The Wiley Finance Series : Handbook of News Analytics in Finance

(Chris Devlin) #1

196 News and abnormal returns


Table 7.4(cont.)


9 15.13 7.27 9.27 0.98 14.50 4.54
(0.53) (0.83) (0.59) (0.85) (0.64) (0.84)
10a 16.94 7.73 12.97 3.80 19.76 11.13
(0.64) (0.99) (0.76) (1.05) (0.99) (1.22)
10b (highest volume) 20.77 32.13 24.41 15.04 28.26 21.65
(0.54) (0.83) (0.86) (1.12) (1.33) (1.53)


Panel B: Buy-sell imbalances for stocks sorted first on the previous day’s return and then on
market capitalization

Small stocks Mid-cap stocks Large stocks

Decile Number Value Number Value Number Value
imbalance imbalance imbalance imbalance imbalance imbalance


1a (negative return) 24.88 26.06 32.71 30.83 38.73 34.55
(0.66) (0.99) (1.25) (1.48) (1.92) (2.15)
1b 14.37 12.61 17.61 14.99 25.26 21.93
(0.65) (0.99) (0.96) (1.27) (1.38) (1.62)
2 10.69 6.30 9.67 4.99 18.53 13.50
(0.54) (0.82) (0.06) (0.89) (0.67) (0.92)
3 6.97 2.05 5.06 0.95 11.09 5.35
(0.65) (0.96) (0.59) (0.86) (0.59) (0.82)
4 4.48 3.23 0.87 5.29 4.23 3.06
(0.53) (0.78) (0.62) (0.90) (0.60) (0.81)
5 3.72 3.64 3.59 4.45 4.02 3.58
(0.42) (0.63) (0.46) (0.69) (0.47) (0.67)
6 4.20 3.64 4.46 3.07 2.86 4.96
(0.42) (0.62) (0.49) (0.73) (0.54) (0.75)
7 5.28 2.63 2.87 4.84 0.80 8.23
(0.54) (0.79) (0.60) (0.90) (0.59) (0.81)
8 8.88 2.78 2.07 7.78 0.83 10.96
(0.61) (0.93) (0.56) (0.85) (0.58) (0.80)
9 11.98 5.49 6.73 5.41 3.31 6.69
(0.54) (0.83) (0.61) (0.90) (0.67) (0.90)
10a 16.88 10.59 12.09 2.53 5.53 1.81
(0.63) (0.96) (0.82) (1.14) (1.25) (1.48)
10b (positive return) 26.98 18.69 20.85 8.19 7.76 2.94
(0.57) (0.88) (1.06) (1.33) (1.84) (2.06)


Panel C: Buy–sell imbalances for stocks sorted first on market capitalization and then on current
day’s news

Small stocks Mid-cap stocks Large stocks

Decile Number Value Number Value Number Value
imbalance imbalance imbalance imbalance imbalance imbalance


News 19.87 14.59 13.38 3.87 6.52 1.35
All days (1.47) (1.85) (1.15) (1.62) (0.85) (0.97)
No news 7.53 2.82 3.12 4.83 2.91 9.86
All days (0.48) (0.70) (0.57) (0.88) (0.67) (0.94)

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