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lingchu

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[求助] spss中如何做分段线性回归( piecewise regression) 已有1人参与

各位大侠帮忙了!请问大家如何在SPSS中做分段线性回归分析,还有那个分段的拐点(分裂点)是要自己判断设定,还是SPSS分析中可以直接给出分裂点信息。因为本人的数据比较多,而且是连续变量,自己判断拐点很难(估计也判断不准确),之前做了二次函数拟合,但是审稿人认为应该做分段线性回归分析,并检验是否存在分裂点(审稿意见大致如下: The authors use quadratic relationships. These should likely be replaced with broken stick (piece-wise) regression models. There is no evidence at the global scale that climatic relationships reverse themselves. A quadratic function might explain more variation than a linear relationship, but it does not mean it is appropriate. The authors also haven't shown the quadratic portion of the function to be significant.
4. The authors utilize a breakpoint at 0.5°C for some of their relationships. This needs to be independently derived. They need to run a piecewise regression model and test whether there is a breakpoint in their data, no less if it is at 0.5°C. )

请高手指点!不胜感激!
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变质的白云岩

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【答案】应助回帖

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感谢参与,应助指数 +1
lingchu: 金币+5, 有帮助 2016-01-07 21:50:14
lingchu: 金币+15, ★★★很有帮助 2016-01-21 13:00:29
如有拐点,说明这组数据不符合正态分布,数据采集于不同母体或同一母体不同时期叠加了其他因素,自拐点处分为A、B两组数据,再各自检查是否符合正态分布,如符合正态分布,分别用两组数据各自拟合线性回归。数据多时用概率格纸法判定拐点较好。回答不知准确不准确,共同学习。
搞地质要嘴勤、腿勤、手勤、多思考。
2楼2016-01-06 06:52:55
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