回归分析(例题数据)

1、分行编号不良贷款（亿元）各项贷款余额（亿元）本年累计应收贷款（亿元）贷款项目个数（个）10.967.36.8521.1111319.81634.8173.07.71743.280.87.21057.8199.716.51962.716.22.2171.6107.410.717812.5185.427.11891.096.11.710102.672.89.114110.364.22.111124.0132.211.223130.85&66.014143.5174.612.7261510.2263.515.634163.079.38.915170.214.80.62180.473.55.91119

2、1.024.75.04206.8139.47.2282111.6368.216.832221.695.73.810231.2109.610.314247.2196.215.816253.2102.212.010本年固定资产投资额（亿元）51.990.9SUMMARY73.7OUTPUT14.563.2回归统计2.2MultipieR0.84357120.2RSquare0.71161343.8AdjustedRSquare0.69907455.9标准误差1.97994864.3观测值2542.776.7方差分析22.8dfssMSF117.1回归分析1222.486222.48656.7538

3、4146.7残差2390.164423.92019229.9总计24312.650442.125.3Coefficients标准误差tStatP-value13.4InterceptX-0.829520.723043-1.147260.263068Variable0.0378950.005037.5335151.18E-0764.31163.944.567.9RESIDUAL39.7OUTPUT97.1观测值预测Y残差标准残差11.720793-0.82079-0.4234723.38816-2.28816-1.1805235.726264-0.92626-0.4778842.2323720.

4、9676280.49922556.7380521.0619480.5478876-0.215632.9156261.50425789101112131415161718192021222324253.2403716.1961582.8121611.92921460332180161.39110978689590.268681.955740.1064794.45300213.123312.7970033.3237396.6054213.043318-1.640376.303842-1.812160.670786-1.30332-0.18016-0.59111-2.286

5、91.0442650.824470.468679-1.555740.8935212.346998-1.52331-1.197-2.123740.5945790.156682-0.84631252321-0.934940.346076-0.67242-0.09295-0.30497-1.179870.5387640.4253660.241804-0.802650.4609921.210879-0.78592-0.61757-1.095690.3067590.080836XVariable1ResidualPlotXVariable1LineFitSignificanceF1.18E-074廻2-0-0.-2-4-14.012.010.08.06.04.02.00.0-2.0ormalProl302040SamplLower95%Upper下限上限95%95.0%95.0%-2.325250.666208-2.325250.6662080.0274890.04830.0274890.0483PROBABILITYOUTPUT百分比排位20.260.3100.4140.8180.9221261301.1341.2381.6421.6462.6502.7543583.2