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One of the fundamental ideas of scientific thinking can be summed up in the phrase: "Correlation1 does not imply causation."
A simpler way to say that is: "this follows that" does not mean "this follows from that." Even in science, it's easy to confuse the two.
Let's look at an example. Suppose you notice that sometimes the tar2 in the pavement outside your house is soft and pliable3, while other times it's hard and brittle4. This is an observation of the world, what a scientist would call "a datum5". By checking the tar every day for a reasonable period of time, you may discover a pattern: whenever the kids next door play baseball, the tar goes soft. Repeat the experiment to be sure: yes, you will find, there is a statistically6 significant linkage7 between these events, no matter what method of data analysis you use. Have we not just proven that the baseball affects tar?
No, we haven't; and the reason is that the connection here is still one of correlation. Our observation of the tar and the kids is entirely8 valid9 scientific practice, as far as it goes; however, the leap to causation--that is, to the conclusion that baseball causes tar to soften--is invalid10.
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1 correlation | |
n.相互关系,相关,关连 | |
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2 tar | |
n.柏油,焦油;vt.涂或浇柏油/焦油于 | |
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3 pliable | |
adj.易受影响的;易弯的;柔顺的,易驾驭的 | |
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4 brittle | |
adj.易碎的;脆弱的;冷淡的;(声音)尖利的 | |
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5 datum | |
n.资料;数据;已知数 | |
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6 statistically | |
ad.根据统计数据来看,从统计学的观点来看 | |
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7 linkage | |
n.连接;环节 | |
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8 entirely | |
ad.全部地,完整地;完全地,彻底地 | |
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9 valid | |
adj.有确实根据的;有效的;正当的,合法的 | |
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10 invalid | |
n.病人,伤残人;adj.有病的,伤残的;无效的 | |
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11 scenario | |
n.剧本,脚本;概要 | |
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12 tricky | |
adj.狡猾的,奸诈的;(工作等)棘手的,微妙的 | |
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