Model | Unstandardized coefficients | Standardized coeeficients | T | Sig | Multicollinearity | |||
B | Std |
|
| B | ||||
1 | (Constant) | −0.369 | 0.214 |
| −1.730 | 0.086 |
|
|
a1 | 0.091 | 0.041 | 0.107 | 2.233 | 0.027 | 0.400 | 2.497 | |
a2 | 0.107 | 0.040 | 0.118 | 2.687 | 0.008 | 0.477 | 2.097 | |
a3 | 0.160 | 0.053 | 0.171 | 3.003 | 0.003 | 0.283 | 3.536 | |
a4 | −0.130 | 0.049 | −0.137 | −2.648 | 0.009 | 0.344 | 2.910 | |
a5 | 0.039 | 0.045 | 0.040 | 0.857 | 0.393 | 0.421 | 2.378 | |
a6 | 0.078 | 0.041 | 0.082 | 1.909 | 0.058 | 0.495 | 2.018 | |
a7 | 0.083 | 0.051 | 0.087 | 1.648 | 0.101 | 0.328 | 3.053 | |
a8 | 0.111 | 0.049 | 0.111 | 2.283 | 0.024 | 0.384 | 2.603 | |
a9 | 0.016 | 0.044 | 0.017 | 0.371 | 0.711 | 0.423 | 2.366 | |
a10 | 0.089 | 0.043 | 0.096 | 2.070 | 0.040 | 0.424 | 2.359 | |
a11 | 0.031 | 0.044 | 0.030 | 0.704 | 0.483 | 0.505 | 1.979 | |
a12 | 0.004 | 0.043 | 0.004 | 0.090 | 0.928 | 0.436 | 2.292 | |
a13 | 0.054 | 0.056 | 0.047 | 0.959 | 0.339 | 0.373 | 2.683 | |
a14 | 0.039 | 0.046 | 0.039 | 0.844 | 0.400 | 0.421 | 2.374 | |
a15 | −0.021 | 0.047 | −0.024 | −0.450 | 0.654 | 0.323 | 3.093 | |
a16 | 0.363 | 0.040 | 0.424 | 8.965 | 0.000 | 0.408 | 2.448 |