01
Signal Overview
Is the factor model effective right now?
Summary metrics for factor model validity. Hover the markers on each KPI for interpretation thresholds.
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IC Mean
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ICIR
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IC Win Rate
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Strong ETFs
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02
Signal Reliability
Can I trust these signals over time?
Time-series evidence of factor stability. IC Series tracks daily predictive correlation — sustained positive values confirm consistent signal. Rolling ICIR measures stability over a 60-day window — values above 0.5 indicate robust factor performance.
IC Series & Rolling ICIR

IC Series Chart

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Factor Rolling ICIR

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03
Market Structure
What is the current factor distribution?
Cross-sectional view across all ETFs. Histogram reveals distribution skew — positive skew means most sectors show strength. Quadrant Heatmap maps momentum (Z_Mom) against fund flow (Z_Flow) to identify market regime.
Factor Distribution & Quadrant Analysis

Factor Distribution Histogram

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Quadrant Return Heatmap

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04
Actionable Signals
Which ETFs should I focus on?
Concrete rankings and performance validation. Factor Ranking sorts ETFs by composite score with quadrant labels. Group Returns confirms that Q1 (Strong) consistently outperforms Q4 (Risk) — validating the model's discrimination power.
Factor Ranking & Group Returns

Latest Factor Ranking

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Group Cumulative Returns

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ETF allocation advice based on factor scores + fund flow