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Finding 2678Emerging EvidenceValidation V0

This paper uniquely compares analyst forecasts (PTG, EPS, LTG) to machine-learning benchmarks, revealing novel nonlinear (U-shaped) bias-return relationships and systematic anchoring on consensus. Its joint analysis across forecast types and modeling of anchoring behavior advances both academic understanding and practical trading, offering compelling, original insights beyond prior literature.

78%Confidence
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Evidence trail

Supporting78% linkage confidence
This paper uniquely compares analyst forecasts (PTG, EPS, LTG) to machine-learning benchmarks, revealing novel nonlinear (U-shaped) bias-return relationships and systematic anchoring on consensus. Its joint analysis across forecast types and modeling of anchoring behavior advances both academic understanding and practical trading, offering compelling, original insights beyond prior literature.

key_findings bullet 4 · key_findings

Inspect source: Bias and Predictability in Analysts' Beliefs →
Knowledge status

This Finding was extracted from the configured corpus. It is versioned, traceable, and may evolve through editorial review or new corpus evidence.