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 analysis of quarterly price signals for G-III Apparel Group over the 2015Q1‑2026Q4 horizon reveals that relative strength and 12‑month momentum are the only indicators with statistically notable predictive power, both correlating with revenue growth at r=0.463 (p=0.002) across 41 observations. While realized volatility shows a modest inverse relationship to revenue growth (r=-0.330, p=0.035), its magnitude falls below the threshold for strong predictive relevance. No price signal demonstrates a robust link to margin change or ROE change; the highest correlations in those categories remain weak (|r|≤0.38) and lack statistical significance at conventional levels. Consequently, momentum‑type signals appear to capture market expectations of top‑line expansion, whereas volatility offers limited insight into profitability metrics for this business.
Relative strength predicts revenue growth with r=0.463 (p=0.002, n=41), meeting the 'notable' threshold.
12M momentum mirrors the same predictive power for revenue growth (r=0.463, p=0.002, n=41).
Realized volatility is weakly negatively correlated with revenue growth (r=-0.330, p=0.035), but does not reach notable strength.
All signals exhibit weak or insignificant correlations with margin change and ROE change (|r|≤0.38, p>0.05).
Limitations: The sample size of 41 quarters limits statistical power and may inflate apparent significance. Correlations do not imply causation; observed relationships could be driven by external macro‑economic regimes or sector trends. Signal effectiveness may vary across business cycles, and the analysis does not account for structural breaks or changes in accounting policies.
GIII
For G-III Apparel Group, the 12‑month price momentum and relative strength indices each exhibit a notable positive correlation with subsequent revenue growth (r=0.463, p=0.002, n=41). This suggests that periods of sustained upward price movement tend to precede higher sales expansion, likely because investors incorporate early signs of demand recovery or successful product launches into the stock price before earnings are reported. Realized volatility shows a weak negative correlation with revenue growth (r=-0.330, p=0.035), indicating that heightened price swings may coincide with market uncertainty about future sales, but the effect size is modest. Correlations with margin change and ROE change remain low (|r|≤0.20) and statistically insignificant, implying that price dynamics do not reliably forecast profitability or return‑on‑equity shifts for this company within the sample period.