为了研究一种昆虫的产卵数y和温度x是否有关,现收集了7组观测数据列于下表中,并做出了散点图,发现样本点并没有分布在某个带状区域内,两个变量并不呈现线性相关关系,现分别用模型①
![](https://math.21cnjy.com/MathMLToImage?mml=%3Cmath+xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F1998%2FMath%2FMathML%22%3E%3Cmrow%3E%3Cmi%3Ey%3C%2Fmi%3E%3Cmo%3E%3D%3C%2Fmo%3E%3Cmsub%3E%3Cmi%3EC%3C%2Fmi%3E%3Cmn%3E1%3C%2Fmn%3E%3C%2Fmsub%3E%3Cmsup%3E%3Cmi%3Ex%3C%2Fmi%3E%3Cmn%3E2%3C%2Fmn%3E%3C%2Fmsup%3E%3Cmo%3E%2B%3C%2Fmo%3E%3Cmsub%3E%3Cmi%3EC%3C%2Fmi%3E%3Cmn%3E2%3C%2Fmn%3E%3C%2Fmsub%3E%3C%2Fmrow%3E%3C%2Fmath%3E)
与模型;②
![](https://math.21cnjy.com/MathMLToImage?mml=%3Cmath+xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F1998%2FMath%2FMathML%22%3E%3Cmrow%3E%3Cmi%3Ey%3C%2Fmi%3E%3Cmo%3E%3D%3C%2Fmo%3E%3Cmsup%3E%3Cmi%3Ee%3C%2Fmi%3E%3Cmrow%3E%3Cmsub%3E%3Cmi%3EC%3C%2Fmi%3E%3Cmn%3E3%3C%2Fmn%3E%3C%2Fmsub%3E%3Cmi%3Ex%3C%2Fmi%3E%3Cmo%3E%2B%3C%2Fmo%3E%3Cmsub%3E%3Cmi%3EC%3C%2Fmi%3E%3Cmn%3E4%3C%2Fmn%3E%3C%2Fmsub%3E%3C%2Fmrow%3E%3C%2Fmsup%3E%3C%2Fmrow%3E%3C%2Fmath%3E)
作为产卵数y和温度x的回归方程来建立两个变量之间的关系.
温度x/℃ | 20 | 22 | 24 | 26 | 28 | 30 | 32 |
产卵数y/个 | 6 | 10 | 21 | 24 | 64 | 113 | 322 |
t=x2 | 400 | 484 | 576 | 676 | 784 | 900 | 1024 |
z=lny | 1.79 | 2.30 | 3.04 | 3.18 | 4.16 | 4.73 | 5.77 |
| | | |
26 | 692 | 80 | 3.57 |
| | | |
1157.54 | 0.43 | 0.32 | 0.00012 |
其中
,
,zi=lnyi ,
,
附:对于一组数据(μ1 , ν1),(μ2 , ν2),…(μn , νn),其回归直线v=βμ+α的斜率和截距的最小二乘估计分别为:
,