\u6a21\u578b\uff0c\u5982\u666e\u901a\u80a1\u7968\u4ef7\u683c\u6a21\u578b\uff09\u7684\u57fa\u7840\u4e0a\u53d1\u5c55\u800c\u6765\u7684\uff0c\u7528\u4e8e\u6355\u6349\u4ef7\u683c\u53d8\u52a8\u4e2d\u7684\u8df3\u8dc3\u548c\u5c16\u5cf0\u3002\u4e0e\u4f20\u7edf\u7684\u5e03\u6717\u8fd0\u52a8\u6a21\u578b\u76f8\u6bd4\uff0cVG\u6a21\u578b\u5f15\u5165\u4e86\u989d\u5916\u7684\u968f\u673a\u6027\uff0c\u5373\u201c\u65f6\u95f4\u53d8\u5316\u201d\u6216\u201c\u968f\u673a\u65f6\u949f\u201d\uff0c\u8fd9\u4f7f\u5f97\u6a21\u578b\u80fd\u66f4\u597d\u5730\u9002\u5e94\u5b9e\u9645\u91d1\u878d\u6570\u636e\u4e2d\u89c2\u5bdf\u5230\u7684\u6ce2\u52a8\u548c\u8df3\u8dc3\u3002<\/p>\n\n\n\n<p>VG\u6a21\u578b\u901a\u8fc7\u63d0\u4f9b\u5bf9\u5c16\u5cf0\u539a\u5c3e\u5206\u5e03\u7684\u5efa\u6a21\uff0c\u5e2e\u52a9\u98ce\u9669\u7ba1\u7406\u4eba\u5458\u8bc4\u4f30\u548c\u7ba1\u7406\u6781\u7aef\u5e02\u573a\u79fb\u52a8\u7684\u98ce\u9669\u3002\u5728\u91d1\u878d\u5e02\u573a\u4e2d\uff0c\u5f88\u591a\u590d\u6742\u7684\u91d1\u878d\u884d\u751f\u54c1\uff08\u5982\u671f\u6743\u548c\u671f\u8d27\uff09\u7684\u5b9a\u4ef7\u4f9d\u8d56\u4e8e\u5bf9\u672a\u6765\u4ef7\u683c\u6ce2\u52a8\u7684\u7cbe\u786e\u9884\u6d4b\u3002VG\u6a21\u578b\u56e0\u5176\u80fd\u7cbe\u786e\u63cf\u8ff0\u4ef7\u683c\u6ce2\u52a8\uff0c\u6545\u5b83\u4e5f\u88ab\u5e7f\u6cdb\u7528\u4e8e\u8fd9\u4e9b\u4ea7\u54c1\u7684\u5b9a\u4ef7\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2.1 \u6a21\u578b\u516c\u5f0f<\/strong><\/h3>\n\n\n\n<p>\u65b9\u5dee\u4f3d\u739b\u6a21\u578b\u7684\u57fa\u672c\u516c\u5f0f\u662f\u5728\u7ecf\u5178\u7684\u5e03\u6717\u8fd0\u52a8\u57fa\u7840\u4e0a\uff0c\u5f15\u5165\u4e86\u4e00\u4e2a\u72ec\u7acb\u7684\u968f\u673a\u65f6\u95f4\u8fc7\u7a0b\uff08\u6216\u79f0\u4e3a\u5b50\u76d1\u7ba1\u8fc7\u7a0b\uff09\uff0c\u4ece\u800c\u4f7f\u5f97\u6a21\u578b\u80fd\u66f4\u7cbe\u786e\u5730\u63cf\u8ff0\u91d1\u878d\u8d44\u4ea7\u4ef7\u683c\u7684\u8df3\u8dc3\u548c\u6781\u7aef\u6ce2\u52a8\u3002\u6a21\u578b\u7684\u4e00\u822c\u5f62\u5f0f\u53ef\u4ee5\u8868\u793a\u4e3a\uff1a<\/p>\n\n\n\n<div class=\"wp-block-mathml-mathmlblock\"><\/div>\n\n\n\n<div class=\"wp-block-mathml-mathmlblock\">\\begin{equation}\nXt=\u03c3W(\u03c4(t))+\u03b8\u03c4(t)+\u03bct\n\\end{equation}<\/div>\n\n\n\n<p>\u5176\u4e2d\uff1a<\/p>\n\n\n\n<p>Xt\u8868\u793a\u65f6\u95f4t\u65f6\u7684\u5bf9\u6570\u4ef7\u683c\u3002<\/p>\n\n\n\n<p><em>\u03c3<\/em> \u662f\u8d44\u4ea7\u56de\u62a5\u7684\u6ce2\u52a8\u6027\u53c2\u6570\uff0c\u51b3\u5b9a\u4e86\u8d44\u4ea7\u4ef7\u683c\u6ce2\u52a8\u7684\u5e45\u5ea6\u3002<\/p>\n\n\n\n<p>W(\u03c4(t)) \u8868\u793a\u5728\u968f\u673a\u65f6\u95f4\u03c4(t)\u4e0b\u7684\u6807\u51c6\u5e03\u6717\u8fd0\u52a8\uff08Wiener\u8fc7\u7a0b\uff09\u3002<\/p>\n\n\n\n<p><em>\u03b8<\/em> \u662f\u6f02\u79fb\u7387\u53c2\u6570\uff0c\u4ee3\u8868\u8d44\u4ea7\u4ef7\u683c\u7684\u5e73\u5747\u56de\u62a5\u7387\u3002<\/p>\n\n\n\n<p><em>\u03bc<\/em> \u662f\u7ebf\u6027\u6f02\u79fb\u53c2\u6570\uff0c\u4ee3\u8868\u8d44\u4ea7\u4ef7\u683c\u8d8b\u52bf\u7684\u5e38\u6570\u90e8\u5206\u3002<\/p>\n\n\n\n<p>\u03c4(t)\u662f\u4e00\u4e2a\u72ec\u7acb\u7684\u968f\u673a\u8fc7\u7a0b\uff0c\u901a\u5e38\u9009\u62e9\u4e3aGamma\u5206\u5e03\u7684\u968f\u673a\u8fc7\u7a0b\uff0c\u7528\u4e8e\u6a21\u62df\u91d1\u878d\u5e02\u573a\u4e2d\u7684\u4ea4\u6613\u6d3b\u52a8\u6216\u65f6\u95f4\u7684\u968f\u673a\u53d8\u5316\u3002<\/p>\n\n\n\n<p>\u5728\u65b9\u5dee\u4f3d\u739b\u6a21\u578b\u4e2d\uff0c\u968f\u673a\u65f6\u95f4\u8fc7\u7a0b\u03c4(t)\u7684\u5f15\u5165\uff0c\u4f7f\u5f97\u6a21\u578b\u80fd\u591f\u6a21\u62df\u8d44\u4ea7\u4ef7\u683c\u5728\u77ed\u65f6\u95f4\u5185\u7684\u5267\u70c8\u6ce2\u52a8\uff0c\u8fd9\u662f\u666e\u901a\u5e03\u6717\u8fd0\u52a8\u6a21\u578b\u6240\u65e0\u6cd5\u505a\u5230\u7684\u3002\u6b64\u5916\uff0c\u8fd9\u4e2a\u6a21\u578b\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u901a\u5e38\u4f1a\u6839\u636e\u5177\u4f53\u7684\u91d1\u878d\u6570\u636e\u6765\u8c03\u6574\u548c\u4f30\u8ba1\u53c2\u6570\uff0c\u4ee5\u8fbe\u5230\u6700\u4f73\u7684\u62df\u5408\u6548\u679c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2.2 \u65b9\u5dee\u4f3d\u739b\u6a21\u578b\u5728\u9ad8\u9891\u6570\u636e\u5206\u6790\u4e2d\u7684\u5e94\u7528\u6b65\u9aa4\uff1a<\/strong><\/h3>\n\n\n\n<p>\u4ee5\u4e0b\u662f\u5229\u7528VG\u6a21\u578b\u6765\u5904\u7406\u9ad8\u9891\u6570\u636e\u7684\u5e94\u7528\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u6a21\u578b\u8bbe\u5b9a<\/strong>\uff1a\u8bbe\u7f6eVG\u6a21\u578b\u7684\u53c2\u6570\uff0c\u5305\u62ec\u6ce2\u52a8\u7387\uff08\u03c3\uff09\uff0c\u6f02\u79fb\u7387\uff08\u03b8\uff09\uff0c\u4ee5\u53ca\u968f\u673a\u65f6\u949f\u8fc7\u7a0b\u7684\u53c2\u6570\u3002\u8fd9\u4e9b\u53c2\u6570\u5e2e\u52a9\u6a21\u578b\u5728\u4e0d\u540c\u7684\u4ea4\u6613\u9891\u7387\u4e0b\u8c03\u6574\u5176\u884c\u4e3a\uff0c\u4ee5\u53cd\u6620\u771f\u5b9e\u5e02\u573a\u7684\u52a8\u6001\u3002<\/li>\n\n\n\n<li><strong>\u53c2\u6570\u4f30\u8ba1<\/strong>\uff1a\u4f7f\u7528\u9ad8\u9891\u6570\u636e\uff08\u5982\u6bcf\u5206\u949f\u6216\u6bcf\u79d2\u7684\u4ea4\u6613\u6570\u636e\uff09\uff0c\u5bf9VG\u6a21\u578b\u7684\u53c2\u6570\u8fdb\u884c\u4f30\u8ba1\u3002\u5e38\u7528\u7684\u4f30\u8ba1\u65b9\u6cd5\u5305\u62ec\u6700\u5927\u4f3c\u7136\u4f30\u8ba1\uff08MLE\uff09\u6216\u65b9\u6cd5\u77e9\u4f30\u8ba1\uff08MME\uff09\u3002\u8fd9\u4e9b\u65b9\u6cd5\u80fd\u591f\u5229\u7528\u5b9e\u9645\u89c2\u6d4b\u5230\u7684\u4ef7\u683c\u53d8\u52a8\u6765\u8c03\u6574\u6a21\u578b\u53c2\u6570\uff0c\u4f7f\u5176\u66f4\u63a5\u8fd1\u4e8e\u771f\u5b9e\u7684\u5e02\u573a\u884c\u4e3a\u3002<\/li>\n\n\n\n<li><strong>\u6a21\u62df\u548c\u9a8c\u8bc1<\/strong>\uff1a\u4e00\u65e6\u53c2\u6570\u88ab\u4f30\u8ba1\u51fa\u6765\uff0c\u6a21\u578b\u5c31\u53ef\u4ee5\u7528\u6765\u6a21\u62df\u8d44\u4ea7\u4ef7\u683c\u8def\u5f84\u6216\u8fdb\u884c\u5176\u4ed6\u7c7b\u578b\u7684\u7edf\u8ba1\u5206\u6790\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u901a\u8fc7\u6a21\u62df\u6765\u9a8c\u8bc1\u6a21\u578b\u9884\u6d4b\u7684\u51c6\u786e\u6027\uff0c\u68c0\u67e5\u6a21\u578b\u662f\u5426\u80fd\u591f\u6355\u6349\u5230\u6570\u636e\u4e2d\u7684\u5173\u952e\u7279\u5f81\uff0c\u5982\u5c16\u5cf0\u548c\u8df3\u8dc3\u884c\u4e3a\u3002<\/li>\n\n\n\n<li><strong>\u5b9e\u8bc1\u5206\u6790<\/strong>\uff1a\u5206\u6790\u6a21\u578b\u5728\u4e0d\u540c\u65f6\u95f4\u95f4\u9694\uff08\u5982\u6bcf20\u5206\u949f\uff09\u7684\u8868\u73b0\uff0c\u4ee5\u8bc4\u4f30\u6a21\u578b\u53c2\u6570\u7684\u7a33\u5b9a\u6027\u3002\u5982\u679c\u5728\u4e00\u7cfb\u5217\u7684\u91c7\u6837\u9891\u7387\u4e0b\uff0c\u53c2\u6570\u4f30\u8ba1\u663e\u793a\u51fa\u7a33\u5b9a\u6027\uff0c\u8fd9\u8868\u660eVG\u6a21\u578b\u9002\u5408\u4e8e\u8fd9\u6bb5\u65f6\u95f4\u5c3a\u5ea6\u7684\u5206\u6790\u3002<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>AllTick\u9ad8\u9891\u6570\u636eAPI\u63a5\u53e3<\/strong><\/h2>\n\n\n\n<p>AllTick\u63d0\u4f9b\u7684\u9ad8\u9891\u6570\u636eAPI\u53ef\u4ee5\u8ba9\u60a8\u8f7b\u677e\u63a5\u5165\u4e30\u5bcc\u7684\u5e02\u573a\u6570\u636e\u8d44\u6e90\u3002\u6211\u4eec\u7684\u6570\u636e\u6db5\u76d6\u5916\u6c47\u3001\u6e2f\u80a1CFD\u3001\u7f8e\u80a1CFD\u3001\u5546\u54c1\u548c\u52a0\u5bc6\u8d27\u5e01\u7b49\u9886\u57df\u7684\u884c\u60c5\u6570\u636e\u63a5\u53e3\u3002\u8fd9\u4e9b\u63a5\u53e3\u4e13\u4e3a\u4ea4\u6613\u6240\u3001\u5f00\u53d1\u8005\u3001\u91cf\u5316\u56e2\u961f\u3001\u91d1\u878d\u79d1\u6280\u516c\u53f8\u548c\u4e13\u4e1a\u673a\u6784\u8bbe\u8ba1\u3002\u5b83\u4eec\u9002\u7528\u4e8e\u6240\u6709\u4e3b\u8981\u5ba2\u6237\u7aef\u7684\u5f00\u53d1\u8bed\u8a00\uff0c\u5e76\u63d0\u4f9b\u5b8c\u6574\u7684\u63a5\u53e3\u6587\u6863\u3002\u6211\u4eec\u4e5f\u63d0\u4f9b\u514d\u8d39\u8bd5\u7528\uff0c\u65b9\u4fbf\u505a\u5404\u79cd\u63a5\u5165\u6d4b\u8bd5\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u60a8\u5bf9\u6211\u4eec\u7684\u4ea7\u54c1\u611f\u5174\u8da3\uff0c\u8bf7\u8054\u7cfb\u6211\u4eec\u7684\u5ba2\u670d<a href=\"https:\/\/t.me\/TS_SUPPORT_Lester\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Telegram<\/strong><\/a>\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u5f53\u4eca\u7684\u91d1\u878d\u5e02\u573a\u4e2d\uff0c\u6570\u636e\u662f\u738b\u9053\u3002\u5c24\u5176\u662f\u9ad8\u9891\u6570\u636e\uff0c\u5728\u91d1\u878d\u4ea4\u6613\u548c\u5e02\u573a\u5206\u6790\u4e2d\u626e\u6f14\u7740\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u89d2\u8272\u3002\u4f46\u662f\uff0c\u5bf9\u4e8e\u5927\u591a\u6570&#8230;<\/p>\n","protected":false},"author":1,"featured_media":302,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[8],"tags":[],"class_list":["post-246","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tick-data-wiki"],"acf":[],"_links":{"self":[{"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/posts\/246","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/comments?post=246"}],"version-history":[{"count":49,"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/posts\/246\/revisions"}],"predecessor-version":[{"id":305,"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/posts\/246\/revisions\/305"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/media\/302"}],"wp:attachment":[{"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/media?parent=246"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/categories?post=246"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/tags?post=246"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}