Fama and MacBeth (1973) cross-sectional regression including netbuy
| Model | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) |
|---|---|---|---|---|---|---|---|---|
| ST | −0.452 | −0.399 | −0.229 | −0.359 | −0.227 | −0.019 | −0.047 | −0.103 |
| (−6.55) | (−6.06) | (−3.94) | (−5.43) | (−4.71) | (−0.24) | (−0.74) | (−1.51) | |
| ST Netbuy_IND | −0.157 | −0.230 | −0.135 | −0.220 | −0.169 | −0.169 | −0.269 | |
| (−2.16) | (−3.47) | (−1.90) | (−3.38) | (−2.22) | (−2.32) | (−3.96) | ||
| REV | −0.118 | −0.045 | ||||||
| (−1.11) | (−0.54) | |||||||
| MAX | −0.518 | 0.402 | ||||||
| (−4.65) | (3.45) | |||||||
| IVOL | −0.661 | −1.091 | ||||||
| (−5.16) | (−6.12) | |||||||
| Netbuy_IND | −0.088 | 0.219 | −0.125 | 0.198 | 0.058 | 0.164 | 0.342 | |
| (−0.83) | (2.61) | (−1.17) | (2.37) | (0.58) | (1.56) | (4.07) | ||
| ME | −0.501 | −0.503 | −0.664 | |||||
| (−3.46) | (−3.52) | (−4.79) | ||||||
| BETA | 0.212 | 0.179 | 0.230 | |||||
| (3.27) | (2.98) | (3.51) | ||||||
| BM | 0.433 | 0.432 | 0.226 | |||||
| (3.01) | (3.02) | (1.87) | ||||||
| MOM | 0.192 | 0.179 | 0.272 | |||||
| (2.42) | (2.29) | (3.36) | ||||||
| ILLIQ | 0.166 | 0.163 | 0.180 | |||||
| (2.32) | (2.42) | (2.59) | ||||||
| PRC | 0.186 | 0.192 | 0.171 | |||||
| (4.74) | (4.96) | (4.32) | ||||||
| ABTURN | −0.274 | −0.272 | 0.070 | |||||
| (−4.30) | (−4.37) | (1.29) |
| Model | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) |
|---|---|---|---|---|---|---|---|---|
| ST | −0.452 | −0.399 | −0.229 | −0.359 | −0.227 | −0.019 | −0.047 | −0.103 |
| (−6.55) | (−6.06) | (−3.94) | (−5.43) | (−4.71) | (−0.24) | (−0.74) | (−1.51) | |
| ST | −0.157 | −0.230 | −0.135 | −0.220 | −0.169 | −0.169 | −0.269 | |
| (−2.16) | (−3.47) | (−1.90) | (−3.38) | (−2.22) | (−2.32) | (−3.96) | ||
| REV | −0.118 | −0.045 | ||||||
| (−1.11) | (−0.54) | |||||||
| MAX | −0.518 | 0.402 | ||||||
| (−4.65) | (3.45) | |||||||
| IVOL | −0.661 | −1.091 | ||||||
| (−5.16) | (−6.12) | |||||||
| Netbuy_IND | −0.088 | 0.219 | −0.125 | 0.198 | 0.058 | 0.164 | 0.342 | |
| (−0.83) | (2.61) | (−1.17) | (2.37) | (0.58) | (1.56) | (4.07) | ||
| ME | −0.501 | −0.503 | −0.664 | |||||
| (−3.46) | (−3.52) | (−4.79) | ||||||
| BETA | 0.212 | 0.179 | 0.230 | |||||
| (3.27) | (2.98) | (3.51) | ||||||
| BM | 0.433 | 0.432 | 0.226 | |||||
| (3.01) | (3.02) | (1.87) | ||||||
| MOM | 0.192 | 0.179 | 0.272 | |||||
| (2.42) | (2.29) | (3.36) | ||||||
| ILLIQ | 0.166 | 0.163 | 0.180 | |||||
| (2.32) | (2.42) | (2.59) | ||||||
| PRC | 0.186 | 0.192 | 0.171 | |||||
| (4.74) | (4.96) | (4.32) | ||||||
| ABTURN | −0.274 | −0.272 | 0.070 | |||||
| (−4.30) | (−4.37) | (1.29) |
Note(s): This table reports the results of monthly Fama−MacBeth cross-sectional regressions of next-month stock returns on ST and control variables. The dependent variable is the one-month-ahead excess return. Explanatory variables include ST, ME, BETA, BM, MOM, ILLIQ, REV, PRC, ABTURN, MAX, IVOL, individual netbuy (Netbuy_IND), and the interaction between ST and Netbuy_IND. All independent variables are standardized to have zero mean and unit variance each month and are winsorized at the 1st and 99th percentiles. Reported coefficients are time-series averages of monthly slope estimates, expressed in percent per month. Newey and West (1987) adjusted t-statistics with 12 lags are shown in parentheses. The sample consists of all common stocks listed on KOSPI and KOSDAQ from March 2005 to December 2024
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