Parameter estimates of the QUAIDS model
| Independent variables | Dependent variables | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| w1 | w2 | w3 | w4 | w5 | w6 | w7 | w8 | w9 | w10 | w11 | w12 | w13 | w14 | |
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) | (15) |
| Alpha-i (constants) | −0.320*** | 0.019*** | 0.030*** | 0.156*** | 0.150*** | 0.015*** | 0.230*** | 0.010 | −0.030*** | 0.180*** | 0.002 | 0.025*** | 0.017*** | 0.518*** |
| Beta-i (ln x/p) | −0.012** | 0.004*** | 0.006*** | 0.004 | 0.011*** | −0.008*** | 0.049*** | −0.005 | −0.017*** | 0.004 | −0.003* | 0.001 | −0.005*** | −0.031*** |
| Gamma-ij | ||||||||||||||
| ln p1 | 0.110*** | 0.002*** | −0.003*** | −0.021*** | −0.005*** | 0.001* | −0.022*** | 0.006*** | 0.008*** | −0.021*** | 0.006*** | 0.001** | −0.006*** | −0.057*** |
| ln p2 | −0.006*** | 0.000 | 0.000* | 0.001** | −0.001*** | 0.000** | 0.003*** | 0.001*** | −0.004*** | 0.003*** | 0.000 | 0.000 | 0.001*** | |
| ln p3 | 0.000 | 0.001*** | 0.000 | −0.001*** | 0.000 | 0.003*** | −0.001*** | −0.002*** | 0.000 | 0.000* | 0.000 | 0.002*** | ||
| ln p4 | −0.006*** | 0.000 | −0.001* | −0.004*** | 0.006*** | 0.002*** | 0.003*** | −0.001*** | −0.002*** | 0.000* | 0.024*** | |||
| ln p5 | −0.006*** | −0.004*** | 0.001* | −0.001 | 0.000 | 0.002*** | −0.001*** | 0.001** | 0.000 | 0.012*** | ||||
| ln p6 | 0.002*** | −0.003*** | 0.001*** | 0.002*** | 0.002*** | 0.001*** | −0.001*** | 0.003*** | −0.002*** | |||||
| ln p7 | 0.018*** | −0.002*** | −0.002*** | 0.003*** | −0.001*** | −0.002*** | −0.002*** | 0.014*** | ||||||
| ln p8 | −0.015*** | −0.004*** | 0.004*** | −0.003*** | 0.000 | −0.001*** | 0.004*** | |||||||
| ln p9 | −0.012*** | 0.003*** | 0.001 | 0.003*** | 0.001*** | −0.004*** | ||||||||
| ln p10 | −0.012*** | 0.002*** | 0.000 | 0.002*** | 0.017*** | |||||||||
| ln p11 | −0.006*** | 0.000 | 0.001*** | −0.001** | ||||||||||
| ln p12 | −0.001*** | 0.001*** | −0.001 | |||||||||||
| ln p13 | 0.003*** | 0.000* | ||||||||||||
| ln p14 | −0.008*** | |||||||||||||
| Lambda-i ((ln x/p)ˆ2) | 0.008*** | 0.001*** | 0.001*** | 0.000 | −0.001** | −0.001*** | 0.003*** | 0.002*** | −0.001*** | −0.002*** | 0.001*** | 0.001*** | 0.000* | −0.011*** |
| Eta-i | ||||||||||||||
| D1 | −0.001** | 0.000*** | 0.000 | 0.001*** | 0.001*** | 0.000*** | 0.001*** | 0.001*** | 0.000 | 0.001*** | 0.000 | 0.001*** | 0.000*** | −0.005*** |
| D2 | −0.008*** | 0.000*** | 0.000*** | −0.001*** | 0.000** | 0.000*** | 0.002*** | −0.001*** | 0.000 | 0.001*** | 0.000*** | 0.000*** | 0.000** | 0.008*** |
| D3 | 0.005*** | 0.000 | 0.000*** | 0.001*** | 0.000** | 0.000*** | −0.008*** | 0.001*** | 0.000*** | 0.000 | 0.001*** | 0.001*** | 0.000*** | −0.001** |
| D4 | 0.001** | 0.000 | 0.000 | 0.000** | −0.001*** | 0.000*** | −0.002*** | 0.001*** | 0.000*** | −0.001*** | 0.000** | 0.001*** | 0.000*** | 0.001** |
| D5 | −0.004*** | 0.000*** | 0.000*** | −0.002*** | 0.000 | 0.000 | 0.001*** | −0.002*** | 0.000*** | 0.000 | −0.001*** | −0.001*** | 0.000*** | 0.011*** |
| D6 | 0.003*** | 0.000*** | 0.000 | −0.004*** | −0.002*** | −0.001*** | −0.001*** | 0.001*** | 0.001*** | −0.001*** | 0.001*** | 0.000** | 0.000*** | 0.002*** |
| D7 | 0.008*** | 0.000*** | 0.000** | −0.004*** | −0.003*** | 0.000*** | −0.002*** | 0.005*** | 0.003*** | −0.003*** | 0.002*** | 0.002*** | 0.001*** | −0.009*** |
| Rho | Rho 1 = −0.186*** | Rho 2 = −0.048*** | Rho 3 = 0.001 | Rho 4 = −0.055*** | Rho 5 = −0.027* | Rho 6 = 0.049*** | Rho 7 = 0.195*** | |||||||
| Independent variables | Dependent variables | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| w1 | w2 | w3 | w4 | w5 | w6 | w7 | w8 | w9 | w10 | w11 | w12 | w13 | w14 | |
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) | (15) |
| Alpha- | −0.320*** | 0.019*** | 0.030*** | 0.156*** | 0.150*** | 0.015*** | 0.230*** | 0.010 | −0.030*** | 0.180*** | 0.002 | 0.025*** | 0.017*** | 0.518*** |
| Beta- | −0.012** | 0.004*** | 0.006*** | 0.004 | 0.011*** | −0.008*** | 0.049*** | −0.005 | −0.017*** | 0.004 | −0.003* | 0.001 | −0.005*** | −0.031*** |
| ln p1 | 0.110*** | 0.002*** | −0.003*** | −0.021*** | −0.005*** | 0.001* | −0.022*** | 0.006*** | 0.008*** | −0.021*** | 0.006*** | 0.001** | −0.006*** | −0.057*** |
| ln p2 | −0.006*** | 0.000 | 0.000* | 0.001** | −0.001*** | 0.000** | 0.003*** | 0.001*** | −0.004*** | 0.003*** | 0.000 | 0.000 | 0.001*** | |
| ln p3 | 0.000 | 0.001*** | 0.000 | −0.001*** | 0.000 | 0.003*** | −0.001*** | −0.002*** | 0.000 | 0.000* | 0.000 | 0.002*** | ||
| ln p4 | −0.006*** | 0.000 | −0.001* | −0.004*** | 0.006*** | 0.002*** | 0.003*** | −0.001*** | −0.002*** | 0.000* | 0.024*** | |||
| ln p5 | −0.006*** | −0.004*** | 0.001* | −0.001 | 0.000 | 0.002*** | −0.001*** | 0.001** | 0.000 | 0.012*** | ||||
| ln p6 | 0.002*** | −0.003*** | 0.001*** | 0.002*** | 0.002*** | 0.001*** | −0.001*** | 0.003*** | −0.002*** | |||||
| ln p7 | 0.018*** | −0.002*** | −0.002*** | 0.003*** | −0.001*** | −0.002*** | −0.002*** | 0.014*** | ||||||
| ln p8 | −0.015*** | −0.004*** | 0.004*** | −0.003*** | 0.000 | −0.001*** | 0.004*** | |||||||
| ln p9 | −0.012*** | 0.003*** | 0.001 | 0.003*** | 0.001*** | −0.004*** | ||||||||
| ln p10 | −0.012*** | 0.002*** | 0.000 | 0.002*** | 0.017*** | |||||||||
| ln p11 | −0.006*** | 0.000 | 0.001*** | −0.001** | ||||||||||
| ln p12 | −0.001*** | 0.001*** | −0.001 | |||||||||||
| ln p13 | 0.003*** | 0.000* | ||||||||||||
| ln p14 | −0.008*** | |||||||||||||
| Lambda- | 0.008*** | 0.001*** | 0.001*** | 0.000 | −0.001** | −0.001*** | 0.003*** | 0.002*** | −0.001*** | −0.002*** | 0.001*** | 0.001*** | 0.000* | −0.011*** |
| D1 | −0.001** | 0.000*** | 0.000 | 0.001*** | 0.001*** | 0.000*** | 0.001*** | 0.001*** | 0.000 | 0.001*** | 0.000 | 0.001*** | 0.000*** | −0.005*** |
| D2 | −0.008*** | 0.000*** | 0.000*** | −0.001*** | 0.000** | 0.000*** | 0.002*** | −0.001*** | 0.000 | 0.001*** | 0.000*** | 0.000*** | 0.000** | 0.008*** |
| D3 | 0.005*** | 0.000 | 0.000*** | 0.001*** | 0.000** | 0.000*** | −0.008*** | 0.001*** | 0.000*** | 0.000 | 0.001*** | 0.001*** | 0.000*** | −0.001** |
| D4 | 0.001** | 0.000 | 0.000 | 0.000** | −0.001*** | 0.000*** | −0.002*** | 0.001*** | 0.000*** | −0.001*** | 0.000** | 0.001*** | 0.000*** | 0.001** |
| D5 | −0.004*** | 0.000*** | 0.000*** | −0.002*** | 0.000 | 0.000 | 0.001*** | −0.002*** | 0.000*** | 0.000 | −0.001*** | −0.001*** | 0.000*** | 0.011*** |
| D6 | 0.003*** | 0.000*** | 0.000 | −0.004*** | −0.002*** | −0.001*** | −0.001*** | 0.001*** | 0.001*** | −0.001*** | 0.001*** | 0.000** | 0.000*** | 0.002*** |
| D7 | 0.008*** | 0.000*** | 0.000** | −0.004*** | −0.003*** | 0.000*** | −0.002*** | 0.005*** | 0.003*** | −0.003*** | 0.002*** | 0.002*** | 0.001*** | −0.009*** |
| Rho | Rho 1 = −0.186*** | Rho 2 = −0.048*** | Rho 3 = 0.001 | Rho 4 = −0.055*** | Rho 5 = −0.027* | Rho 6 = 0.049*** | Rho 7 = 0.195*** | |||||||
Note(s): *** significant at 1% ** significant at 5% * significant at 10%The empty cells are not stated because of the symmetry constraintSource(s): Author's calculations
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