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y x1 x2 x3 x4 x5 x6 x7 x8 x9 10 2113 1985 38.9 64.7 4 868 59.7 2205 1917 11 2957 1737 40.1 60
y x1 x2 x3 x4 x5 x6 x7 x8 x9 10 2113 1985 38.9 64.7 4 868 59.7 2205 1917 11 2957 1737 40.1 60 14 914 65.6 1847 2175 13 2285 2905 41.6 45.3 -4 957 61.4 1903 2476 10 2971 1666 39.2 53.8 15 836 66.1 1457 1866 11 2309 2927 39.7 74.1 8 786 61 1848 2339 11 2147 2737 37 78.3 -1 761 58 1821 1909 4 1689 1414 42.1 47.6 -3 714 57 2577 2001 2 2566 1838 42.3 54.2 -1 797 58.9 2476 2254 10 2109 2191 39.5 51.9 6 700 57.2 1917 1758 9 2295 2229 37.4 53.6 -5 1037 58.8 1761 2032 9 1932 2204 35.1 71.4 3 986 58.6 1709 2025 5 1722 1730 36.6 52.6 -19 791 54.4 2288 1835 5 1873 2929 41.1 55.3 10 789 54.3 2861 2496 6 2118 2268 38.2 69.6 6 582 58.7 2411 2670 4 1775 1983 39.3 78.3 7 901 51.7 2289 2202 3 1929 1606 39.7 68.8 -21 627 52.7 2592 2324 4 2080 1492 35.5 68.8 -8 722 57.8 2053 2550 6 2040 2416 38.7 50 0 576 54.9 2048 2628 8 2447 1638 39.9 57.1 -8 848 65.3 1786 1776 2 1416 2649 37.4 56.3 -22 684 43.8 2876 2524
y | x1 | x2 | x3 | x4 | x5 | x6 | x7 | x8 | x9 |
10 | 2113 | 1985 | 38.9 | 64.7 | 4 | 868 | 59.7 | 2205 | 1917 |
11 | 2957 | 1737 | 40.1 | 60 | 14 | 914 | 65.6 | 1847 | 2175 |
13 | 2285 | 2905 | 41.6 | 45.3 | -4 | 957 | 61.4 | 1903 | 2476 |
10 | 2971 | 1666 | 39.2 | 53.8 | 15 | 836 | 66.1 | 1457 | 1866 |
11 | 2309 | 2927 | 39.7 | 74.1 | 8 | 786 | 61 | 1848 | 2339 |
11 | 2147 | 2737 | 37 | 78.3 | -1 | 761 | 58 | 1821 | 1909 |
4 | 1689 | 1414 | 42.1 | 47.6 | -3 | 714 | 57 | 2577 | 2001 |
2 | 2566 | 1838 | 42.3 | 54.2 | -1 | 797 | 58.9 | 2476 | 2254 |
10 | 2109 | 2191 | 39.5 | 51.9 | 6 | 700 | 57.2 | 1917 | 1758 |
9 | 2295 | 2229 | 37.4 | 53.6 | -5 | 1037 | 58.8 | 1761 | 2032 |
9 | 1932 | 2204 | 35.1 | 71.4 | 3 | 986 | 58.6 | 1709 | 2025 |
5 | 1722 | 1730 | 36.6 | 52.6 | -19 | 791 | 54.4 | 2288 | 1835 |
5 | 1873 | 2929 | 41.1 | 55.3 | 10 | 789 | 54.3 | 2861 | 2496 |
6 | 2118 | 2268 | 38.2 | 69.6 | 6 | 582 | 58.7 | 2411 | 2670 |
4 | 1775 | 1983 | 39.3 | 78.3 | 7 | 901 | 51.7 | 2289 | 2202 |
3 | 1929 | 1606 | 39.7 | 68.8 | -21 | 627 | 52.7 | 2592 | 2324 |
4 | 2080 | 1492 | 35.5 | 68.8 | -8 | 722 | 57.8 | 2053 | 2550 |
6 | 2040 | 2416 | 38.7 | 50 | 0 | 576 | 54.9 | 2048 | 2628 |
8 | 2447 | 1638 | 39.9 | 57.1 | -8 | 848 | 65.3 | 1786 | 1776 |
2 | 1416 | 2649 | 37.4 | 56.3 | -22 | 684 | 43.8 | 2876 | 2524 |
Develop statistical methods for regression model analysis following statistical principle.
Perform statistical modeling, model diagnostics and validation.
Identify and apply appropriate analysis methods with statistical modeling to real-world applications.
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