{"id":535,"date":"2023-07-29T14:18:32","date_gmt":"2023-07-29T14:18:32","guid":{"rendered":"https:\/\/statorials.org\/my\/quadratic-regression-excel\/"},"modified":"2023-07-29T14:18:32","modified_gmt":"2023-07-29T14:18:32","slug":"quadratic-regression-excel","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/quadratic-regression-excel\/","title":{"rendered":"Excel \u1010\u103d\u1004\u103a \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1015\u102f\u1036 \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1019\u100a\u103a\u1014\u100a\u103a\u1038"},"content":{"rendered":"

<\/p>\n

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Regression<\/strong> \u101e\u100a\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u1010\u1005\u103a\u1001\u102f \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1010\u1005\u103a\u1001\u102f\u1011\u1000\u103a\u1015\u102d\u102f\u101e\u1031\u102c \u1000\u103c\u102d\u102f\u1010\u1004\u103a\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a \u1010\u102f\u1036\u1037\u1015\u103c\u1014\u103a\u1019\u103e\u102f\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u1021\u1000\u103c\u102c\u1038 \u1006\u1000\u103a\u1014\u103d\u101a\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u101b\u1014\u103a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u1037\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u1014\u100a\u103a\u1038\u1015\u100a\u102c\u1010\u1005\u103a\u1001\u102f\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b \u1021\u1016\u103c\u1005\u103a\u1021\u1019\u103b\u102c\u1038\u1006\u102f\u1036\u1038 regression \u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1019\u103e\u102c linear regression<\/a> \u1016\u103c\u1005\u103a\u1015\u103c\u102e\u1038\u104a \u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u101e\u1030 variable \u1014\u103e\u1004\u1037\u103a response variable \u101e\u100a\u103a linear<\/em> \u1016\u103c\u1005\u103a\u101e\u1031\u102c\u1021\u1001\u102b\u1010\u103d\u1004\u103a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u1031\u102c \u1006\u1000\u103a\u1005\u1015\u103a\u1019\u103e\u102f\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n

\u1010\u1005\u103a\u1014\u100a\u103a\u1038\u1006\u102d\u102f\u101b\u101e\u1031\u102c\u103a \u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u101e\u1030 variable \u1010\u102d\u102f\u1038\u101c\u102c\u101e\u1031\u102c\u1021\u1001\u102b\u1010\u103d\u1004\u103a \u1010\u102f\u1036\u1037\u1015\u103c\u1014\u103a\u1019\u103e\u102f variable \u101e\u100a\u103a\u101c\u100a\u103a\u1038 \u1010\u102d\u102f\u1038\u101c\u102c\u101e\u100a\u103a\u104b \u1025\u1015\u1019\u102c\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a \u101c\u1031\u1037\u101c\u102c\u1001\u1032\u1037\u101e\u100a\u1037\u103a \u1014\u102c\u101b\u102e\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a (\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1000\u102d\u1014\u103a\u1038\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c) \u1014\u103e\u1004\u1037\u103a \u1005\u102c\u1019\u1031\u1038\u1015\u103d\u1032\u1010\u103d\u1004\u103a \u1000\u103b\u1031\u102c\u1004\u103a\u1038\u101e\u102c\u1038\u101c\u1000\u103a\u1001\u1036\u101b\u101b\u103e\u102d\u101e\u100a\u1037\u103a\u1021\u1006\u1004\u1037\u103a (\u1010\u102f\u1036\u1037\u1015\u103c\u1014\u103a\u1019\u103e\u102f\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c) \u1021\u1000\u103c\u102c\u1038 \u1006\u1000\u103a\u1014\u103d\u101a\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u1016\u1031\u102c\u103a\u1015\u103c\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a \u1019\u103b\u1009\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1015\u103c\u1014\u103a\u1006\u102f\u1010\u103a\u1019\u103e\u102f\u1015\u102f\u1036\u1005\u1036\u1000\u102d\u102f \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n

\u101e\u102d\u102f\u1037\u101e\u1031\u102c\u103a \u1010\u1005\u103a\u1001\u102b\u1010\u1005\u103a\u101b\u1036\u1010\u103d\u1004\u103a \u1000\u103c\u102d\u102f\u1010\u1004\u103a\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1014\u103e\u1004\u1037\u103a \u1010\u102f\u1036\u1037\u1015\u103c\u1014\u103a\u1019\u103e\u102f\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1000\u103c\u102c\u1038 \u1006\u1000\u103a\u1014\u103d\u101a\u103a\u1019\u103e\u102f\u101e\u100a\u103a \u101c\u102d\u102f\u1004\u103a\u1038\u1019\u1006\u1014\u103a\u1015\u102b<\/em> \u104b \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1019\u101f\u102f\u1010\u103a\u101e\u1031\u102c \u1006\u1000\u103a\u1006\u1036\u101b\u1031\u1038\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u101e\u100a\u103a \u1002\u101b\u1015\u103a\u1010\u1005\u103a\u1001\u102f\u1015\u1031\u102b\u103a\u1010\u103d\u1004\u103a U \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1019\u103e\u1031\u102c\u1000\u103a\u1001\u102f\u1036 U \u1000\u1032\u1037\u101e\u102d\u102f\u1037\u1016\u103c\u1005\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u1037\u103a \u101c\u1031\u1038\u1011\u1031\u102c\u1004\u1037\u103a\u1015\u102f\u1036\u1005\u1036\u1006\u1000\u103a\u1006\u1036\u101b\u1031\u1038<\/strong> \u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n

\u1006\u102d\u102f\u101c\u102d\u102f\u101e\u100a\u103a\u1019\u103e\u102c\u104a \u1000\u103c\u102d\u102f\u1010\u1004\u103a\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a \u1010\u102d\u102f\u1038\u101c\u102c\u101e\u100a\u103a\u1014\u103e\u1004\u1037\u103a\u1021\u1019\u103b\u103e\u104a \u1010\u102f\u1036\u1037\u1015\u103c\u1014\u103a\u1019\u103e\u102f\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u101e\u100a\u103a \u1010\u102d\u102f\u1038\u101c\u102c\u1010\u1010\u103a\u101e\u100a\u103a\u104a \u101e\u102d\u102f\u1037\u101e\u1031\u102c\u103a \u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u101e\u100a\u103a \u1006\u1000\u103a\u101c\u1000\u103a\u1010\u102d\u102f\u1038\u101c\u102c\u101e\u100a\u103a\u1014\u103e\u1004\u1037\u103a\u1021\u1019\u103b\u103e \u1010\u102f\u1036\u1037\u1015\u103c\u1014\u103a\u1019\u103e\u102f\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u101e\u100a\u103a \u1000\u103b\u1006\u1004\u103a\u1038\u101e\u103d\u102c\u1038\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n

\u1025\u1015\u1019\u102c\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1021\u101c\u102f\u1015\u103a\u101c\u102f\u1015\u103a\u101e\u1031\u102c \u1014\u102c\u101b\u102e\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a\u1014\u103e\u1004\u1037\u103a \u101c\u1030\u1010\u1005\u103a\u1026\u1038\u104f \u1015\u103b\u1031\u102c\u103a\u101b\u103d\u103e\u1004\u103a\u1019\u103e\u102f\u1021\u1006\u1004\u1037\u103a\u1000\u103c\u102c\u1038 \u1006\u1000\u103a\u1014\u103d\u101a\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u1016\u1031\u102c\u103a\u1015\u103c\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036 \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u1015\u102f\u1036\u1005\u1036\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b \u101c\u1030\u1010\u1005\u103a\u1026\u1038\u101e\u100a\u103a \u1021\u101c\u102f\u1015\u103a\u1019\u103b\u102c\u1038\u101c\u1031\u101c\u1031\u104a \u1015\u103c\u100a\u1037\u103a\u1005\u102f\u1036\u101c\u1031\u101c\u1031\u101f\u102f \u1001\u1036\u1005\u102c\u1038\u101b\u101c\u1031\u101c\u1031 \u1016\u103c\u1005\u103a\u1000\u1031\u102c\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c\u103a\u101c\u100a\u103a\u1038 \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1021\u1010\u102c\u1010\u1005\u103a\u1001\u102f\u101e\u102d\u102f\u1037 \u101b\u1031\u102c\u1000\u103a\u101e\u100a\u103a\u1014\u103e\u1004\u1037\u103a\u104a \u1021\u101c\u102f\u1015\u103a\u1019\u103b\u102c\u1038\u101c\u1031\u101e\u100a\u103a \u1021\u1019\u103e\u1014\u103a\u1010\u1000\u101a\u103a\u1015\u1004\u103a \u1005\u102d\u1010\u103a\u1016\u102d\u1005\u102e\u1038\u1019\u103e\u102f\u1014\u103e\u1004\u1037\u103a \u1015\u103b\u1031\u102c\u103a\u101b\u103d\u103e\u1004\u103a\u1019\u103e\u102f \u101c\u103b\u1031\u102c\u1037\u1014\u100a\u103a\u1038\u101e\u103d\u102c\u1038\u101c\u1031\u1010\u1031\u102c\u1037\u101e\u100a\u103a\u104b \u1024\u1000\u102d\u1005\u1039\u1005\u1010\u103d\u1004\u103a\u104a \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036 \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u1015\u102f\u1036\u1005\u1036\u101e\u100a\u103a linear regression model \u1011\u1000\u103a \u1012\u1031\u1010\u102c\u1000\u102d\u102f \u1015\u102d\u102f\u1019\u102d\u102f\u1000\u1031\u102c\u1004\u103a\u1038\u1019\u103d\u1014\u103a\u1005\u1031\u1019\u100a\u103a\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n

Excel \u1010\u103d\u1004\u103a \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1015\u102f\u1036 \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u1021\u102c\u1038 \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u101e\u102f\u1036\u1038\u101e\u1015\u103a\u1000\u103c\u100a\u1037\u103a\u1000\u103c\u1015\u102b\u1005\u102d\u102f\u1037\u104b<\/span><\/p>\n

Excel \u1010\u103d\u1004\u103a Quadratic Regression<\/strong><\/span><\/h2>\n

\u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1010\u103d\u1004\u103a \u1010\u1005\u103a\u1015\u1010\u103a\u101c\u103b\u103e\u1004\u103a \u1021\u101c\u102f\u1015\u103a\u101c\u102f\u1015\u103a\u101e\u1031\u102c \u1014\u102c\u101b\u102e\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a\u1014\u103e\u1004\u1037\u103a \u1015\u1010\u103a\u101e\u1000\u103a\u101e\u1031\u102c \u1012\u1031\u1010\u102c\u101b\u103e\u102d\u1015\u103c\u102e\u1038 \u101c\u1030 16 \u1026\u1038\u1021\u1010\u103d\u1000\u103a \u1015\u103b\u1031\u102c\u103a\u101b\u103d\u103e\u1004\u103a\u1019\u103e\u102f\u1021\u1006\u1004\u1037\u103a (0 \u1019\u103e 100 \u1021\u1011\u102d) \u1021\u1005\u102e\u101b\u1004\u103a\u1001\u1036\u101e\u100a\u103a\u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b<\/span><\/p>\n

\u1015\u1011\u1019\u1026\u1038\u1005\u103d\u102c\u104a linear regression \u101e\u100a\u103a data \u1014\u103e\u1004\u1037\u103a\u1000\u102d\u102f\u1000\u103a\u100a\u102e\u101b\u1014\u103a \u101e\u1004\u1037\u103a\u101c\u103b\u1031\u102c\u103a\u101e\u1031\u102c model \u101f\u102f\u1010\u103a\u104a<\/span><\/p>\n

\u1006\u1032\u101c\u103a A2:B17 \u1000\u102d\u102f<\/strong> \u1019\u102e\u1038\u1019\u1031\u102c\u1004\u103a\u1038\u1011\u102d\u102f\u1038\u1015\u103c\u1015\u102b\u104b \u1011\u102d\u102f\u1037\u1014\u1031\u102c\u1000\u103a \u1011\u102d\u1015\u103a\u1016\u1032\u1000\u103c\u102d\u102f\u1038\u1010\u1005\u103a\u101c\u103b\u103e\u1031\u102c\u1000\u103a\u101b\u103e\u102d INSERT \u1010\u1000\u103a\u1018\u103a\u1000\u102d\u102f \u1014\u103e\u102d\u1015\u103a\u1015\u102b\u104a \u1011\u102d\u102f\u1037\u1014\u1031\u102c\u1000\u103a Charts<\/em> \u1027\u101b\u102d\u101a\u102c\u101b\u103e\u102d Scatter \u1000\u102d\u102f<\/em> \u1014\u103e\u102d\u1015\u103a\u1015\u102b\u104b \u104e\u1004\u103a\u1038\u101e\u100a\u103a \u1012\u1031\u1010\u102c\u104f \u1001\u103d\u1032\u1001\u103c\u1019\u103a\u1038\u1005\u102d\u1015\u103a\u1016\u103c\u102c\u1019\u103e\u102f\u1000\u102d\u102f \u1016\u103c\u1005\u103a\u1015\u1031\u102b\u103a\u1005\u1031\u101c\u102d\u1019\u1037\u103a\u1019\u100a\u103a-<\/span><\/p>\n

\u1021\u101c\u102f\u1015\u103a\u1001\u103b\u102d\u1014\u103a\u1014\u1032\u1037 \u1021\u1005\u102e\u101b\u1004\u103a\u1001\u1036\u1010\u1032\u1037 \u1015\u103b\u1031\u102c\u103a\u101b\u103d\u103e\u1004\u103a\u1019\u103e\u102f\u1000\u103c\u102c\u1038\u1000 \u1006\u1000\u103a\u1014\u103d\u101a\u103a\u1019\u103e\u102f\u101f\u102c \u1010\u1005\u103a\u1015\u103c\u1031\u1038\u100a\u102e \u1019\u101f\u102f\u1010\u103a\u1018\u1030\u1038\u1006\u102d\u102f\u1010\u102c<\/em> \u101e\u102d\u1016\u102d\u102f\u1037 \u101c\u103d\u101a\u103a\u1015\u102b\u1010\u101a\u103a\u104b \u1010\u1000\u101a\u103a\u1010\u1031\u102c\u1037\u104a \u104e\u1004\u103a\u1038\u101e\u100a\u103a “ U” \u1015\u102f\u1036\u101e\u100f\u1039\u100d\u102c\u1014\u103a\u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u1015\u103c\u102e\u1038 \u104e\u1004\u103a\u1038\u101e\u100a\u103a \u101c\u1031\u1038\u1011\u1031\u102c\u1004\u1037\u103a\u1015\u102f\u1036\u101e\u100f\u1039\u100d\u102c\u1014\u103a\u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f<\/strong> \u1021\u1010\u103d\u1000\u103a \u1015\u103c\u102e\u1038\u1015\u103c\u100a\u1037\u103a\u1005\u102f\u1036\u101e\u1031\u102c \u1000\u102d\u102f\u101a\u103a\u1005\u102c\u1038\u101c\u103e\u101a\u103a\u101c\u1031\u102c\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u101c\u102c\u101e\u100a\u103a\u104b<\/span><\/p>\n

Quadratic regression model \u1000\u102d\u102f data \u1014\u1032\u1037 \u1021\u1036\u1000\u102d\u102f\u1000\u103a\u1019\u1016\u103c\u1005\u103a\u1001\u1004\u103a\u104a \u1000\u103b\u103d\u1014\u103a\u1010\u1031\u102c\u103a\u1010\u102d\u102f\u1037\u101b\u1032\u1037 \u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a variable \u101b\u1032\u1037 \u1014\u103e\u1005\u103a\u1011\u1015\u103a\u1000\u102d\u1014\u103a\u1038\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1010\u103d\u1031\u1021\u1010\u103d\u1000\u103a \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u101e\u1005\u103a\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1016\u102d\u102f\u1037\u101c\u102d\u102f\u1021\u1015\u103a\u1015\u102b\u1010\u101a\u103a\u104b<\/span><\/p>\n

\u1015\u1011\u1019\u1026\u1038\u1005\u103d\u102c \u1000\u1031\u102c\u103a\u101c\u1036 B \u101b\u103e\u102d \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u1000\u102d\u102f \u1019\u102e\u1038\u1019\u1031\u102c\u1004\u103a\u1038\u1011\u102d\u102f\u1038\u1015\u103c\u1015\u103c\u102e\u1038 \u104e\u1004\u103a\u1038\u1010\u102d\u102f\u1037\u1000\u102d\u102f \u1000\u1031\u102c\u103a\u101c\u1036 C \u101e\u102d\u102f\u1037 \u1006\u103d\u1032\u1001\u103b\u1015\u102b\u104b<\/span><\/p>\n

\u1011\u102d\u102f\u1037\u1014\u1031\u102c\u1000\u103a \u1006\u1032\u101c\u103a B2 \u1010\u103d\u1004\u103a \u1016\u1031\u102c\u103a\u1019\u103c\u1030\u101c\u102c =A2^2<\/strong> \u1000\u102d\u102f \u101b\u102d\u102f\u1000\u103a\u1011\u100a\u1037\u103a\u1015\u102b\u104b \u104e\u1004\u103a\u1038\u101e\u100a\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038 \u1043\u1046 \u1000\u102d\u102f<\/strong> \u1011\u102f\u1010\u103a\u1015\u1031\u1038\u101e\u100a\u103a\u104b \u1011\u102d\u102f\u1037\u1014\u1031\u102c\u1000\u103a\u104a \u1006\u1032\u101c\u103a B2 \u104f\u1021\u1031\u102c\u1000\u103a\u1001\u103c\u1031\u100a\u102c\u1018\u1000\u103a\u1011\u1031\u102c\u1004\u1037\u103a\u1000\u102d\u102f \u1014\u103e\u102d\u1015\u103a\u1015\u103c\u102e\u1038 \u1000\u1031\u102c\u103a\u101c\u1036 B \u101b\u103e\u102d \u1000\u103b\u1014\u103a\u1006\u1032\u101c\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f\u1016\u103c\u100a\u1037\u103a\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1019\u103c\u1030\u101c\u102c\u1000\u102d\u102f \u1006\u103d\u1032\u101a\u1030\u1015\u102b\u104b<\/span><\/p>\n

\u1014\u1031\u102c\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u101c\u1031\u1038\u1011\u1031\u102c\u1004\u1037\u103a\u1015\u102f\u1036\u1005\u1036 \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u1015\u102f\u1036\u1005\u1036\u1014\u103e\u1004\u1037\u103a \u1000\u102d\u102f\u1000\u103a\u100a\u102e\u1015\u102b\u1019\u100a\u103a\u104b<\/span><\/p>\n

\u1011\u102d\u1015\u103a\u1016\u1032\u1000\u103c\u102d\u102f\u1038\u1010\u1005\u103a\u101c\u103b\u103e\u1031\u102c\u1000\u103a DATA \u1000\u102d\u102f\u1014\u103e\u102d\u1015\u103a\u1015\u102b\u104a \u1011\u102d\u102f\u1037\u1014\u1031\u102c\u1000\u103a \u100a\u102c\u1018\u1000\u103a\u1021\u1005\u103d\u1014\u103a\u101b\u103e\u102d \u1012\u1031\u1010\u102c\u1001\u103d\u1032\u1001\u103c\u1019\u103a\u1038\u1005\u102d\u1010\u103a\u1016\u103c\u102c\u1019\u103e\u102f<\/em> \u101b\u103d\u1031\u1038\u1001\u103b\u101a\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u1014\u103e\u102d\u1015\u103a\u1015\u102b\u104b \u1024\u101b\u103d\u1031\u1038\u1001\u103b\u101a\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u1019\u1010\u103d\u1031\u1037\u1015\u102b\u1000\u104a \u1021\u1001\u1019\u1032\u1037 Analysis ToolPak \u1006\u1031\u102c\u1037\u1016\u103a\u101d\u1032\u101c\u103a\u1000\u102d\u102f \u1026\u1038\u1005\u103d\u102c \u1011\u100a\u1037\u103a\u101e\u103d\u1004\u103a\u1038\u101b\u1015\u102b<\/a> \u1019\u100a\u103a\u104b<\/span><\/p>\n

Data Analysis<\/em> \u1000\u102d\u102f\u1014\u103e\u102d\u1015\u103a\u1015\u103c\u102e\u1038\u1010\u102c\u1014\u1032\u1037 Box \u1010\u1005\u103a\u1001\u102f\u1015\u1031\u102b\u103a\u101c\u102c\u1015\u102b\u101c\u102d\u1019\u1037\u103a\u1019\u101a\u103a\u104b Regression<\/em> \u1000\u102d\u102f\u1014\u103e\u102d\u1015\u103a\u1015\u102b\u104a \u1011\u102d\u102f\u1037\u1014\u1031\u102c\u1000\u103a OK \u1000\u102d\u102f<\/em> \u1014\u103e\u102d\u1015\u103a\u1015\u102b\u104b<\/span><\/p>\n

\u1011\u102d\u102f\u1037\u1014\u1031\u102c\u1000\u103a \u1015\u1031\u102b\u103a\u101c\u102c\u101e\u1031\u102c Regression<\/em> box \u1010\u103d\u1004\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1016\u103c\u100a\u1037\u103a\u1015\u102b\u104b \u1011\u102d\u102f\u1037\u1014\u1031\u102c\u1000\u103a OK<\/em> \u1000\u102d\u102f\u1014\u103e\u102d\u1015\u103a\u1015\u102b\u104b<\/span><\/p>\n

\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u101b\u101c\u1012\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f\u1015\u103c\u101e\u101c\u102d\u1019\u1037\u103a\u1019\u100a\u103a-<\/span><\/p>\n

\u1021\u1011\u103d\u1000\u103a\u1010\u103d\u1004\u103a \u1019\u1010\u1030\u100a\u102e\u101e\u1031\u102c \u1014\u1036\u1015\u102b\u1010\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u1013\u102d\u1015\u1039\u1015\u102c\u101a\u103a\u1016\u103d\u1004\u1037\u103a\u1006\u102d\u102f\u1015\u102f\u1036\u1019\u103e\u102c \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n

R Square-<\/strong> \u1006\u102f\u1036\u1038\u1016\u103c\u1010\u103a\u1001\u103c\u1004\u103a\u1038\u104f coefficient \u101f\u102f\u101c\u100a\u103a\u1038\u101e\u102d\u1000\u103c\u1015\u103c\u102e\u1038\u104a<\/em> \u104e\u1004\u103a\u1038\u101e\u100a\u103a \u1000\u103c\u102d\u102f\u1010\u1004\u103a\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c \u1010\u102f\u1036\u1037\u1015\u103c\u1014\u103a\u1019\u103e\u102f\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u101b\u103e\u102d \u1000\u103d\u1032\u101c\u103d\u1032\u1019\u103e\u102f\u1021\u1001\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b \u1024\u1025\u1015\u1019\u102c\u1010\u103d\u1004\u103a\u104a R \u1005\u1010\u102f\u101b\u1014\u103a\u1038\u101e\u100a\u103a 0.9092<\/strong> \u1016\u103c\u1005\u103a\u1015\u103c\u102e\u1038 \u1021\u1005\u102e\u101b\u1004\u103a\u1001\u1036\u1010\u1004\u103a\u1015\u103c\u1011\u102c\u1038\u101e\u1031\u102c \u1015\u103b\u1031\u102c\u103a\u101b\u103d\u103e\u1004\u103a\u1019\u103e\u102f\u1021\u1006\u1004\u1037\u103a\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1000\u103d\u1032\u101c\u103d\u1032\u1019\u103e\u102f 90.92% \u1000\u102d\u102f \u1021\u101c\u102f\u1015\u103a\u1001\u103b\u102d\u1014\u103a\u1014\u102c\u101b\u102e\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a\u1014\u103e\u1004\u1037\u103a ^2 \u1021\u101c\u102f\u1015\u103a\u101c\u102f\u1015\u103a\u101e\u100a\u1037\u103a\u1014\u102c\u101b\u102e\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a\u1016\u103c\u1004\u1037\u103a \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n

\u1005\u1036\u1021\u1019\u103e\u102c\u1038-<\/strong> \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u104f \u1005\u1036\u1021\u1019\u103e\u102c\u1038\u101e\u100a\u103a \u101e\u1010\u102d\u1015\u103c\u102f\u1019\u102d\u101e\u1031\u102c \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u1019\u103b\u1009\u103a\u1038\u1000\u103c\u102c\u1038\u101b\u103e\u102d \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1021\u1000\u103d\u102c\u1021\u101d\u1031\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b \u1024\u1025\u1015\u1019\u102c\u1010\u103d\u1004\u103a\u104a \u101c\u1031\u1037\u101c\u102c\u1010\u103d\u1031\u1037\u101b\u103e\u102d\u1011\u102c\u1038\u101e\u1031\u102c\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u1019\u103b\u1009\u103a\u1038\u1019\u103e \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e \u101a\u1030\u1014\u1005\u103a 9,519<\/strong> \u1016\u103c\u1004\u1037\u103a \u101e\u103d\u1031\u1016\u100a\u103a\u101e\u103d\u102c\u1038\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n

F-statistic<\/strong> :<\/strong> F-statistic \u1000\u102d\u102f regression MS\/residual MS \u1021\u1016\u103c\u1005\u103a \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101e\u100a\u103a\u104b \u1024\u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u101e\u100a\u103a \u1021\u1019\u103e\u102e\u1021\u1001\u102d\u102f\u1000\u1004\u103a\u1038\u101e\u1031\u102c \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1019\u103b\u102c\u1038\u1019\u1015\u102b\u101d\u1004\u103a\u101e\u100a\u1037\u103a \u1019\u1031\u102c\u103a\u1012\u101a\u103a\u1011\u1000\u103a \u1012\u1031\u1010\u102c\u1014\u103e\u1004\u1037\u103a \u1015\u102d\u102f\u1019\u102d\u102f\u1000\u102d\u102f\u1000\u103a\u100a\u102e\u1019\u103e\u102f\u101b\u103e\u102d\u1019\u101b\u103e\u102d\u1000\u102d\u102f \u1016\u1031\u102c\u103a\u1015\u103c\u101e\u100a\u103a\u104b \u1021\u1001\u103c\u1031\u1001\u1036\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a \u104e\u1004\u103a\u1038\u101e\u100a\u103a \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u1015\u102f\u1036\u1005\u1036\u1010\u1005\u103a\u1001\u102f\u101c\u102f\u1036\u1038\u1021\u1010\u103d\u1000\u103a \u1021\u101e\u102f\u1036\u1038\u101d\u1004\u103a\u1019\u103e\u102f\u101b\u103e\u102d\u1019\u101b\u103e\u102d \u1005\u1019\u103a\u1038\u101e\u1015\u103a\u101e\u100a\u103a\u104b \u101a\u1031\u1018\u1030\u101a\u103b\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a \u1019\u1031\u102c\u103a\u1012\u101a\u103a\u101b\u103e\u102d \u1000\u103c\u102d\u102f\u1010\u1004\u103a\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u1021\u101b \u101e\u102d\u101e\u102c\u1011\u1004\u103a\u101b\u103e\u102c\u1038\u1015\u102b\u1000\u104a \u1021\u101c\u102f\u1036\u1038\u1005\u102f\u1036 F \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u101e\u100a\u103a\u101c\u100a\u103a\u1038 \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u1021\u101b \u101e\u102d\u101e\u102c\u1011\u1004\u103a\u101b\u103e\u102c\u1038\u1019\u100a\u103a\u1019\u101f\u102f\u1010\u103a\u1015\u1031\u104b \u1024\u1025\u1015\u1019\u102c\u1010\u103d\u1004\u103a\u104a F \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u101e\u100a\u103a 65.09<\/strong> \u1016\u103c\u1005\u103a\u1015\u103c\u102e\u1038 \u101e\u1000\u103a\u1006\u102d\u102f\u1004\u103a\u101b\u102c p-\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103e\u102c <0.0001 \u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b \u1024 p-value \u101e\u100a\u103a 0.05 \u1011\u1000\u103a\u1014\u100a\u103a\u1038\u101e\u1031\u102c\u1000\u103c\u1031\u102c\u1004\u1037\u103a\u104a regression model \u1010\u1005\u103a\u1001\u102f\u101c\u102f\u1036\u1038\u101e\u100a\u103a \u101e\u102d\u101e\u102c\u1011\u1004\u103a\u101b\u103e\u102c\u1038\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n

Regression coefficients-<\/strong> \u1014\u1031\u102c\u1000\u103a\u1006\u102f\u1036\u1038\u1007\u101a\u102c\u1038\u101b\u103e\u102d regression coefficients \u101e\u100a\u103a \u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103c\u1031\u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u100a\u102e\u1019\u103b\u103e\u1001\u103c\u1004\u103a\u1038\u1000\u102d\u102f\u101b\u1031\u1038\u101b\u1014\u103a \u101c\u102d\u102f\u1021\u1015\u103a\u101e\u1031\u102c\u1014\u1036\u1015\u102b\u1010\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f\u1015\u1031\u1038\u101e\u100a\u103a-<\/span><\/p>\n

y hat<\/sub> = b 0<\/sub> + b 1<\/sub> x 1<\/sub> + b 2<\/sub> x 1<\/sub> 2<\/sup><\/strong><\/span><\/p>\n

\u1024\u1025\u1015\u1019\u102c\u1010\u103d\u1004\u103a\u104a \u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103c\u1031\u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u100a\u102e\u1019\u103b\u103e\u1001\u103c\u1004\u103a\u1038\u1019\u103e\u102c-<\/span><\/p>\n

\u1000\u103c\u1031\u1004\u103c\u102c\u1011\u102c\u1038\u101e\u1031\u102c \u1015\u103b\u1031\u102c\u103a\u101b\u103d\u103e\u1004\u103a\u1019\u103e\u102f\u1021\u1006\u1004\u1037\u103a = -30.252 + 7.173 (Hours worked) -0.106 (Hours worked) 2<\/sup><\/strong><\/span><\/p>\n

\u1021\u101c\u102f\u1015\u103a\u1001\u103b\u102d\u1014\u103a\u1015\u1031\u102b\u103a\u1019\u1030\u1010\u100a\u103a\u104d \u101c\u1030\u1010\u1005\u103a\u1026\u1038\u1001\u103b\u1004\u103a\u1038\u1005\u102e\u104f \u1019\u103b\u103e\u1031\u102c\u103a\u101c\u1004\u1037\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1015\u103b\u1031\u102c\u103a\u101b\u103d\u103e\u1004\u103a\u1019\u103e\u102f\u1021\u1006\u1004\u1037\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a \u1024\u100a\u102e\u1019\u103b\u103e\u1001\u103c\u1004\u103a\u1038\u1021\u102c\u1038 \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b \u1025\u1015\u1019\u102c\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a \u1010\u1005\u103a\u1015\u1010\u103a\u101c\u103b\u103e\u1004\u103a \u1014\u102c\u101b\u102e 30 \u1021\u101c\u102f\u1015\u103a\u101c\u102f\u1015\u103a\u101e\u1030\u104f \u1019\u103b\u103e\u1031\u102c\u103a\u101c\u1004\u1037\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1015\u103b\u1031\u102c\u103a\u101b\u103d\u103e\u1004\u103a\u1019\u103e\u102f\u1021\u1006\u1004\u1037\u103a\u1019\u103e\u102c-<\/span><\/p>\n

\u1021\u1005\u102e\u101b\u1004\u103a\u1001\u1036\u1011\u102c\u1038\u101e\u1031\u102c \u1015\u103b\u1031\u102c\u103a\u101b\u103d\u103e\u1004\u103a\u1019\u103e\u102f\u1021\u1006\u1004\u1037\u103a = -30.252 + 7.173(30) -0.106(30) 2<\/sup> = 88.649<\/strong> \u104b<\/span><\/p>\n

\u1011\u1015\u103a\u101c\u1031\u102c\u1004\u103a\u1038\u1021\u101b\u1004\u103a\u1038\u1021\u1019\u103c\u1005\u103a\u1019\u103b\u102c\u1038<\/strong><\/h2>\n

Excel \u1010\u103d\u1004\u103a Quadratic Trend Line \u1010\u1005\u103a\u1001\u102f\u1011\u100a\u1037\u103a\u1014\u100a\u103a\u1038<\/a>
Regression Table \u1000\u102d\u102f \u1018\u101a\u103a\u101c\u102d\u102f\u1016\u1010\u103a\u1015\u103c\u102e\u1038 \u1021\u1013\u102d\u1015\u102b\u101a\u103a\u101b\u1019\u101c\u1032<\/a><\/strong>
\u1000\u1031\u102c\u1004\u103a\u1038\u101e\u1031\u102c R-squared \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1006\u102d\u102f\u101e\u100a\u103a\u1019\u103e\u102c \u1021\u1018\u101a\u103a\u1014\u100a\u103a\u1038\u104b<\/a>
Regression \u104f Standard Error \u1000\u102d\u102f \u1014\u102c\u1038\u101c\u100a\u103a\u1001\u103c\u1004\u103a\u1038\u104b<\/a>
\u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u1010\u103d\u1004\u103a \u101a\u1031\u1018\u102f\u101a\u103b\u101e\u102d\u101e\u102c\u1011\u1004\u103a\u101b\u103e\u102c\u1038\u101e\u100a\u1037\u103a F-Test \u1000\u102d\u102f \u1014\u102c\u1038\u101c\u100a\u103a\u101b\u1014\u103a \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u1031\u102c\u101c\u1019\u103a\u1038\u100a\u103d\u103e\u1014\u103a<\/a><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"

Regression \u101e\u100a\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u1010\u1005\u103a\u1001\u102f \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1010\u1005\u103a\u1001\u102f\u1011\u1000\u103a\u1015\u102d\u102f\u101e\u1031\u102c \u1000\u103c\u102d\u102f\u1010\u1004\u103a\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a \u1010\u102f\u1036\u1037\u1015\u103c\u1014\u103a\u1019\u103e\u102f\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u1021\u1000\u103c\u102c\u1038 \u1006\u1000\u103a\u1014\u103d\u101a\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u101b\u1014\u103a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u1037\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u1014\u100a\u103a\u1038\u1015\u100a\u102c\u1010\u1005\u103a\u1001\u102f\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b \u1021\u1016\u103c\u1005\u103a\u1021\u1019\u103b\u102c\u1038\u1006\u102f\u1036\u1038 regression \u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1019\u103e\u102c linear regression \u1016\u103c\u1005\u103a\u1015\u103c\u102e\u1038\u104a \u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u101e\u1030 variable \u1014\u103e\u1004\u1037\u103a response variable \u101e\u100a\u103a linear \u1016\u103c\u1005\u103a\u101e\u1031\u102c\u1021\u1001\u102b\u1010\u103d\u1004\u103a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u1031\u102c \u1006\u1000\u103a\u1005\u1015\u103a\u1019\u103e\u102f\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b \u1010\u1005\u103a\u1014\u100a\u103a\u1038\u1006\u102d\u102f\u101b\u101e\u1031\u102c\u103a \u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u101e\u1030 variable \u1010\u102d\u102f\u1038\u101c\u102c\u101e\u1031\u102c\u1021\u1001\u102b\u1010\u103d\u1004\u103a \u1010\u102f\u1036\u1037\u1015\u103c\u1014\u103a\u1019\u103e\u102f variable \u101e\u100a\u103a\u101c\u100a\u103a\u1038 \u1010\u102d\u102f\u1038\u101c\u102c\u101e\u100a\u103a\u104b \u1025\u1015\u1019\u102c\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a \u101c\u1031\u1037\u101c\u102c\u1001\u1032\u1037\u101e\u100a\u1037\u103a \u1014\u102c\u101b\u102e\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a (\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1000\u102d\u1014\u103a\u1038\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c) \u1014\u103e\u1004\u1037\u103a \u1005\u102c\u1019\u1031\u1038\u1015\u103d\u1032\u1010\u103d\u1004\u103a 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