Skip to main content

Table 1 Model terms

From: Analysing the behavioural finance impact of 'fake news' phenomena on financial markets: a representative agent model and empirical validation

\(P\)

Security valuation for the representative agent

\(t\)

Time period

\(I_{n}\)

News shock conveying an unambiguous security value at time \(n\)

\(n \in \left\{ {0, \ldots ,M} \right\}\)

Period, \(t = n\), when news shock \(I_{n}\) occurred

\(j \in \left\{ {0, \ldots ,M\left| j \right\rangle n} \right\}\)

Period, \(t = j\), when news shock \(I_{{j > n}}\) occurred

\(\theta _{n} \in \left[ {0,1} \right]\)

Weighted share of news shock \(I_{n}\);\(~\mathop \sum \limits_{{n = 0}}^{M} \theta _{n} = 1\)

\(S_{n} \ge 0\)

Information weight of news shock \(I_{n}\)

\(\omega _{n} \in \left\{ {0,1} \right\}\)

Real or fake news indicator for \(I_{n}\); information credibility

\(\rho \in \left[ {0.5,1} \right]\)

Ability to distinguish between real and fake news

\(\rho _{0} \in \left[ {0.5,1} \right]\)

Initial ability to distinguish between real and fake news

\(\delta \in \left[ {0,1} \right]\)

Irrelevance multiplier of old news shocks

\(\varphi \in \left[ {0,1} \right]\)

Time decay factor of spurious information

\(\alpha \ge 1\)

Virality factor of fake news

\(\gamma \in \left\{ {0,1} \right\}\)

Signalled presence of fake news indicator

\(\mu \in \left[ {0,1} \right]\)

Fake news uncertainty factor