Use Excel to develop a regression model for the Consumer Food Database (using the “Excel Databases.xls” file on Blackboard) to predict Annual Food Spending by Annual Household Income. Which observations, if any, are considered to be outliers in this dataset? (i.e. outside 3 se) Select all that apply. There are no outliers in this dataset Observation 3 Observation 127 Observation 151
Correlation
Correlation defines a relationship between two independent variables. It tells the degree to which variables move in relation to each other. When two sets of data are related to each other, there is a correlation between them.
Linear Correlation
A correlation is used to determine the relationships between numerical and categorical variables. In other words, it is an indicator of how things are connected to one another. The correlation analysis is the study of how variables are related.
Regression Analysis
Regression analysis is a statistical method in which it estimates the relationship between a dependent variable and one or more independent variable. In simple terms dependent variable is called as outcome variable and independent variable is called as predictors. Regression analysis is one of the methods to find the trends in data. The independent variable used in Regression analysis is named Predictor variable. It offers data of an associated dependent variable regarding a particular outcome.
Use Excel to develop a regression model for the Consumer Food Database (using the “Excel Databases.xls” file on Blackboard) to predict Annual Food Spending by Annual Household Income.
Which observations, if any, are considered to be outliers in this dataset? (i.e. outside 3 se) Select all that apply.
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There are no outliers in this dataset
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Observation 3
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Observation 127
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Observation 151
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Annual Food Spending ($) | Annual Household Income ($) | Non mortgage household debt ($) | Region: 1 = NE 2 = MW 3 = S 4 = W | Location: 1 = Metro 2 = Outside Metro |
8909 | 56697 | 23180 | 1 | 1 |
5684 | 35945 | 7052 | 1 | 1 |
10706 | 52687 | 16149 | 1 | 1 |
14112 | 74041 | 21839 | 1 | 1 |
13855 | 63182 | 18866 | 1 | 1 |
15619 | 79064 | 21899 | 1 | 1 |
2694 | 25981 | 8774 | 1 | 1 |
9127 | 57424 | 15766 | 1 | 1 |
13514 | 72045 | 27685 | 1 | 1 |
6314 | 38046 | 8545 | 1 | 1 |
7622 | 52408 | 28057 | 1 | 1 |
4322 | 41405 | 6998 | 1 | 1 |
3805 | 29684 | 4806 | 1 | 1 |
6674 | 49246 | 13592 | 1 | 1 |
7347 | 41491 | 4088 | 1 | 1 |
2911 | 26703 | 15876 | 1 | 1 |
8026 | 48753 | 16714 | 1 | 1 |
8567 | 55555 | 16783 | 1 | 1 |
10345 | 71483 | 21407 | 1 | 1 |
8694 | 50980 | 19114 | 1 | 1 |
8821 | 46403 | 7817 | 1 | 1 |
8678 | 51927 | 14415 | 1 | 1 |
14331 | 84769 | 17295 | 1 | 1 |
9619 | 59062 | 16687 | 1 | 1 |
9286 | 57952 | 14161 | 1 | 1 |
8206 | 58355 | 19538 | 1 | 1 |
16408 | 81694 | 15187 | 1 | 1 |
12757 | 69522 | 14651 | 1 | 1 |
17740 | 96132 | 0 | 1 | 1 |
7739 | 57796 | 22057 | 1 | 1 |
15383 | 88276 | 1896 | 1 | 1 |
4579 | 32264 | 7979 | 1 | 1 |
11679 | 65928 | 0 | 1 | 1 |
12877 | 69924 | 27330 | 1 | 1 |
16232 | 91108 | 9876 | 1 | 1 |
9621 | 54070 | 19908 | 1 | 1 |
8171 | 47238 | 17819 | 1 | 1 |
12128 | 77427 | 31340 | 1 | 1 |
8642 | 59805 | 4963 | 1 | 1 |
12400 | 60334 | 6632 | 1 | 1 |
9185 | 54114 | 18593 | 1 | 2 |
7862 | 40680 | 15202 | 1 | 2 |
9775 | 58263 | 1486 | 1 | 2 |
6771 | 52008 | 21713 | 1 | 2 |
3059 | 39643 | 12179 | 1 | 2 |
13211 | 70309 | 13221 | 1 | 2 |
7408 | 46450 | 5602 | 1 | 2 |
11581 | 76140 | 33874 | 1 | 2 |
14233 | 80833 | 11478 | 1 | 2 |
3352 | 31899 | 2762 | 1 | 2 |
2630 | 21647 | 2663 | 1 | 2 |
9093 | 65924 | 11355 | 1 | 2 |
12652 | 65923 | 5132 | 1 | 2 |
9559 | 62811 | 12613 | 1 | 2 |
6112 | 42335 | 3149 | 1 | 2 |
10431 | 65134 | 15196 | 1 | 2 |
12630 | 64621 | 21433 | 1 | 2 |
4578 | 36553 | 5502 | 1 | 2 |
9551 | 62910 | 11376 | 1 | 2 |
10262 | 70727 | 13287 | 1 | 2 |
9551 | 57634 | 11857 | 2 | 1 |
10143 | 56549 | 16136 | 2 | 1 |
8955 | 59662 | 11627 | 2 | 1 |
10197 | 57350 | 18432 | 2 | 1 |
11234 | 56447 | 10871 | 2 | 1 |
9320 | 61136 | 0 | 2 | 1 |
9089 | 51526 | 4902 | 2 | 1 |
12300 | 79979 | 17270 | 2 | 1 |
11484 | 66733 | 15145 | 2 | 1 |
11215 | 75359 | 15611 | 2 | 1 |
7204 | 40795 | 8975 | 2 | 1 |
5579 | 39128 | 6576 | 2 | 1 |
11723 | 75482 | 12508 | 2 | 1 |
9353 | 63998 | 0 | 2 | 1 |
7761 | 45845 | 6671 | 2 | 1 |
4261 | 38223 | 8576 | 2 | 1 |
9830 | 66787 | 1178 | 2 | 1 |
12386 | 77852 | 936 | 2 | 1 |
8673 | 55825 | 14167 | 2 | 1 |
10944 | 57022 | 9018 | 2 | 1 |
9910 | 64263 | 12768 | 2 | 1 |
9928 | 75881 | 17423 | 2 | 1 |
4264 | 34343 | 21323 | 2 | 1 |
7971 | 41243 | 21009 | 2 | 1 |
8290 | 53021 | 20151 | 2 | 1 |
12669 | 66991 | 9250 | 2 | 1 |
7272 | 49719 | 20838 | 2 | 1 |
9784 | 58399 | 16065 | 2 | 1 |
9187 | 50477 | 9407 | 2 | 1 |
5866 | 39112 | 20409 | 2 | 1 |
9456 | 51886 | 11668 | 2 | 2 |
6270 | 34797 | 146 | 2 | 2 |
9518 | 62348 | 5201 | 2 | 2 |
10968 | 78704 | 17002 | 2 | 2 |
8865 | 53620 | 32004 | 2 | 2 |
9226 | 51577 | 15922 | 2 | 2 |
4913 | 34761 | 17704 | 2 | 2 |
6976 | 60968 | 17799 | 2 | 2 |
8152 | 51281 | 8167 | 2 | 2 |
2887 | 25013 | 18763 | 2 | 2 |
8062 | 59238 | 10815 | 2 | 2 |
8895 | 47344 | 11814 | 2 | 2 |
8444 | 52645 | 22469 | 2 | 2 |
6148 | 35309 | 17139 | 2 | 2 |
4563 | 34355 | 10612 | 2 | 2 |
8185 | 50630 | 21187 | 3 | 1 |
3391 | 29056 | 15735 | 3 | 1 |
7436 | 48721 | 18363 | 3 | 1 |
9522 | 50459 | 16478 | 3 | 1 |
11290 | 72805 | 21238 | 3 | 1 |
10403 | 56954 | 22218 | 3 | 1 |
4693 | 39343 | 24696 | 3 | 1 |
5626 | 38833 | 14371 | 3 | 1 |
11869 | 55021 | 35576 | 3 | 1 |
13055 | 77605 | 817 | 3 | 1 |
8783 | 57937 | 18591 | 3 | 1 |
13031 | 63343 | 25531 | 3 | 1 |
3681 | 36479 | 17950 | 3 | 1 |
5549 | 40381 | 14257 | 3 | 1 |
4108 | 26309 | 26581 | 3 | 1 |
6314 | 41421 | 22470 | 3 | 1 |
7700 | 54579 | 29065 | 3 | 1 |
7479 | 40551 | 31757 | 3 | 1 |
9093 | 50369 | 6404 | 3 | 1 |
9863 | 54422 | 24334 | 3 | 1 |
8043 | 51836 | 26213 | 3 | 2 |
9552 | 73600 | 36374 | 3 | 2 |
9286 | 51873 | 29631 | 3 | 2 |
7987 | 48003 | 17261 | 3 | 2 |
3875 | 36519 | 13579 | 3 | 2 |
10746 | 75152 | 10659 | 3 | 2 |
6888 | 44974 | 23711 | 3 | 2 |
5479 | 48923 | 4594 | 3 | 2 |
6949 | 43769 | 21221 | 3 | 2 |
10650 | 75947 | 33357 | 3 | 2 |
5188 | 41423 | 33641 | 3 | 2 |
5311 | 40189 | 17791 | 3 | 2 |
4691 | 36772 | 5829 | 3 | 2 |
8056 | 59690 | 19594 | 3 | 2 |
11304 | 53654 | 23066 | 3 | 2 |
8112 | 59067 | 240 | 3 | 2 |
8696 | 65962 | 0 | 3 | 2 |
5869 | 37254 | 10157 | 3 | 2 |
3776 | 33568 | 14143 | 3 | 2 |
11829 | 56934 | 0 | 3 | 2 |
13087 | 88822 | 17565 | 4 | 1 |
10986 | 59635 | 27863 | 4 | 1 |
5762 | 38407 | 18867 | 4 | 1 |
11617 | 78627 | 11894 | 4 | 1 |
9895 | 47710 | 22930 | 4 | 1 |
16293 | 64443 | 31687 | 4 | 1 |
8185 | 58871 | 35424 | 4 | 1 |
13972 | 87954 | 11549 | 4 | 1 |
11243 | 54778 | 12552 | 4 | 1 |
4635 | 39825 | 19494 | 4 | 1 |
10063 | 49536 | 12195 | 4 | 1 |
8426 | 60102 | 13787 | 4 | 1 |
7436 | 49139 | 22356 | 4 | 1 |
11747 | 51052 | 4553 | 4 | 1 |
15397 | 70500 | 12025 | 4 | 1 |
6842 | 54894 | 16217 | 4 | 1 |
9678 | 60570 | 4106 | 4 | 1 |
12852 | 57625 | 31228 | 4 | 1 |
10114 | 56956 | 25907 | 4 | 1 |
8496 | 61400 | 1093 | 4 | 1 |
6689 | 50532 | 17106 | 4 | 1 |
15696 | 72774 | 17793 | 4 | 1 |
9841 | 69981 | 21607 | 4 | 1 |
12529 | 66891 | 17689 | 4 | 1 |
10210 | 67431 | 19995 | 4 | 1 |
8868 | 64782 | 14489 | 4 | 1 |
6426 | 38987 | 17864 | 4 | 1 |
11096 | 64867 | 5839 | 4 | 1 |
10086 | 50421 | 8689 | 4 | 1 |
2587 | 27076 | 17534 | 4 | 1 |
12492 | 51784 | 20284 | 4 | 2 |
8456 | 54135 | 22037 | 4 | 2 |
6801 | 53291 | 23342 | 4 | 2 |
6339 | 49804 | 34943 | 4 | 2 |
7802 | 52205 | 28579 | 4 | 2 |
9717 | 72841 | 22349 | 4 | 2 |
6026 | 46238 | 20165 | 4 | 2 |
5618 | 45938 | 10538 | 4 | 2 |
10217 | 77716 | 18516 | 4 | 2 |
8338 | 59711 | 7980 | 4 | 2 |
9048 | 42106 | 19786 | 4 | 2 |
4017 | 36462 | 9935 | 4 | 2 |
10906 | 53403 | 18177 | 4 | 2 |
15148 | 71290 | 6696 | 4 | 2 |
8830 | 66759 | 20972 | 4 | 2 |
8481 | 57616 | 28767 | 4 | 2 |
11358 | 76221 | 1373 | 4 | 2 |
10553 | 78202 | 5920 | 4 | 2 |
6969 | 55164 | 24795 | 4 | 2 |
13219 | 61171 | 21482 | 4 | 2 |
3543 | 34093 | 25969 | 4 | 2 |
7326 | 50647 | 10750 | 4 | 2 |
8458 | 59898 | 22940 | 4 | 2 |
11766 | 52884 | 25970 | 4 | 2 |
9908 | 73629 | 7112 | 4 | 2 |
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