Multiple Regression Analysis The Result of Multiple Regresion Testing

56 Figure 4.3 Source : Secondary Data Output From SPSS 21 From figure 4.3 shown that there is no clear pattern, as well as the dots spread above and below zero 0 on the Y axis. So it can be concluded that there is no heterocedastisity.

2. The Result of Multiple Regresion Testing

a. Multiple Regression Analysis

This research will show to us about the effect of independent variables Original Local Government Revenues PAD, Geneal Allocation Funds DAU, and Special Allocation Funds DAK on the dependent 57 variable, Local Government Expenditure BD. Here is the result of multiple regression analysis : Table 4.7 Regression Analysis Source : Secondary DataOutput From SPSS 21 From table 4.7 above stated that the council Original Local Government Revenue PAD, General Allocation Funds DAU, Special Allocation Fund DAK positively influences the Local Government Expenditure BD. Based on the table, it can be seen the relationship among Original Local Government Revenues PAD, General Allocation Funds DAU, Special Allocation Fund DAK to Local Government Expenditures BD. BD = 9.595 + 0.432 PAD + 0.57 DAU + 0.241 DAK + Ԑ From the multiple linear regression equation above, it can be explained for each variable as follows: Coefficients a Model Unstandardized Coefficients B Std. Error 1 Constant 9.595 1.369 LNPAD .432 .035 LNDAU .057 .064 LNDAK .241 .046 a. Dependent Variable: LNBD 58 a. Constant at 9.595 units stated that if there is no influence or change in X1, X2 and X3 PAD, DAU and DAK then the value of BD Local Government Expenditure Budget will be 9.595 b. Regression coefficient of variable X1 PAD marked positive +0.432 it shows that the influence of PAD on the Local Government Expenditure BD budget is a positive or parallel, meaning that if the value of the variable PAD change up or down by one point, then the value of Local Government Expenditure BD budget would up or down by +0.432 assuming variables X2 and X3 remain or unchanged. c. Regression coefficient of variable X2 DAU marked positive +0.57 it shows that the influence of DAU on the Local Government Expenditure BD budget is a positive or parallel, meaning that if the value of the variable DAU change up or down by one point, then the value of Local Government Expenditure BD budget would up or down by +0.57 assuming variables X1 and X3 remain or unchanged. d. Regression coefficient of variable X3 DAK marked positive +0.241 it shows that the influence of DAK on the Local Government Expenditure BD budget is a positive or parallel, meaning that if the value of the variable DAK change up or down by one point, then the value of Local Government Expenditure BD budget would up 59 or down by +0.241 assuming variables X1 and X2 remain or unchanged.

b. Coefficient of Determination

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