Consumer Spending and the Cross-Section of Stock Returns
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Online Appendix: Consumer Spending and the Cross-Section of Stock Returns
Tarun Gupta; Edward Leung; Viorel Roşcovan
- UNESCO
- ?INVESCO Global Asset Management, N.A
- ?Invesco
Strategy in a nutshell
The strategy trades 275 US Consumer Discretionary stocks using alternative consumer demand data. Stocks are ranked monthly by year-over-year changes in a SALES INDEX, going long on improving stocks and short on worsening stocks, with equal-weighted monthly rebalancing.
Economic rationale
Consumer demand data provide timely, less noisy insights into stock popularity and future returns. Using alternative data sources gives an informational edge, resulting in statistically and economically significant returns robust across transaction data types.
Backtest performance
Annualised return13.12%
Volatility9.98%
Sharpe ratio1.32