{"id":10736,"date":"2026-06-10T02:26:56","date_gmt":"2026-06-09T18:26:56","guid":{"rendered":"https:\/\/ab123.xyz\/?p=10736"},"modified":"2026-06-10T02:26:56","modified_gmt":"2026-06-09T18:26:56","slug":"optimizely-feature-experimentation-with-bayesian-statistics-%e6%99%ba%e8%83%bd%e5%b7%a5%e5%85%b7%e4%bb%8b%e7%bb%8d","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=10736","title":{"rendered":"Optimizely Feature Experimentation with Bayesian Statistics \u667a\u80fd\u5de5\u5177\u4ecb\u7ecd"},"content":{"rendered":"

\u5728\u6570\u5b57\u5316\u4ea7\u54c1\u5feb\u901f\u8fed\u4ee3\u7684\u65f6\u4ee3\uff0c\u5982\u4f55\u79d1\u5b66\u5730\u9a8c\u8bc1\u65b0\u529f\u80fd\u7684\u6548\u679c\u6210\u4e3a\u56e2\u961f\u6838\u5fc3\u6311\u6218\u3002Optimizely Feature Experimentation<\/a> \u662f\u4e00\u6b3e\u57fa\u4e8e\u8d1d\u53f6\u65af\u7edf\u8ba1\uff08Bayesian Statistics\uff09\u7684\u667a\u80fd\u5b9e\u9a8c\u5e73\u53f0\uff0c\u5e2e\u52a9\u4ea7\u54c1\u7ecf\u7406\u3001\u5de5\u7a0b\u5e08\u548c\u6570\u636e\u79d1\u5b66\u5bb6\u5728\u4e0d\u727a\u7272\u7528\u6237\u4f53\u9a8c\u7684\u524d\u63d0\u4e0b\uff0c\u5b89\u5168\u3001\u9ad8\u6548\u5730\u6d4b\u8bd5\u5e76\u53d1\u5e03\u529f\u80fd\u3002\u5b83\u901a\u8fc7\u5c06\u8d1d\u53f6\u65af\u63a8\u65ad\u878d\u5165A\/B\u6d4b\u8bd5\u548c\u529f\u80fd\u5f00\u5173\u7ba1\u7406\uff0c\u663e\u8457\u63d0\u5347\u4e86\u5b9e\u9a8c\u7684\u51c6\u786e\u6027\u548c\u51b3\u7b56\u901f\u5ea6\u3002<\/p>\n

\u6838\u5fc3\u529f\u80fd\u4e0e\u4f18\u52bf<\/h2>\n

\u8d1d\u53f6\u65af\u7edf\u8ba1\u9a71\u52a8\u7684\u5b9e\u65f6\u5206\u6790<\/h3>\n

\u4e0e\u4f20\u7edf\u9891\u7387\u6d3e\u7edf\u8ba1\u76f8\u6bd4\uff0cOptimizely \u91c7\u7528\u8d1d\u53f6\u65af\u65b9\u6cd5\u6301\u7eed\u66f4\u65b0\u540e\u9a8c\u6982\u7387\uff0c\u5728\u6837\u672c\u91cf\u8f83\u5c0f\u65f6\u4e5f\u80fd\u7ed9\u51fa\u53ef\u9760\u7ed3\u8bba\u3002\u7cfb\u7edf\u81ea\u52a8\u8ba1\u7b97\u6bcf\u4e2a\u53d8\u4f53\u7684\u201c\u80dc\u51fa\u6982\u7387\u201d\uff0c\u5e76\u4ee5\u76f4\u89c2\u4eea\u8868\u76d8\u5c55\u793a\uff0c\u8ba9\u56e2\u961f\u65e0\u9700\u590d\u6742\u8ba1\u7b97\u5373\u53ef\u5224\u65ad\u6700\u4f18\u65b9\u6848\u3002<\/p>\n

\u529f\u80fd\u6807\u5fd7\u4e0e\u6e10\u8fdb\u5f0f\u53d1\u5e03<\/h3>\n

\u5e73\u53f0\u5185\u7f6e\u5f3a\u5927\u7684\u529f\u80fd\u5f00\u5173\uff08Feature Flags\uff09\uff0c\u652f\u6301\u7070\u5ea6\u53d1\u5e03\u3001\u5b9a\u5411\u6295\u653e\uff08\u6309\u7528\u6237\u5c5e\u6027\u3001\u5730\u7406\u4f4d\u7f6e\u7b49\uff09\u4ee5\u53ca\u81ea\u52a8\u56de\u6eda\u3002\u7ed3\u5408\u8d1d\u53f6\u65af\u5b9e\u65f6\u76d1\u63a7\uff0c\u4e00\u65e6\u65b0\u529f\u80fd\u5e26\u6765\u8d1f\u5411\u6307\u6807\uff0c\u7cfb\u7edf\u53ef\u81ea\u52a8\u5173\u95ed\uff0c\u964d\u4f4e\u98ce\u9669\u3002<\/p>\n

\u591a\u6307\u6807\u6574\u5408\u4e0e\u5f52\u56e0\u5206\u6790<\/h3>\n

\u652f\u6301\u540c\u65f6\u8ddf\u8e2a\u591a\u4e2a\u4e1a\u52a1\u6307\u6807\uff08\u5982\u8f6c\u5316\u7387\u3001\u7559\u5b58\u7387\u3001\u6536\u5165\uff09\uff0c\u5e76\u5229\u7528\u8d1d\u53f6\u65af\u5c42\u6b21\u6a21\u578b\u5904\u7406\u6307\u6807\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u3002\u63d0\u4f9b\u201c\u8d62\u5bb6\u6982\u7387\u77e9\u9635\u201d\uff0c\u5e2e\u52a9\u56e2\u961f\u5e73\u8861\u77ed\u671f\u6536\u76ca\u4e0e\u957f\u671f\u5f71\u54cd\u3002<\/p>\n

\u5e94\u7528\u573a\u666f<\/h2>\n
    \n
  • \u4ea7\u54c1\u529f\u80fd\u9a8c\u8bc1<\/strong>\uff1a\u6d4b\u8bd5\u65b0UI\u3001\u63a8\u8350\u7b97\u6cd5\u6216\u652f\u4ed8\u6d41\u7a0b\u6539\u52a8\uff0c\u5feb\u901f\u786e\u8ba4\u662f\u5426\u63d0\u5347\u7528\u6237\u53c2\u4e0e\u5ea6\u3002<\/li>\n
  • \u4e2a\u6027\u5316\u4f53\u9a8c\u4f18\u5316<\/strong>\uff1a\u6309\u7528\u6237\u5206\u7fa4\u5b9e\u9a8c\u4e0d\u540c\u4fc3\u9500\u7b56\u7565\u6216\u5185\u5bb9\u5e03\u5c40\uff0c\u5b9e\u73b0\u7cbe\u7ec6\u5316\u8fd0\u8425\u3002<\/li>\n
  • \u6280\u672f\u98ce\u9669\u63a7\u5236<\/strong>\uff1a\u5728\u5fae\u670d\u52a1\u6216\u524d\u7aef\u67b6\u6784\u66f4\u65b0\u65f6\uff0c\u901a\u8fc7\u6e10\u8fdb\u5f0f\u53d1\u5e03+\u8d1d\u53f6\u65af\u76d1\u63a7\u786e\u4fdd\u7a33\u5b9a\u6027\u3002<\/li>\n<\/ul>\n

    \u5982\u4f55\u4f7f\u7528<\/h2>\n

    \u6ce8\u518cOptimizely\u8d26\u6237\u540e\uff0c\u9996\u5148\u521b\u5efa\u9879\u76ee\u5e76\u5b89\u88c5SDK\uff08\u652f\u6301JavaScript\u3001Python\u3001Java\u7b49\u4e3b\u6d41\u8bed\u8a00\uff09\u3002\u63a5\u7740\u5b9a\u4e49\u5b9e\u9a8c\uff1a\u8bbe\u7f6e\u57fa\u7ebf\u7248\u672c\u548c\u53d8\u4f53\uff0c\u914d\u7f6e\u76ee\u6807\u6307\u6807\uff08\u5982\u70b9\u51fb\u7387\uff09\u3002\u7cfb\u7edf\u81ea\u52a8\u5206\u914d\u6d41\u91cf\u5e76\u5b9e\u65f6\u8ba1\u7b97\u8d1d\u53f6\u65af\u6982\u7387\u3002\u5f53\u67d0\u4e2a\u53d8\u4f53\u7684\u201c\u80dc\u51fa\u6982\u7387\u201d\u8d85\u8fc795%\u9608\u503c\u65f6\uff0c\u5e73\u53f0\u4f1a\u53d1\u51fa\u5efa\u8bae\u63a8\u5e7f\u7684\u63d0\u793a\u3002\u6574\u4e2a\u6d41\u7a0b\u65e0\u9700\u9891\u7e41\u624b\u52a8\u62c9\u53d6\u6570\u636e\uff0c\u6781\u5927\u964d\u4f4e\u4e86\u5b9e\u9a8c\u8fd0\u7ef4\u6210\u672c\u3002<\/p>\n

    \u6280\u672f\u67b6\u6784\u4e0e\u96c6\u6210<\/h2>\n

    Optimizely \u63d0\u4f9bREST API\u548cWebhook\uff0c\u53ef\u65e0\u7f1d\u5bf9\u63a5\u6570\u636e\u4ed3\u5e93\uff08\u5982Snowflake\u3001BigQuery\uff09\u4ee5\u53ca\u5206\u6790\u5de5\u5177\uff08\u5982Amplitude\u3001Mixpanel\uff09\u3002\u5176\u5185\u7f6e\u7684\u8d1d\u53f6\u65af\u5f15\u64ce\u91c7\u7528\u9a6c\u5c14\u53ef\u592b\u94fe\u8499\u7279\u5361\u6d1b\uff08MCMC\uff09\u91c7\u6837\uff0c\u4fdd\u8bc1\u7edf\u8ba1\u7ed3\u679c\u7684\u53ef\u4fe1\u5ea6\u3002\u4f01\u4e1a\u7ea7\u5ba2\u6237\u8fd8\u53ef\u83b7\u5f97\u79c1\u6709\u5316\u90e8\u7f72\u9009\u9879\uff0c\u6ee1\u8db3\u6570\u636e\u5408\u89c4\u9700\u6c42\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u5728\u6570\u5b57\u5316\u4ea7\u54c1\u5feb\u901f\u8fed\u4ee3\u7684\u65f6\u4ee3\uff0c\u5982\u4f55\u79d1\u5b66\u5730\u9a8c\u8bc1\u65b0\u529f\u80fd\u7684\u6548\u679c\u6210\u4e3a\u56e2\u961f\u6838\u5fc3\u6311\u6218\u3002Optimizely Feature […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[177,13317,13320,13319,13318],"class_list":["post-10736","post","type-post","status-publish","format-standard","hentry","category-4","tag-a-b","tag-optimizely","tag-13320","tag-13319","tag-13318"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/10736","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10736"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/10736\/revisions"}],"predecessor-version":[{"id":10737,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/10736\/revisions\/10737"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10736"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10736"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10736"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}