(1)某研究机构为了更好地服务于高三学生,随机抽取了某校5名高三学生,对其记忆力测试指标
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/81dea63b8ce3e51adf66cf7b9982a248.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/d053b14c8588eee2acbbe44fc37a6886.png)
7 | 9 | 10 | 11 | 13 | |
3 | 4 | 5 | 6 | 7 |
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/d053b14c8588eee2acbbe44fc37a6886.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/81dea63b8ce3e51adf66cf7b9982a248.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/5e2c4d12b3a705daab723ab243b6cc88.png)
(2)现有甲、乙两所高校的笔试环节都设有三门考试科目,某考生参加每门科目考试是否通过相互独立.若该考生报考甲高校,每门笔试科目通过的概率均为
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/eac97e6740365c85ad857aff85cefbe5.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/b0d05050afcc6f941f0d7878f2bbf596.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/fe9e329f2730b2be926b121f1ae04c0f.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/294f5ba74cdf695fc9a8a8e52f421328.png)
参考数据:
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/86b0489aabb6fc286186ef1ea105bf09.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/3cc9135d3526492010245982eebe8668.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/52881be613aa404e553da30d8987cfad.png)
参考公式:线性相关系数:
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/68c297c6d836780daf48f84389e89e93.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/4fb540658171f0b12b6481f6a100eb84.png)
2 . 近几年,在缺“芯”困局之下,国产替代的呼声愈发高涨,在国家的政策扶持下,国产芯片厂商呈爆发式增长.为估计某地芯片企业的营业收入,随机选取了10家芯片企业,统计了每家企业的研发投入(单位:亿)和营业收入(单位:亿),得到如下数据:
样本号i | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
研发投入 | 2 | 2 | 4 | 6 | 8 | 10 | 14 | 16 | 18 | 20 |
营业收入 | 14 | 16 | 30 | 38 | 50 | 60 | 70 | 90 | 102 | 130 |
并计算得,
,
,
,
.
(1)求该地芯片企业的研发投入与营业收入的样本相关系数r,并判断这两个变量的相关性强弱(若
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/d30c484a4e3b8297f7d32c7e44919b74.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/2991502b0be7df4183b9e42b6c53c6e4.png)
(2)现统计了该地所有芯片企业的研发投入,并得到所有芯片企业的研发投入总和为268亿,已知芯片企业的研发投入与营业收入近似成正比.利用以上数据给出该地芯片企业的总营业收入的估计值.
附:相关系数,
.
时间![]() | 1 | 2 | 3 | 4 | 5 |
销售量![]() | 0.5 | 0.8 | 1.0 | 1.2 | 1.5 |
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/d053b14c8588eee2acbbe44fc37a6886.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/81dea63b8ce3e51adf66cf7b9982a248.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/361fae11d1e362b334b62a50de2ea4cd.png)
A.由题中数据可知,变量![]() ![]() ![]() |
B.线性回归方程![]() ![]() |
C.残差![]() |
D.可以预测![]() ![]() |
行驶里程/万km | 0.00 | 0.64 | 1.29 | 1.93 | 2.57 | 3.22 | 3.86 | 4.51 | 5.15 |
轮胎凹槽深度/mm | 10.02 | 8.37 | 7.39 | 6.48 | 5.82 | 5.20 | 4.55 | 4.16 | 3.82 |
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/33b447ac3d1a965572c31b6e4c18d4b8.png)
![]() | ![]() | ![]() | ![]() |
2.57 | 6.20 | 115.10 | 29.46 |
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/1540e440b9be5e4858919dee0a017432.png)
(2)通过散点图,也可认为散点集中在曲线
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/5e3752086503b7e3e3d9aa07229a9e40.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/c4059cab473cbfa65841a23cdc8047d7.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/c17b49c6556a7bd72c4f680ecf876ac7.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/a873cb31f14928e64a44970549954058.png)
附:线性回归模型中,决定系数等于相关系数的平方,即
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/10c94d8564966ba179255922ba62dd88.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/d053b14c8588eee2acbbe44fc37a6886.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/81dea63b8ce3e51adf66cf7b9982a248.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/617ecf0d9c59f32bd6290be428842d3a.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/81dea63b8ce3e51adf66cf7b9982a248.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/d053b14c8588eee2acbbe44fc37a6886.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/0e73f06943df29f0a394913ebfd86238.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/8794fd632949edd6b80f2a8f1134a206.png)
![]() | ![]() | ![]() | ![]() |
31.5 | 15 | 15 | 49.5 |
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/d053b14c8588eee2acbbe44fc37a6886.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/81dea63b8ce3e51adf66cf7b9982a248.png)
(2)计划明年年利润额突破1亿,则该种材料应至少投入多少费用?(结果保留到万元)参考数据:
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/fe1f118d978fe48eac9768fbbc395668.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/8544f8483269db90305fa747eeac8b4d.png)
A.![]() | B.![]() |
C.![]() | D.![]() |
7 . 某产品的广告费用x与销售额y的统计数据如下表:
广告费x(万元) | 2 | 3 | 4 | 5 |
利润y(万元) | 26 | m | 49 | 54 |
根据上表可得回归方程为,表中有一数据模糊不清,请推算该数据的值为
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/97ea8f47d8d8d9e1832d52b1c7425450.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/4de122ae929b1acaff321dec137622ed.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/a40be22f62b27d808e747ec22c070760.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/150e03c97bbd6c0b30249112bc944955.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/a7e958aa4c3c158f427531710f3b507c.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/92c2a253e8d89e717aa68ff75e705cb4.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/a0e115712bcaa9cecccc130b8a8c7c3e.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/0cd80d0de52f978bb5d70bd9ca9e0445.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/fd387eab82a2809ea4c5165d67ec2bac.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/4ce608f46e17d810ae50d5537b7d3053.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/5fc4c4ca0eef34ce054082f6d1f13961.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/e97838f3f4a697aa49c89105a894af19.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/c9604c436e1d5ff28a0eaf78bf987ab5.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/17c45850e0eed525355a1aa6ac85831d.png)
(1)根据以上数据,从相关系数的角度,判断
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/e195e8514f1b9d4f3a48737cec4f9559.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/d789c56c5be6c0a2d9e1d64462f526b2.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/d053b14c8588eee2acbbe44fc37a6886.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/81dea63b8ce3e51adf66cf7b9982a248.png)
(2)根据(1)的判断结果及相关数据,建立
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/d053b14c8588eee2acbbe44fc37a6886.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/81dea63b8ce3e51adf66cf7b9982a248.png)
(3)该乡镇计划年销售额不低于10亿元,请预测种植面积至少为多少亩.
附:相关系数
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/60308aae9eb9aad53027174333aad5f4.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/1beb214c41a0c929e2087167aad1d7bf.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/163cda4f3e8d8f77346386d889a00493.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/0e02e088c8b8ae9015f5fffa1c867e99.png)
参考数据:
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/9f3372356f94299d665c05947f95991b.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/42ca6170ecb3851f33abcdabd0a72567.png)
9 . 为了研究某种细菌随天数x变化的繁殖个数y,收集数据如下:
天数x | 1 | 2 | 3 | 4 | 5 | 6 |
繁殖个数y | 6 | 12 | 25 | 49 | 95 | 190 |
(1)在图中作出繁殖个数y关于天数x变化的散点图,并由散点图判断
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/33b447ac3d1a965572c31b6e4c18d4b8.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/2b96969c5c96977de135616a637ddc52.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/7936359df4c926b72b48c6fdae55f12d.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/b76f79be89b8c6227b68eded6b675546.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/6ec26e45ae36c71ee9761a05e734dde1.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/2b707f7a60da910e1dae29c79dff3300.png)
(2)对于非线性回归方程
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/2b96969c5c96977de135616a637ddc52.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/7936359df4c926b72b48c6fdae55f12d.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/b76f79be89b8c6227b68eded6b675546.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/6ec26e45ae36c71ee9761a05e734dde1.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/2b707f7a60da910e1dae29c79dff3300.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/54d28162b2a8309f0f7f193e733be414.png)
3.50 | 62.83 | 3.53 | 17.50 | 596.57 | 12.09 |
①证明:“对于,令
,可以得到繁殖个数的对数z关于天数x具有
,β,α为常数)”;
②根据(1)的判断结果及表中数据,建立y关于x的回归方程(系数保留2位小数).
附:对于一组数据,
,…,
,其回归直线方程
的斜率和截距的最小二乘估计分别为
,
.
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/81dea63b8ce3e51adf66cf7b9982a248.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/d053b14c8588eee2acbbe44fc37a6886.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/d053b14c8588eee2acbbe44fc37a6886.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/81dea63b8ce3e51adf66cf7b9982a248.png)
![](https://staticzujuan.xkw.com/quesimg/Upload/formula/d39db502b5294f4179ccaad7142084df.png)
![](https://img.xkw.com/dksih/QBM/editorImg/2023/3/21/230d3643-5984-4201-a8a3-bb22439eff95.png?resizew=205)
A.2021年5月 | B.2021年6月 | C.2021年8月 | D.2021年9月 |