What is the most important predictor in terms of contribution to the dependent variable? 2. Which of the following is not a significant predictor at 5%? 3. Which of the following is the best predictor?

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1. What is the most important predictor in terms of contribution to the dependent variable? 2. Which of the following is not a significant predictor at 5%? 3. Which of the following is the best predictor?
A survey of 450 upland farmers was done in order to determine their level of adoption (scale of 1-10) of
sloping agricultural land technology (SALT) and the influence of socio-demographic variables. The Table below
shows the resuit of the Multiple Linear Regression Analysis conducted.
Predictors
в
S.E.
t
p-value
(Constant)
-120.477
23.622
-5.100
0.000
Age (Years)
-3.323
0.526
0.275
6.318
0.001
Education (Years)
0.445
0.100
0.191
4.455
0.023
Household Size
9.377
1.447
0.276
6.481
0.034
Farm Size (Hectares)
-8.512
1.641
-0.216
-5.187
0.011
Monthly Income (Pesos)
0.928
0.231
0.171
4.024
0.097
Trainings (No. Attended)
4.133
1.667
0.105
2.479
0.014
Land Ownership
9.651
4.443
0.091
2.172
0.173
Farming Experience (Years)
-5.636
2.996
-0.196
-3.884
0.000
Dependent Variable: Level of Adoption of SALT (1 – 10 rating scale)
Transcribed Image Text:A survey of 450 upland farmers was done in order to determine their level of adoption (scale of 1-10) of sloping agricultural land technology (SALT) and the influence of socio-demographic variables. The Table below shows the resuit of the Multiple Linear Regression Analysis conducted. Predictors в S.E. t p-value (Constant) -120.477 23.622 -5.100 0.000 Age (Years) -3.323 0.526 0.275 6.318 0.001 Education (Years) 0.445 0.100 0.191 4.455 0.023 Household Size 9.377 1.447 0.276 6.481 0.034 Farm Size (Hectares) -8.512 1.641 -0.216 -5.187 0.011 Monthly Income (Pesos) 0.928 0.231 0.171 4.024 0.097 Trainings (No. Attended) 4.133 1.667 0.105 2.479 0.014 Land Ownership 9.651 4.443 0.091 2.172 0.173 Farming Experience (Years) -5.636 2.996 -0.196 -3.884 0.000 Dependent Variable: Level of Adoption of SALT (1 – 10 rating scale)
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