网络股评“发布者-关注者”BSI与股票市场关联性研究*
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张宁, 尹乐民, 何立峰
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Impacts of “Poster-Follower” Sentiment on Stock Market Performance
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Zhang Ning,Yin Lemin,He Lifeng
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表6 模型一回归分析结果(因变量为“上证综合指数”CI, 样本数量N=244) |
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变量 | M1 | BSIla | BSIlm | BSIra | BSIrm | M2 | M3 | M4 | M2 | M3 | M4 | M2 | M3 | M4 | M2 | M3 | M4 | 系数 | 系数 | 系数 | 系数 | 系数 | 系数 | 系数 | 系数 | 系数 | 系数 | 系数 | 系数 | 系数 | (t值) | (t值) | (t值) | (t值) | (t值) | (t值) | (t值) | (t值) | (t值) | (t值) | (t值) | (t值) | (t值) | BSI1t | | 123.018*** | | | 124.322*** | | | 165.589*** | | | 59.520*** | | | | (9.352) | (-9.415) | (-12.013) | (-6.263) | BSI1(t-1) | | -53.927*** | | | -50.790*** | | | -77.985*** | | | -13.733 | | | | (-4.102) | (-3.862) | (-5.682) | (-1.453) | BSI2t | | | 20.055*** | | | 20.661*** | | | 35.956*** | | | 30.154*** | | | (8.104) | (-8.26) | (-11.506) | (-5.69) | BSI2(t-1) | | | -8.395*** | | | -8.212*** | | | -16.845*** | | | -3.138 | | | (3.370) | (-3.270) | (-5.397) | (-0.583) | BSI3t | | | | 61.384*** | | | 62.163*** | | | 82.794*** | | | 29.781*** | | (9.318) | (-9.415) | (-12.013) | (-6.27) | BSI3(t-1) | | | | -26.990*** | | | -25.397*** | | | -38.992*** | | | -6.894 | | (-4.099) | (-3.862) | (-5.682) | (-1.460) | TR | 26.038*** | 21.900*** | 22.794*** | 21.784*** | 21.702*** | 22.785*** | 21.703*** | 19.940*** | 19.532*** | 19.940*** | 21.871*** | 22.477*** | 21.871*** | (5.323) | (5.050) | (5.117) | (5.013) | (-5.034) | (-5.159) | (-5.034) | (-4.94) | (-4.726) | (-4.94) | (-4.744) | (-4.802) | (-4.745) | FR | -18.104*** | -16.033*** | -16.957*** | -16.000*** | -15.786*** | -16.783*** | -15.786*** | -14.292*** | -14.383*** | -14.292*** | -16.120*** | -15.870*** | -16.126*** | (-7.202) | (-7.269) | (-7.486) | (-7.241) | (-7.161) | (-7.440) | (-7.161) | (-6.974) | (-6.868) | (-6.974) | (-6.775) | (-6.496) | (-6.780) | CIt-1 | 0.888*** | 0.903*** | 0.898*** | 0.903*** | 0.904*** | 0.899*** | 0.904*** | 0.908*** | 0.907*** | 0.908*** | 0.892*** | 0.889*** | 0.892*** | (48.314) | (57.627) | (55.295) | (57.564) | (-57.791) | (-55.599) | (-57.791) | (-62.967) | (-61.919) | (-62.967) | (-52.028) | (-51.123) | (-52.041) | 常数项 | 306.752*** | 223.635*** | 275.881*** | 258.798*** | 219.170*** | 272.781*** | 255.947*** | 198.677*** | 246.595*** | 242.479*** | 270.757*** | 302.424*** | 293.549*** | (5.640) | (4.717) | (5.741) | (5.571) | (-4.621) | (-5.702) | (-5.526) | (-4.575) | (-5.684) | (-5.678) | (-5.339) | (-5.882) | (-5.798) | F | 28.539*** | 46.424*** | 34.778*** | 46.118*** | 47.255*** | 36.252*** | 47.257*** | 77.309*** | 71.110*** | 77.309*** | 20.208*** | 16.323*** | 20.258*** | R2 | 0.931 | 0.951 | 0.947 | 0.951 | 0.951 | 0.948 | 0.951 | 0.959 | 0.957 | 0.959 | 0.941 | 0.94 | 0.941 | ΔR2 | 0.931*** | 0.020*** | 0.016*** | 0.020*** | 0.020*** | 0.016*** | 0.020*** | 0.028*** | 0.026*** | 0.028*** | 0.010*** | 0.009*** | 0.010*** |
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