House Price Prediction Model of Zhaoqing City Based on Correlation Analysis and Multiple Linear Regression Analysis

Table 5

Multiple regression analysis of between house prices and influencing factors from 2010 to 2018.

Regression statistics
Multiple			0.997527
Square			0.99506
Adjusted Square			0.986827
Standard error			118.1515
Observed Value			9
Variance analysis
	df	SS	MS	Significance
Regression analysis	5	8435879	1687176	0.001174
Residual error	3	41879.33	13959.78
Total	8	8477758
Regression parameter
	Coefficients	Standard error	Stat	value
Intercept	-6407.34	15908.11	-0.40277	0.7141
variable 1	77.47594	27.49129	2.8182	0.066838
variable 2	0.095128	0.028803	3.302685	0.045641
variable 3	26.98588	70.52192	0.382659	0.727474
variable 4	6.88899	2.611939	2.6375	0.077823
variable 5	-0.43757	0.401007	-1.09118	0.35499