How to read this section: We test whether three price-based signals —
12-month momentum (trailing stock return), realized volatility (annualized standard deviation of daily returns), and
relative strength (stock return minus S&P 500 return) — predict next-quarter fundamental outcomes:
revenue growth, operating margin change, and ROE change (all year-over-year to remove seasonality).
Each cell shows the Pearson correlation (r) between signal at quarter Q and outcome at quarter Q+1.
Values closer to +1 or −1 indicate stronger predictive relationships. “n” is the number of quarterly observations.
The examination of price‑based signals—12‑month momentum, realized volatility, and relative strength—against core fundamentals for Westamerica Bancorporation over a 45‑quarter span reveals an absence of statistically robust predictive relationships. All examined correlations fall below the conventional threshold for notable significance (|r| ≥ 0.4) and many fail to achieve conventional p‑value cutoffs (p < 0.05). Consequently, none of the signals can be regarded as reliable leading indicators of revenue growth, margin change, or ROE dynamics within the sample period. This lack of predictive power suggests that market pricing for this bank may already incorporate forward‑looking information, leaving little residual systematic signal in price momentum or volatility to forecast fundamental shifts.
12M Momentum vs. Margin Change: r = -0.310, p = 0.048 (marginally significant, n = 41).
Realized Volatility vs. ROE Change: r = -0.284, p = 0.072 (weak, not significant).
All correlations are below |r| = 0.4, the threshold for notable predictive strength.
No price signal demonstrates consistent predictiveness across multiple fundamentals.
Limitations: Sample size is limited to 45 quarters; small‑n estimates can be unstable and sensitive to outliers. Correlation does not imply causation; observed links may reflect common external drivers rather than a predictive mechanism. Results are regime‑dependent; the banking sector’s risk environment from 2015‑2026 may differ materially from future periods, limiting forward applicability.
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For Westamerica Bancorporation, the strongest observed relationships are modest negative correlations between 12‑month momentum and both revenue growth (r = -0.294, p = 0.062) and margin change (r = -0.310, p = 0.048). The latter reaches marginal statistical significance at the 5% level, indicating that periods of declining price momentum modestly coincide with deteriorating margins, perhaps reflecting investor concerns about earnings quality. Realized volatility shows a weak negative link to revenue growth (r = -0.255, p = 0.107) and ROE change (r = -0.284, p = 0.072), hinting that heightened price swings may accompany slower top‑line expansion or return generation, though the evidence is not statistically compelling. Relative strength exhibits small positive correlations with all three fundamentals, none of which are significant, suggesting limited incremental information beyond broader market movements.