Descriptive statistics
| Variables | Mean | Std | Min | Median | Max | N |
|---|---|---|---|---|---|---|
| Panel A: All companies | ||||||
| S | 6.132 | 8.433 | 0.000 | 2.807 | 96.149 | 137,649 |
| Sigma | 2.241 | 9.566 | 0.000 | 1.293 | 726.221 | 137,649 |
| ILLQ | −7.442 | 2.253 | −11.422 | −7.959 | 0.000 | 137,519 |
| HL | 2.762 | 1.869 | 0.000 | 2.255 | 21.466 | 137,647 |
| DV | 1.583 | 1.030 | 0.000 | 1.708 | 5.217 | 137,653 |
| DVP | 0.064 | 0.070 | 0.000 | 0.043 | 0.751 | 137,519 |
| Turnover | 0.007 | 0.012 | 0.000 | 0.003 | 0.279 | 137,653 |
| Retp | 0.782 | 1.497 | 0.000 | 0.000 | 10.000 | 137,653 |
| Retn | −0.785 | 1.396 | −10.000 | 0.000 | 0.000 | 137,653 |
| DR | 0.447 | 0.194 | 0.000 | 0.440 | 0.977 | 137,653 |
| MI | 3.999 | 0.022 | 3.930 | 3.998 | 4.048 | 137,653 |
| Size | 4.246 | 0.587 | 0.000 | 4.189 | 6.699 | 137,653 |
| Panel B: Financial industry | ||||||
| S | 4.132 | 5.285 | 0.000 | 2.274 | 58.898 | 8,811 |
| Sigma | 1.360 | 7.769 | 0.000 | 0.753 | 474.663 | 8,811 |
| ILLQ | −7.862 | 2.926 | −11.244 | −8.918 | 0.000 | 8,810 |
| HL | 1.642 | 1.075 | 0.000 | 1.385 | 11.786 | 8,810 |
| DV | 1.851 | 1.023 | 0.000 | 2.068 | 4.459 | 8,814 |
| DVP | 0.023 | 0.025 | 0.000 | 0.016 | 0.320 | 8,810 |
| Panel C: Electronics industry | ||||||
| S | 6.518 | 8.976 | 0.000 | 2.753 | 96.149 | 77,696 |
| Sigma | 2.471 | 10.385 | 0.000 | 1.454 | 726.221 | 77,696 |
| ILLQ | −7.485 | 2.175 | −11.422 | 0.000 | −7.972 | 77,573 |
| HL | 3.003 | 1.957 | 0.000 | 2.484 | 21.466 | 77,696 |
| DV | 1.685 | 1.055 | 0.000 | 1.839 | 5.217 | 77,696 |
| DVP | 0.074 | 0.074 | 0.000 | 0.054 | 0.737 | 77,573 |
| Panel D: Other industries | ||||||
| S | 5.915 | 7.987 | 0.000 | 3.028 | 90.410 | 51,142 |
| Sigma | 2.048 | 8.501 | 0.000 | 1.193 | 562.437 | 51,142 |
| ILLQ | −7.316 | 2.221 | −10.306 | −7.861 | 0.000 | 51,136 |
| HL | 2.594 | 1.749 | 0.000 | 2.116 | 18.813 | 51,141 |
| DV | 1.395 | 0.950 | 0.000 | 1.491 | 4.361 | 51,143 |
| DVP | 0.057 | 0.066 | 0.000 | 0.035 | 0.751 | 51,136 |
| Variables | Mean | Std | Min | Median | Max | |
|---|---|---|---|---|---|---|
| 6.132 | 8.433 | 0.000 | 2.807 | 96.149 | 137,649 | |
| 2.241 | 9.566 | 0.000 | 1.293 | 726.221 | 137,649 | |
| −7.442 | 2.253 | −11.422 | −7.959 | 0.000 | 137,519 | |
| 2.762 | 1.869 | 0.000 | 2.255 | 21.466 | 137,647 | |
| 1.583 | 1.030 | 0.000 | 1.708 | 5.217 | 137,653 | |
| 0.064 | 0.070 | 0.000 | 0.043 | 0.751 | 137,519 | |
| 0.007 | 0.012 | 0.000 | 0.003 | 0.279 | 137,653 | |
| 0.782 | 1.497 | 0.000 | 0.000 | 10.000 | 137,653 | |
| −0.785 | 1.396 | −10.000 | 0.000 | 0.000 | 137,653 | |
| 0.447 | 0.194 | 0.000 | 0.440 | 0.977 | 137,653 | |
| 3.999 | 0.022 | 3.930 | 3.998 | 4.048 | 137,653 | |
| 4.246 | 0.587 | 0.000 | 4.189 | 6.699 | 137,653 | |
| 4.132 | 5.285 | 0.000 | 2.274 | 58.898 | 8,811 | |
| 1.360 | 7.769 | 0.000 | 0.753 | 474.663 | 8,811 | |
| −7.862 | 2.926 | −11.244 | −8.918 | 0.000 | 8,810 | |
| 1.642 | 1.075 | 0.000 | 1.385 | 11.786 | 8,810 | |
| 1.851 | 1.023 | 0.000 | 2.068 | 4.459 | 8,814 | |
| 0.023 | 0.025 | 0.000 | 0.016 | 0.320 | 8,810 | |
| 6.518 | 8.976 | 0.000 | 2.753 | 96.149 | 77,696 | |
| 2.471 | 10.385 | 0.000 | 1.454 | 726.221 | 77,696 | |
| −7.485 | 2.175 | −11.422 | 0.000 | −7.972 | 77,573 | |
| 3.003 | 1.957 | 0.000 | 2.484 | 21.466 | 77,696 | |
| 1.685 | 1.055 | 0.000 | 1.839 | 5.217 | 77,696 | |
| 0.074 | 0.074 | 0.000 | 0.054 | 0.737 | 77,573 | |
| 5.915 | 7.987 | 0.000 | 3.028 | 90.410 | 51,142 | |
| 2.048 | 8.501 | 0.000 | 1.193 | 562.437 | 51,142 | |
| −7.316 | 2.221 | −10.306 | −7.861 | 0.000 | 51,136 | |
| 2.594 | 1.749 | 0.000 | 2.116 | 18.813 | 51,141 | |
| 1.395 | 0.950 | 0.000 | 1.491 | 4.361 | 51,143 | |
| 0.057 | 0.066 | 0.000 | 0.035 | 0.751 | 51,136 | |
Note:
The sample period is from June 1, 2015 to October 31, 2016, including 349 trading days for 396 individual stocks. S, bid–ask spread; Sigma, stock volatility; ILLQ, price depth; HL, difference between the highest and lowest price within a trading day; DV, share volume of day trading; DVP, percentage volume of day trading percentage; Turnover, daily trading turnover; Retp, positive component of daily stock return; Retn, negative component of daily stock return; DR, ratio of total debt over the total asset; Size, logarithmic market value of a stock; MI, logarithmic price index (Formosa Stock Index) to measure the level of Taiwan stock market. Panels A–D present the results for the whole sample, companies in the financial industry, companies in the electronics industry and companies in other industries, respectively
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