{"id":1837,"date":"2026-08-03T13:44:56","date_gmt":"2026-08-03T05:44:56","guid":{"rendered":"https:\/\/cabit.top\/?p=1837"},"modified":"2026-08-03T13:45:21","modified_gmt":"2026-08-03T05:45:21","slug":"bioassay-optimisation-save-time-save-money","status":"publish","type":"post","link":"https:\/\/cabit.top\/?p=1837","title":{"rendered":"\u751f\u7269\u6d4b\u5b9a\u4f18\u5316\uff1a\u8282\u7701\u65f6\u95f4\uff0c\u8282\u7701\u6210\u672c"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"600\" src=\"https:\/\/cabit.top\/wp-content\/uploads\/2026\/08\/feature.png\" alt=\"\" class=\"wp-image-1838\" srcset=\"https:\/\/cabit.top\/wp-content\/uploads\/2026\/08\/feature.png 1000w, https:\/\/cabit.top\/wp-content\/uploads\/2026\/08\/feature-300x180.png 300w, https:\/\/cabit.top\/wp-content\/uploads\/2026\/08\/feature-768x461.png 768w, https:\/\/cabit.top\/wp-content\/uploads\/2026\/08\/feature-670x402.png 670w\" 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class=\"wp-block-paragraph\">\u4f46\u6211\u4eec\u7684\u7a00\u91ca\u7cfb\u5217\u771f\u7684<em>\u9700\u8981<\/em>10\u4e2a\u70b9\u5417\uff1f\u4e5f\u8bb8\u6211\u4eec\u4f7f\u7528\u66f4\u5c11\u7684\u7a00\u91ca\u5ea6\u4e5f\u80fd\u83b7\u5f97\u7c7b\u4f3c\u7684\u7ed3\u679c\u3002\u8fd9\u610f\u5473\u7740\u6bcf\u6b21\u5b9e\u9a8c\u4f7f\u7528\u7684\u8bd5\u5242\u3001\u53c2\u6bd4\u54c1\u548c\u6837\u54c1\u50a8\u5907\u6db2\u4f1a\u66f4\u5c11\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fe1\uff08\u53f3\uff09\u5c55\u793a\u4e86\u5982\u4f55\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u7684\u793a\u4f8b\u3002\u7a00\u91ca\u7cfb\u5217\u8986\u76d6\u4e86\u4e0e\u4e4b\u524d\u76f8\u540c\u7684\u8303\u56f4\uff0c\u4f46\u88ab\u5206\u4e3a7\u4e2a\u68af\u5ea6\u800c\u4e0d\u662f10\u4e2a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"563\" height=\"377\" src=\"https:\/\/cabit.top\/wp-content\/uploads\/2026\/08\/fig1-10-point-vs-7-point.webp\" alt=\"\" class=\"wp-image-1840\" srcset=\"https:\/\/cabit.top\/wp-content\/uploads\/2026\/08\/fig1-10-point-vs-7-point.webp 563w, https:\/\/cabit.top\/wp-content\/uploads\/2026\/08\/fig1-10-point-vs-7-point-300x201.webp 300w\" sizes=\"auto, (max-width: 563px) 100vw, 563px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fe1\uff1a\u51cf\u5c11\u52307\u70b9\u7a00\u91ca\u7cfb\u5217\u610f\u5473\u7740\u6211\u4eec\u53ef\u4ee5\u8f7b\u677e\u5730\u5728\u677f\u4e0a\u589e\u52a0\u4e00\u4e2a\u989d\u5916\u7684\u6837\u54c1\u3002<\/p>\n\n\n\n<p 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href=\"https:\/\/www.quantics.co.uk\/blog\/should-i-average-my-pseudo-replicates\/\">\u590d\u5236<\/a>\u662f\u7edf\u8ba1\u5b66\u7684\u57fa\u77f3\uff0c\u56e0\u4e3a\u5b83\u53ef\u4ee5\u63d0\u9ad8\u7ed3\u679c\u7684\u7cbe\u5ea6\uff08\u524d\u63d0\u662f\u590d\u5236\u7b56\u7565\u9002\u5f53\uff09\uff0c\u5e76\u53ef\u4ee5\u8bc4\u4f30\u5b9e\u9a8c\u7684\u53d8\u5f02\u6027\u3002\u7136\u800c\uff0c\u597d\u4e8b\u8fc7\u5ea6\u4e5f\u53ef\u80fd\u53d8\u6210\u574f\u4e8b\u3002\u8003\u8651\u56fe2\u4e2d\u7684\u5b9e\u9a8c\u3002<\/p>\n\n\n\n<p 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class=\"wp-block-paragraph\">\u6211\u4eec\u53ef\u4ee5\u770b\u5230\uff0c\u57284\u4e2a\u91cd\u590d\u7684\u60c5\u51b5\u4e0b\uff0c\u4e0e6\u4e2a\u91cd\u590d\u7684\u60c5\u51b5\u76f8\u6bd4\uff0c\u5b9e\u73b0\u76844PL\u6a21\u578b\u62df\u5408\u975e\u5e38\u63a5\u8fd1\uff0c\u751a\u81f3\u5728\u89c6\u89c9\u4e0a\u96be\u4ee5\u533a\u5206\u3002\u518d\u6b21\u5f3a\u8c03\uff0c\u6211\u4eec\u9700\u8981\u68c0\u67e5\u7ed3\u679c\u7684\u7cbe\u5ea6\u662f\u5426\u4ecd\u7136\u53ef\u63a5\u53d7\uff0c\u4f46\u8fd9\u4ee3\u8868\u4e86\u53e6\u4e00\u79cd\u5de8\u5927\u7684\u8d44\u6e90\u8282\u7ea6\u3002\u4e0e\u524d\u4e00\u4e2a\u4f8b\u5b50\u4e00\u6837\uff0c\u5728\u51cf\u5c11\u91cd\u590d\u7684\u60c5\u51b5\u4e0b\uff0c\u6211\u4eec\u5728\u677f\u4e0a\u6709\u4e86\u989d\u5916\u6837\u54c1\u7684\u4f4d\u7f6e\uff0c\u8fd9\u610f\u5473\u7740\u6211\u4eec\u7684\u901a\u91cf\u4e5f\u4f1a\u63d0\u9ad8\uff0c\u540c\u65f6\u8d44\u6e90\u4e5f\u5f97\u5230\u8282\u7701\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"562\" height=\"377\" src=\"https:\/\/cabit.top\/wp-content\/uploads\/2026\/08\/fig2-reduce-replicates.webp\" alt=\"\" class=\"wp-image-1842\" srcset=\"https:\/\/cabit.top\/wp-content\/uploads\/2026\/08\/fig2-reduce-replicates.webp 562w, https:\/\/cabit.top\/wp-content\/uploads\/2026\/08\/fig2-reduce-replicates-300x201.webp 300w\" sizes=\"auto, (max-width: 562px) 100vw, 562px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fe2\uff1a\u5de6\uff1a\u6bcf\u4e2a\u7a00\u91ca\u5ea66\u4e2a\u91cd\u590d\u7684\u5b9e\u9a8c\u3002\u53f3\uff1a\u76f8\u540c\u5b9e\u9a8c\u4f46\u6bcf\u4e2a\u7a00\u91ca\u5ea6\u53ea\u67094\u4e2a\u91cd\u590d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4f18\u5316\u7b56\u7565 3\uff1a\u79fb\u9664\u4e0d\u9002\u5f53\u7684\u9002\u7528\u6027\u6807\u51c6<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5230\u76ee\u524d\u4e3a\u6b62\uff0c\u6211\u4eec\u4e3b\u8981\u5173\u6ce8\u4e86\u5982\u4f55\u4f18\u5316\u5b9e\u9a8c\u7684\u8bbe\u7f6e\u4ee5\u8282\u7701\u65f6\u95f4\u548c\u8d44\u6e90\u3002\u5728\u5b9e\u9a8c\u8fc7\u7a0b\u7684\u53e6\u4e00\u7aef\u2014\u2014\u5f53\u6211\u4eec\u5224\u5b9a\u5b9e\u9a8c\u901a\u8fc7\u8fd8\u662f\u5931\u8d25\u65f6\u2014\u2014\u4e5f\u53ef\u4ee5\u627e\u5230\u8fdb\u4e00\u6b65\u7684\u6548\u7387\u63d0\u5347\u3002\u5177\u4f53\u800c\u8a00\uff0c\u6211\u4eec\u53ef\u4ee5\u786e\u4fdd\u81ea\u5df1\u5305\u542b\u7684\u662f\u9002\u5f53\u7684\u9002\u7528\u6027\u6807\u51c6\u3002\u8fd9\u5173\u4e4e\u786e\u4fdd\u6211\u4eec\u6b63\u786e\u5224\u5b9a\u5b9e\u9a8c\u7684\u901a\u8fc7\u548c\u5931\u8d25\u2014\u2014\u5982\u524d\u6240\u8ff0\uff0c\u6211\u4eec\u7edd\u5bf9\u5e0c\u671b\u5c3d\u91cf\u51cf\u5c11\u4e0d\u5fc5\u8981\u5730\u5224\u5b9a\u5b9e\u9a8c\u5931\u8d25\u7684\u6b21\u6570\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9996\u5148\u8981\u505a\u7684\u662f\u786e\u4fdd\u6211\u4eec\u7684\u5b9e\u9a8c\u8bbe\u8ba1\u4e2d\u6ca1\u6709\u5305\u542b\u8fc7\u591a\u7684\u68c0\u9a8c\u3002\u8bda\u7136\uff0c\u786e\u4fdd\u68c0\u67e5\u90a3\u4e9b\u5bf9\u5b9e\u9a8c\u6027\u80fd\u81f3\u5173\u91cd\u8981\u7684\u5c5e\u6027\uff08\u5982\u76f8\u5bf9\u6548\u4ef7\u6d4b\u5b9a\u4e2d\u7684\u5e73\u884c\u6027\uff09\u975e\u5e38\u91cd\u8981\uff0c\u4f46\u6211\u4eec\u4e5f\u4e0d\u5e0c\u671b\u4e8b\u65e0\u5de8\u7ec6\u5730\u68c0\u9a8c\u4e00\u5207\u3002\u6bcf\u4e2a\u9002\u7528\u6027\u68c0\u9a8c\u90fd\u6709\u56e0\u5076\u7136\u56e0\u7d20\u800c\u5931\u8d25\u7684\u6982\u7387\u3002\u56e0\u6b64\uff0c\u5305\u542b\u7684\u68c0\u9a8c\u8d8a\u591a\uff0c\u5076\u7136\u5931\u8d25\u2014\u2014\u4ee5\u53ca\u4e0d\u5fc5\u8981\u5730\u5224\u5b9a\u5b9e\u9a8c\u5931\u8d25\u2014\u2014\u7684\u53ef\u80fd\u6027\u5c31\u8d8a\u9ad8\u3002\u56e0\u6b64\uff0c\u4ed4\u7ec6\u8003\u8651\u54ea\u4e9b\u9002\u7528\u6027\u68c0\u9a8c\u9700\u8981\u5305\u542b\u5728\u4f60\u7684\u8bbe\u8ba1\u4e2d\uff0c\u54ea\u4e9b\u6700\u597d\u6392\u9664\u5728\u5916\uff0c\u8fd9\u4e00\u70b9\u5f88\u91cd\u8981\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7f29\u5c0f\u9002\u7528\u6027\u6807\u51c6\u8303\u56f4\u7684\u4e00\u79cd\u65b9\u6cd5\u662f\u68c0\u67e5\u662f\u5426\u6709\u4efb\u4f55\u6807\u51c6\u76f8\u4e92\u5173\u8054\uff0c\u56e0\u6b64\u5b83\u4eec\u5f88\u53ef\u80fd\u540c\u65f6\u901a\u8fc7\u6216\u540c\u65f6\u5931\u8d25\u3002\u4f8b\u5982\uff0c\u5982\u679c\u4f60\u540c\u65f6\u5bf94PL\u5b9e\u9a8c\u7684\u4e0a\u6e10\u8fd1\u7ebf\u548c\u4e0b\u6e10\u8fd1\u7ebf<em>\u4ee5\u53ca<\/em>\u5b9e\u9a8c\u8303\u56f4\u8bbe\u7f6e\u9002\u7528\u6027\u6807\u51c6\uff0c\u90a3\u4e48\u5b9e\u9645\u4e0a\u53ef\u80fd\u662f\u5728\u91cd\u590d\u6d4b\u91cf\u540c\u4e00\u4ef6\u4e8b\u3002\u5982\u679c\u5176\u4e2d\u4e00\u4e2a\u6e10\u8fd1\u7ebf\u53d1\u751f\u53d8\u5316\uff0c\u8fd9\u5f88\u53ef\u80fd\u4e5f\u4f1a\u5f71\u54cd\u5b9e\u9a8c\u8303\u56f4\uff0c\u56e0\u4e3a\u5b9e\u9a8c\u8303\u56f4\u5c31\u662f\u6e10\u8fd1\u7ebf\u4e4b\u95f4\u7684\u5dee\u503c\u3002\u56e0\u6b64\uff0c\u4e00\u4e2a\u4f18\u5316\u65b9\u6848\u53ef\u80fd\u662f\u9009\u62e9\u5728\u524d\u8fdb\u8fc7\u7a0b\u4e2d\u5bf9<em>\u5b9e\u9a8c\u8303\u56f4<\/em><em>\u6216<\/em>\u6e10\u8fd1\u7ebf\u672c\u8eab\u8bbe\u7f6e\u9002\u7528\u6027\u6807\u51c6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u6837\uff0c\u5ea6\u91cf\u6807\u51c6\u7684\u9009\u62e9\u672c\u8eab\u4e5f\u53ef\u80fd\u4e0d\u5408\u9002\u3002\u4e00\u79cd\u5e73\u884c\u6027\u68c0\u67e5\u65b9\u6cd5\u53ef\u80fd\u662f\u5728\u5f85\u6d4b\u6837\u54c1\u548c\u53c2\u6bd4\u6807\u51c6\u4e4b\u95f4\u5bf9\u6a21\u578b\u53c2\u6570\u7684\u6bd4\u503c\u8bbe\u5b9a\u7b49\u6548\u6027\u754c\u9650\u3002\u5982\u679c\u5bf9\u8d8b\u8fd1\u4e8e\u96f6\u7684\u6e10\u8fd1\u7ebf\u8fd9\u6837\u505a\uff0c\u90a3\u4e48\u5f53\u4f5c\u4e3a\u9664\u6570\u7684\u503c\u975e\u5e38\u5c0f\u65f6\uff0c\u6bd4\u503c\u53ef\u80fd\u4f1a\u975e\u5e38\u5927\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fe3\u5c55\u793a\u4e86\u4e00\u4e2a\u8fd9\u6837\u7684\u4f8b\u5b50\u3002\u4ece\u89c6\u89c9\u4e0a\u770b\uff0c\u4e0b\u6e10\u8fd1\u7ebf\u4f3c\u4e4e\u975e\u5e38\u76f8\u4f3c\uff0c\u800c\u4e0a\u6e10\u8fd1\u7ebf\u5b58\u5728\u5c11\u91cf\u5dee\u5f02\u3002\u56e0\u6b64\uff0c\u5982\u679c\u6211\u4eec\u4f7f\u7528\u53c2\u6570\u6bd4\u503c\u8fdb\u884c\u5e73\u884c\u6027\u68c0\u9a8c\uff0c\u53ef\u80fd\u4f1a\u9884\u671f\u4e0a\u6e10\u8fd1\u7ebf\u4e0d\u5408\u683c\u3002\u7136\u800c\uff0c\u8fd9\u4e2a\u5b9e\u9a8c\u5b9e\u9645\u4e0a\u5728<em>\u4e0b<\/em>\u6e10\u8fd1\u7ebf\u4e0a\u4e0d\u5408\u683c\uff1a\u6e10\u8fd1\u7ebf\u53ef\u80fd\u5f88\u63a5\u8fd1\uff0c\u4f46\u5b83\u4eec\u4e5f\u63a5\u8fd1\u4e8e\u96f6\uff0c\u8fd9\u610f\u5473\u7740\u5b83\u4eec\u7684\u6bd4\u503c\u53d8\u5f97\u5f88\u5927\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"439\" height=\"252\" src=\"https:\/\/cabit.top\/wp-content\/uploads\/2026\/08\/fig3-close-asymptotes.webp\" alt=\"\" class=\"wp-image-1843\" srcset=\"https:\/\/cabit.top\/wp-content\/uploads\/2026\/08\/fig3-close-asymptotes.webp 439w, https:\/\/cabit.top\/wp-content\/uploads\/2026\/08\/fig3-close-asymptotes-300x172.webp 300w\" sizes=\"auto, (max-width: 439px) 100vw, 439px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fe3\uff1a\u4e00\u4e2a\u7531\u4e8e\u6e10\u8fd1\u7ebf\u63a5\u8fd1\u4e8e\u96f6\u800c\u5bfc\u81f4\u53c2\u6570\u6bd4\u503c\u5e73\u884c\u6027\u68c0\u9a8c\u5931\u8d25\u7684\u5b9e\u9a8c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u5bf9\u6e10\u8fd1\u7ebf\u4e4b\u95f4\u7684\u5dee\u503c\uff08\u800c\u975e\u6bd4\u503c\uff09\u8bbe\u5b9a\u6807\u51c6\u53ef\u80fd\u66f4\u4e3a\u8c28\u614e\uff0c\u56e0\u4e3a\u5728\u5904\u7406\u975e\u5e38\u5c0f\u6216\u975e\u5e38\u5927\u7684\u6570\u503c\u65f6\uff0c\u5dee\u503c\u5f80\u5f80\u8868\u73b0\u5f97\u66f4\u53ef\u9884\u6d4b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u63a8\u8350\u9605\u8bfb\u2026<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/www.quantics.co.uk\/blog\/goodness-of-fit-fail-f-test\/\">\u62df\u5408\u4f18\u5ea6\u68c0\u9a8c\u5931\u8d25\uff1a\u5982\u4f55\u5e94\u5bf9F\u68c0\u9a8c\u7684\u96be\u9898<\/a><\/h3>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/www.quantics.co.uk\/blog\/r-we-squared-yet-why-r-squared-is-a-poor-metric-for-goodness-of-fit\/\">\u6211\u4eec\u5feb\u8fbe\u5230R\u00b2\u4e86\u5417\uff1f\u2014\u2014\u4e3a\u4ec0\u4e48R\u00b2\u662f\u62df\u5408\u4f18\u5ea6\u7684\u4e0d\u826f\u5ea6\u91cf\u6307\u6807<\/a><\/h3>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/www.quantics.co.uk\/blog\/what-is-parallelism-in-bioassay\/\">\u751f\u7269\u6d4b\u5b9a\u4e2d\u7684\u5e73\u884c\u6027\u662f\u4ec0\u4e48\uff1f<\/a><\/h3>\n\n\n\n<h2 class=\"wp-block-heading\">\u4f55\u65f6\u8fdb\u884c\u4f18\u5316<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u4eec\u5df2\u7ecf\u4ecb\u7ecd\u4e86\u51e0\u79cd\u4e0d\u540c\u7684\u751f\u7269\u6d4b\u5b9a\u4f18\u5316\u65b9\u6cd5\uff0c\u4ee5\u6700\u5c0f\u5316\u8d44\u6e90\u4f7f\u7528\u540c\u65f6\u6700\u5927\u5316\u901a\u91cf\u3002\u5269\u4e0b\u7684\u95ee\u9898\u662f\uff0c\u5728\u5b9e\u9a8c\u751f\u547d\u5468\u671f\u7684\u54ea\u4e2a\u9636\u6bb5\u662f\u8fdb\u884c\u8fd9\u4e9b\u4f18\u5316\u7684\u6700\u4f73\u65f6\u673a\uff1f\u8fd9\u4e2a\u9009\u62e9\u5c06\u53d6\u51b3\u4e8e\u4e09\u4e2a\u4e3b\u8981\u56e0\u7d20\u4e4b\u95f4\u7684\u6743\u8861\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6536\u96c6\u7684\u4fe1\u606f<\/strong>\uff1a\u6211\u4eec\u5df2\u7ecf\u6536\u96c6\u4e86\u591a\u5c11\u5173\u4e8e\u5b9e\u9a8c\u7684\u5386\u53f2\u6570\u636e\uff0c\u53ef\u4ee5\u7528\u6765\u505a\u51fa\u4f18\u5316\u51b3\u7b56\uff1f<\/p>\n\n\n\n<p 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