Model I regression results – turnover price impact ratio
| Ticker | SVI | SVI market | Lag_ TPI | Size | Size×SVI | Week return | Returnsd | Weekvol | Lag_ time | Constant | n | Adj. R2 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BFC | 4.484 | 0.114** | 0.166 | 7.953 | −0.213 | 0.230 | −0.303 | −0.0265 | −0.00774 | −167.8 | 147 | 0.108 |
| CAV | 3.033 | 0.0465 | −0.0230 | 4.609 | −0.140 | 0.0399 | −0.496 | −0.0552 | 0.00374 | −98.61 | 190 | 0.040 |
| CII | 0.674 | 0.0419 | 0.103** | 4.569 | −0.0273 | 0.155 | −1.699*** | 0.00109 | −0.036*** | −97.76 | 231 | 0.078 |
| CTD | 3.472 | 0.0216 | 0.0415 | −4.739 | −0.151 | −0.00456 | −1.292* | 0.00238 | −0.00180 | 109.0 | 224 | 0.110 |
| CTG | −1.475 | 0.0714 | 0.316*** | −19.25 | 0.0546 | −0.458*** | −1.478* | 0.00196 | −0.040*** | 493.9 | 242 | 0.404 |
| CTI | −3.586 | 0.222*** | 0.0664 | −20.91*** | 0.176 | −0.217 | −3.071*** | 0.0509 | −0.0727** | 436.9*** | 195 | 0.444 |
| DCM | 11.49 | 0.0725 | 0.307*** | −25.35 | −0.515 | 0.0426 | −0.469 | −0.0236 | −0.118** | 597.8 | 147 | 0.249 |
| DHG | −21.76*** | 0.0636 | 0.261*** | −51.16*** | 0.954*** | −0.0393 | −1.293 | −0.00714 | −0.0478*** | 1,179*** | 248 | 0.303 |
| DPM | 7.619 | 0.135** | 0.236*** | 30.03* | −0.326 | −0.170 | 0.323 | −0.0359 | 0.0681** | −688.1* | 248 | 0.214 |
| DPR | 1.831 | 0.0495 | 0.0126 | −21.69*** | −0.0859 | −0.204 | 0.561 | −0.0277 | −0.0292*** | 462.2*** | 236 | 0.094 |
| DRC | 1.817 | 0.0377 | 0.0559 | 6.278 | −0.0844 | −0.0328 | −0.534 | −0.0173 | −0.00473 | −133.3 | 244 | 0.071 |
| DXG | 14.84** | 0.154*** | 0.657*** | 14.21** | −0.706** | −0.343*** | −2.894*** | 0.00332 | −0.00822 | −292.1** | 241 | 0.615 |
| FCN | 1.253 | −0.0221 | 0.186*** | −5.219 | −0.0605 | −0.177 | −0.892 | −0.0142 | −0.0107 | 116.0 | 244 | 0.190 |
| GMD | 27.64* | 0.0840* | 0.283*** | 7.692 | −1.260* | −0.487** | −2.554** | −0.0284** | −0.0483*** | −147.0 | 244 | 0.427 |
| GTN | −3.830 | 0.0744 | 0.426*** | −1.865 | 0.182 | 0.0225 | −0.677 | −0.00192 | 0.0127 | 41.60 | 180 | 0.357 |
| HAG | 0.921 | 0.108** | 0.238*** | −2.152 | −0.0387 | −0.210 | −0.868 | −0.0144** | −0.0481 | 66.08 | 247 | 0.226 |
| HBC | −5.386 | 0.0792* | 0.619*** | −1.638 | 0.251 | −0.200* | −2.085*** | 0.00303 | −0.0372 | 44.60 | 243 | 0.553 |
| HNG | 8.964*** | 0.0121 | 0.0593** | 33.04*** | −0.403*** | 6.34e-05 | 0.154 | −0.00952*** | 0.000193 | −732.7*** | 148 | 0.575 |
| HPG | −4.367 | 0.0926** | 0.296*** | −1.850 | 0.183 | −0.208 | −1.586* | −0.000723 | −0.0597*** | 56.91 | 247 | 0.470 |
| HQC | −1.662* | −0.00296 | 0.877*** | −3.804*** | 0.0799* | −0.115*** | −1.572*** | 0.0278*** | −0.00366 | 78.56*** | 215 | 0.818 |
| HT1 | 2.831 | 0.0204 | 0.450*** | 10.68** | −0.126 | 0.0429 | −0.421 | −0.0242 | −0.0195** | −235.6** | 243 | 0.274 |
| IJC | 3.886 | 0.126*** | 0.333*** | 3.751 | −0.179 | −0.275** | −0.882 | 0.00859 | 0.00558 | −82.50 | 233 | 0.240 |
| IMP | −3.461 | 0.0426 | 0.0313 | −9.077 | 0.168 | 0.219 | −0.405 | −0.0694 | 0.0354* | 187.1 | 241 | 0.047 |
| KBC | 11.38*** | 0.0792** | 0.318*** | 23.34*** | −0.502*** | −0.0482 | −2.415*** | −0.00371 | −0.0102 | −522.6*** | 247 | 0.524 |
| KDC | 1.836 | 0.0371 | 0.342*** | 3.538 | −0.0826 | −0.0319 | −1.694*** | 0.00304 | −0.00704 | −75.77 | 245 | 0.466 |
| KSB | −3.667*** | −0.0150 | 0.231*** | −2.191 | 0.174*** | 0.0570 | 1.240** | −0.0197 | −0.00848 | 47.13 | 238 | 0.121 |
| LDG | −15.92** | 0.226** | 0.320*** | −18.17 | 0.804** | −0.135 | −2.373* | −0.0652* | −0.170*** | 410.0 | 145 | 0.499 |
| MBB | −1.800 | 0.0542 | 0.284*** | 11.50 | 0.0698 | −0.121 | −1.344* | −0.000867 | 0.00837 | −264.1 | 247 | 0.428 |
| MWG | −6.536 | 0.141** | 0.273*** | −4.145 | 0.276 | −0.469*** | −0.905 | −0.00544 | −0.122*** | 121.3 | 195 | 0.541 |
| NBB | −0.455 | −0.000437 | 0.103* | 0.517 | 0.0221 | 0.0147 | 0.291 | −0.0527 | 0.00963 | −9.591 | 233 | 0.052 |
| NKG | −1.223 | −0.0117 | 0.0542 | 1.113 | 0.0570 | −0.0529 | 0.284 | −0.00640 | −0.00978 | −20.91 | 241 | 0.028 |
| NLG | 5.241 | −0.0839* | −0.0889 | −22.16*** | −0.240 | −0.309* | 0.572 | −0.00681 | 0.0369* | 480.7*** | 232 | 0.179 |
| NT2 | 0.284 | 0.00958 | 0.494*** | 5.965 | −0.0127 | −0.0156 | −2.350** | 0.0219 | 0.0510* | −140.2 | 149 | 0.417 |
| PDR | −1.599 | 0.00295 | −0.0151 | −5.027*** | 0.0738 | 0.0118 | 0.292* | −0.00235 | 0.00167 | 108.4*** | 222 | 0.078 |
| PHR | 14.90** | 0.0577 | 0.00462 | 26.47** | −0.696** | −0.0996 | 1.928*** | −0.0323 | −0.0626*** | −557.5** | 227 | 0.239 |
| PTB | −4.217*** | −0.00436 | 0.256*** | −3.632 | 0.199*** | 0.0465 | −0.466 | −0.00212 | −0.0113 | 79.88 | 243 | 0.124 |
| PVD | 4.245 | 0.284*** | 0.131* | 11.96* | −0.189 | −0.0862 | 0.212 | −0.00589 | −0.0683** | −254.4* | 247 | 0.430 |
| PVT | −10.69 | 0.166*** | 0.299*** | −17.56 | 0.491 | −0.319** | −1.567** | −0.0208 | 0.0414*** | 385.7 | 247 | 0.482 |
| QCG | −1.119 | 0.00275 | 0.179*** | −0.0364 | 0.0524 | 0.0204 | −0.294 | −0.0274 | 0.0138* | 2.061 | 237 | 0.111 |
| REE | 2.069 | 0.258*** | 0.340*** | −16.57 | −0.0969 | −1.138*** | −1.694 | −0.0330** | 0.00999 | 393.8 | 245 | 0.510 |
| SJD | 5.305 | −0.00653 | −0.0315 | 7.868 | −0.255 | −0.335 | −0.203 | −0.0499 | −0.0234* | −157.3 | 234 | 0.041 |
| SJS | −2.224 | −0.00171 | 0.556*** | 2.342 | 0.103 | 0.191*** | −0.922*** | 0.0343* | −0.00517 | −50.26 | 247 | 0.506 |
| SKG | −10.13*** | 0.0688* | −0.0296 | −12.61*** | 0.474*** | −0.0691 | 0.465 | −0.0434 | −0.0483*** | 278.9*** | 198 | 0.232 |
| STB | 12.97 | 0.0151 | 0.275*** | −2.113 | −0.552 | −0.225 | −1.376** | 0.00118 | −0.0343** | 62.55 | 247 | 0.396 |
| STG | 10.17 | −0.147** | 0.123 | −10.84** | −0.502 | 0.0197 | 1.104 | −0.0691 | 0.0710* | 212.2** | 163 | 0.279 |
| VHC | 5.843*** | −0.0496 | 0.578*** | −1.032 | −0.264*** | 0.00230 | −0.575 | 0.0238 | 0.0256** | 21.40 | 245 | 0.425 |
| VNM | −46.55*** | 0.104* | 0.158* | −105.6*** | 1.802*** | −0.0518 | −0.0215 | −0.00347 | 0.0349* | 2,729*** | 243 | 0.496 |
| VSC | −0.475 | 0.00445 | 0.255*** | −3.144 | 0.0222 | −0.112 | −0.912 | −0.00296 | −0.00589 | 70.67 | 245 | 0.187 |
| Ticker | SVI | SVI market | Lag_ TPI | Size | Size×SVI | Week return | Returnsd | Weekvol | Lag_ time | Constant | Adj. | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BFC | 4.484 | 0.114** | 0.166 | 7.953 | −0.213 | 0.230 | −0.303 | −0.0265 | −0.00774 | −167.8 | 147 | 0.108 |
| CAV | 3.033 | 0.0465 | −0.0230 | 4.609 | −0.140 | 0.0399 | −0.496 | −0.0552 | 0.00374 | −98.61 | 190 | 0.040 |
| CII | 0.674 | 0.0419 | 0.103** | 4.569 | −0.0273 | 0.155 | −1.699*** | 0.00109 | −0.036*** | −97.76 | 231 | 0.078 |
| CTD | 3.472 | 0.0216 | 0.0415 | −4.739 | −0.151 | −0.00456 | −1.292* | 0.00238 | −0.00180 | 109.0 | 224 | 0.110 |
| CTG | −1.475 | 0.0714 | 0.316*** | −19.25 | 0.0546 | −0.458*** | −1.478* | 0.00196 | −0.040*** | 493.9 | 242 | 0.404 |
| CTI | −3.586 | 0.222*** | 0.0664 | −20.91*** | 0.176 | −0.217 | −3.071*** | 0.0509 | −0.0727** | 436.9*** | 195 | 0.444 |
| DCM | 11.49 | 0.0725 | 0.307*** | −25.35 | −0.515 | 0.0426 | −0.469 | −0.0236 | −0.118** | 597.8 | 147 | 0.249 |
| DHG | −21.76*** | 0.0636 | 0.261*** | −51.16*** | 0.954*** | −0.0393 | −1.293 | −0.00714 | −0.0478*** | 1,179*** | 248 | 0.303 |
| DPM | 7.619 | 0.135** | 0.236*** | 30.03* | −0.326 | −0.170 | 0.323 | −0.0359 | 0.0681** | −688.1* | 248 | 0.214 |
| DPR | 1.831 | 0.0495 | 0.0126 | −21.69*** | −0.0859 | −0.204 | 0.561 | −0.0277 | −0.0292*** | 462.2*** | 236 | 0.094 |
| DRC | 1.817 | 0.0377 | 0.0559 | 6.278 | −0.0844 | −0.0328 | −0.534 | −0.0173 | −0.00473 | −133.3 | 244 | 0.071 |
| DXG | 14.84** | 0.154*** | 0.657*** | 14.21** | −0.706** | −0.343*** | −2.894*** | 0.00332 | −0.00822 | −292.1** | 241 | 0.615 |
| FCN | 1.253 | −0.0221 | 0.186*** | −5.219 | −0.0605 | −0.177 | −0.892 | −0.0142 | −0.0107 | 116.0 | 244 | 0.190 |
| GMD | 27.64* | 0.0840* | 0.283*** | 7.692 | −1.260* | −0.487** | −2.554** | −0.0284** | −0.0483*** | −147.0 | 244 | 0.427 |
| GTN | −3.830 | 0.0744 | 0.426*** | −1.865 | 0.182 | 0.0225 | −0.677 | −0.00192 | 0.0127 | 41.60 | 180 | 0.357 |
| HAG | 0.921 | 0.108** | 0.238*** | −2.152 | −0.0387 | −0.210 | −0.868 | −0.0144** | −0.0481 | 66.08 | 247 | 0.226 |
| HBC | −5.386 | 0.0792* | 0.619*** | −1.638 | 0.251 | −0.200* | −2.085*** | 0.00303 | −0.0372 | 44.60 | 243 | 0.553 |
| HNG | 8.964*** | 0.0121 | 0.0593** | 33.04*** | −0.403*** | 6.34e-05 | 0.154 | −0.00952*** | 0.000193 | −732.7*** | 148 | 0.575 |
| HPG | −4.367 | 0.0926** | 0.296*** | −1.850 | 0.183 | −0.208 | −1.586* | −0.000723 | −0.0597*** | 56.91 | 247 | 0.470 |
| HQC | −1.662* | −0.00296 | 0.877*** | −3.804*** | 0.0799* | −0.115*** | −1.572*** | 0.0278*** | −0.00366 | 78.56*** | 215 | 0.818 |
| HT1 | 2.831 | 0.0204 | 0.450*** | 10.68** | −0.126 | 0.0429 | −0.421 | −0.0242 | −0.0195** | −235.6** | 243 | 0.274 |
| IJC | 3.886 | 0.126*** | 0.333*** | 3.751 | −0.179 | −0.275** | −0.882 | 0.00859 | 0.00558 | −82.50 | 233 | 0.240 |
| IMP | −3.461 | 0.0426 | 0.0313 | −9.077 | 0.168 | 0.219 | −0.405 | −0.0694 | 0.0354* | 187.1 | 241 | 0.047 |
| KBC | 11.38*** | 0.0792** | 0.318*** | 23.34*** | −0.502*** | −0.0482 | −2.415*** | −0.00371 | −0.0102 | −522.6*** | 247 | 0.524 |
| KDC | 1.836 | 0.0371 | 0.342*** | 3.538 | −0.0826 | −0.0319 | −1.694*** | 0.00304 | −0.00704 | −75.77 | 245 | 0.466 |
| KSB | −3.667*** | −0.0150 | 0.231*** | −2.191 | 0.174*** | 0.0570 | 1.240** | −0.0197 | −0.00848 | 47.13 | 238 | 0.121 |
| LDG | −15.92** | 0.226** | 0.320*** | −18.17 | 0.804** | −0.135 | −2.373* | −0.0652* | −0.170*** | 410.0 | 145 | 0.499 |
| MBB | −1.800 | 0.0542 | 0.284*** | 11.50 | 0.0698 | −0.121 | −1.344* | −0.000867 | 0.00837 | −264.1 | 247 | 0.428 |
| MWG | −6.536 | 0.141** | 0.273*** | −4.145 | 0.276 | −0.469*** | −0.905 | −0.00544 | −0.122*** | 121.3 | 195 | 0.541 |
| NBB | −0.455 | −0.000437 | 0.103* | 0.517 | 0.0221 | 0.0147 | 0.291 | −0.0527 | 0.00963 | −9.591 | 233 | 0.052 |
| NKG | −1.223 | −0.0117 | 0.0542 | 1.113 | 0.0570 | −0.0529 | 0.284 | −0.00640 | −0.00978 | −20.91 | 241 | 0.028 |
| NLG | 5.241 | −0.0839* | −0.0889 | −22.16*** | −0.240 | −0.309* | 0.572 | −0.00681 | 0.0369* | 480.7*** | 232 | 0.179 |
| NT2 | 0.284 | 0.00958 | 0.494*** | 5.965 | −0.0127 | −0.0156 | −2.350** | 0.0219 | 0.0510* | −140.2 | 149 | 0.417 |
| PDR | −1.599 | 0.00295 | −0.0151 | −5.027*** | 0.0738 | 0.0118 | 0.292* | −0.00235 | 0.00167 | 108.4*** | 222 | 0.078 |
| PHR | 14.90** | 0.0577 | 0.00462 | 26.47** | −0.696** | −0.0996 | 1.928*** | −0.0323 | −0.0626*** | −557.5** | 227 | 0.239 |
| PTB | −4.217*** | −0.00436 | 0.256*** | −3.632 | 0.199*** | 0.0465 | −0.466 | −0.00212 | −0.0113 | 79.88 | 243 | 0.124 |
| PVD | 4.245 | 0.284*** | 0.131* | 11.96* | −0.189 | −0.0862 | 0.212 | −0.00589 | −0.0683** | −254.4* | 247 | 0.430 |
| PVT | −10.69 | 0.166*** | 0.299*** | −17.56 | 0.491 | −0.319** | −1.567** | −0.0208 | 0.0414*** | 385.7 | 247 | 0.482 |
| QCG | −1.119 | 0.00275 | 0.179*** | −0.0364 | 0.0524 | 0.0204 | −0.294 | −0.0274 | 0.0138* | 2.061 | 237 | 0.111 |
| REE | 2.069 | 0.258*** | 0.340*** | −16.57 | −0.0969 | −1.138*** | −1.694 | −0.0330** | 0.00999 | 393.8 | 245 | 0.510 |
| SJD | 5.305 | −0.00653 | −0.0315 | 7.868 | −0.255 | −0.335 | −0.203 | −0.0499 | −0.0234* | −157.3 | 234 | 0.041 |
| SJS | −2.224 | −0.00171 | 0.556*** | 2.342 | 0.103 | 0.191*** | −0.922*** | 0.0343* | −0.00517 | −50.26 | 247 | 0.506 |
| SKG | −10.13*** | 0.0688* | −0.0296 | −12.61*** | 0.474*** | −0.0691 | 0.465 | −0.0434 | −0.0483*** | 278.9*** | 198 | 0.232 |
| STB | 12.97 | 0.0151 | 0.275*** | −2.113 | −0.552 | −0.225 | −1.376** | 0.00118 | −0.0343** | 62.55 | 247 | 0.396 |
| STG | 10.17 | −0.147** | 0.123 | −10.84** | −0.502 | 0.0197 | 1.104 | −0.0691 | 0.0710* | 212.2** | 163 | 0.279 |
| VHC | 5.843*** | −0.0496 | 0.578*** | −1.032 | −0.264*** | 0.00230 | −0.575 | 0.0238 | 0.0256** | 21.40 | 245 | 0.425 |
| VNM | −46.55*** | 0.104* | 0.158* | −105.6*** | 1.802*** | −0.0518 | −0.0215 | −0.00347 | 0.0349* | 2,729*** | 243 | 0.496 |
| VSC | −0.475 | 0.00445 | 0.255*** | −3.144 | 0.0222 | −0.112 | −0.912 | −0.00296 | −0.00589 | 70.67 | 245 | 0.187 |
Notes: *,**,***Significant at 10, 5 and 1 percent levels, respectively