Big data would not lie: prediction of the 2016 Taiwan election via online heterogeneous information

EPJ Data Science

Table 4 Influential significance of events detected for James Soong

	Estimate	Std. Error	t value	Pr(>\|t\|)
c	−0.0009	0.0012	−0.735	0.4651
\(p^{llchu}_{k-1}\)	1.0172	0.0114	89.259	<2e–16^∗∗∗
\(\gamma _{16}\)	−0.0004	0.0008	−0.488	0.6273
\(\gamma _{17}\)	−0.0006	0.0011	−0.590	0.5572
\(\gamma _{18}\)	0.0009	0.0007	1.241	0.2192
\(\gamma _{19}\)	−0.0006	0.0010	−0.560	0.5774
\(\gamma _{20}\)	0.0004	0.0007	0.550	0.5844
\(\gamma _{21}\)	−0.0055	0.0013	−4.227	7.13e–05^∗∗∗
Residual standard error	0.0017 on 69 degrees of freedom
Multiple R-squared	0.9963
Adjusted R-squared	0.9959
F-statistic	2331 on 8 and 69 DF	p-value	<2.2e–16

^∗∗∗, ^∗∗, and ^∗ indicate that the coefficients are significantly different from zero at the level of 1%, 5%, and 10%, respectively.