Descriptive statistical result
| Difference-in-difference model | Multiple linear regression model | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Variables | Mean | SD | p25 | p50 | p75 | n | Variables | Mean | SD | p25 | p50 | p75 | n |
| Patents | 2.524 | 1.803 | 1.098 | 2.708 | 3.806 | 3,567 | Patents | 3.227 | 1.809 | 1.946 | 3.401 | 4.344 | 933 |
| SO | 0.512 | 0.500 | 0 | 1 | 1 | 3,567 | Delta(106) | 0.560 | 0.689 | 0.144 | 0.330 | 0.712 | 933 |
| Post | 0.492 | 0.500 | 0 | 0 | 1 | 3,567 | Vega(106) | 0.263 | 0.345 | 0.075 | 0.163 | 0.309 | 933 |
| R&D | 0.047 | 0.070 | 0 | 0.031 | 0.057 | 3,567 | R&D | 0.067 | 0.095 | 0.011 | 0.041 | 0.079 | 933 |
| Dual | 0.331 | 0.471 | 0 | 0 | 1 | 3,567 | Dual | 0.375 | 0.484 | 0 | 0 | 1 | 933 |
| Cash | 0.210 | 0.168 | 0.090 | 0.158 | 0.230 | 3,567 | Cash | 0.194 | 0.143 | 0.091 | 0.152 | 0.252 | 933 |
| Roe | 0.093 | 0.095 | 0.050 | 0.089 | 0.137 | 3,567 | Roe | 0.104 | 0.087 | 0.061 | 0.102 | 0.147 | 933 |
| Grow | 0.736 | 0.677 | 0.313 | 0.512 | 0.890 | 3,567 | Grow | 0.749 | 0.811 | 0.300 | 0.492 | 0.807 | 933 |
| Size | 21.768 | 1.200 | 20.921 | 21.624 | 22.471 | 3,567 | Size | 22.171 | 1.241 | 21.300 | 21.953 | 22.841 | 933 |
| Tech | 0.539 | 0.499 | 0 | 1 | 1 | 3,567 | Tech | 0.517 | 0.500 | 0 | 1 | 1 | 933 |
| Difference-in-difference model | Multiple linear regression model | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Variables | Mean | SD | p25 | p50 | p75 | Variables | Mean | SD | p25 | p50 | p75 | ||
| 2.524 | 1.803 | 1.098 | 2.708 | 3.806 | 3,567 | Patents | 3.227 | 1.809 | 1.946 | 3.401 | 4.344 | 933 | |
| 0.512 | 0.500 | 0 | 1 | 1 | 3,567 | Delta(106) | 0.560 | 0.689 | 0.144 | 0.330 | 0.712 | 933 | |
| 0.492 | 0.500 | 0 | 0 | 1 | 3,567 | Vega(106) | 0.263 | 0.345 | 0.075 | 0.163 | 0.309 | 933 | |
| 0.047 | 0.070 | 0 | 0.031 | 0.057 | 3,567 | R&D | 0.067 | 0.095 | 0.011 | 0.041 | 0.079 | 933 | |
| 0.331 | 0.471 | 0 | 0 | 1 | 3,567 | Dual | 0.375 | 0.484 | 0 | 0 | 1 | 933 | |
| 0.210 | 0.168 | 0.090 | 0.158 | 0.230 | 3,567 | Cash | 0.194 | 0.143 | 0.091 | 0.152 | 0.252 | 933 | |
| 0.093 | 0.095 | 0.050 | 0.089 | 0.137 | 3,567 | Roe | 0.104 | 0.087 | 0.061 | 0.102 | 0.147 | 933 | |
| 0.736 | 0.677 | 0.313 | 0.512 | 0.890 | 3,567 | Grow | 0.749 | 0.811 | 0.300 | 0.492 | 0.807 | 933 | |
| 21.768 | 1.200 | 20.921 | 21.624 | 22.471 | 3,567 | Size | 22.171 | 1.241 | 21.300 | 21.953 | 22.841 | 933 | |
| 0.539 | 0.499 | 0 | 1 | 1 | 3,567 | Tech | 0.517 | 0.500 | 0 | 1 | 1 | 933 | |
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