CXO Advisory

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Volatility Effects

Reward goes with risk, and volatility represents risk. Therefore, volatility means reward; investors/traders get paid for riding roller coasters. Right? These blog entries relate to volatility effects.

Hedging Crashes: Volatility Futures vs. Index Puts

…evidence indicates that 3-month rolling VIX futures contracts may be the preferred way for investors to hedge stock market positions against crashes.

Combining Realized Volatility and Simple Moving Averages

…evidence indicates that focusing simple moving average trading rules on stocks with relatively high past-year volatility may be profitable. However, potential optimism in assumptions about trade timing and trading frictions for high-volatility stocks suggest caution for this finding.

Average Stock Variance as a Market Indicator

…evidence suggests that investors may be able to gain an edge by considering the recent historical relationship between average stock price variance and future short-term market return.

Negative Idiosyncratic Risk Premium?

…evidence indicates that investors may be able to exploit a significantly negative idiosyncratic risk premium among German stocks, robust to a broad set of portfolio specifications and controls.

A Slinky (Short-term Reversion) Effect?

…evidence from simple tests suggest that the U.S. stock market exhibits a slight degree of systematic reversion over short intervals (one to five days), but the effect is small compared to associated return variability and therefore risky to trade.

Volatility Concentrations Are Bearish?

…evidence from simple tests does not support a belief that clusters of daily volatility reliably signal poor future returns.

Exploiting the Predictability of Volatility

…investors may be able to exploit the predictability of equity return volatility via a dynamic leverage strategy that increases (decreases) leverage when predicted volatility is low (high).

Momentum and Portfolio Risk

…evidence suggests that investors employing hedge momentum strategies may want to adjust the level of hedging (long past winners versus short past losers) according to portfolio risk level.

Does Volatility Selectively Filter Good and Bad Days?

…results from simple tests do not support a belief that an investor can readily filter good and bad daily stock market returns based on the level of realized volatility.

Fear of Disasters?

…evidence suggests that fear of disasters accounts for large fractions, perhaps most on average, of both the equity risk premium and the volatility risk premium.

How the 52-Week High and Low Affect Beta and Volatility

…volatility traders may be able to exploit predictable behaviors of price volatility for stocks approaching and breaching 52-week highs and lows.

Long-run Versus Short-run Idiosyncratic Volatility

…evidence indicates that stock return predictions based on past volatility are sensitive to the interval of measurement. Measurement over long intervals supports the conventional reward-for-risk belief, while measurement at short intervals turns this belief upside down.

VT26 Volatility Breakout Strategy

…evidence from simple tests of available data indicates that VT26 may be a good strategy for fairly high-frequency trading in some futures markets, better for short trades than long trades, with effectiveness perhaps dependent on market volatility state.

Amplifying Momentum Returns with Idiosyncratic Volatility

…evidence suggests that investors may be able to enhance exploitation of downside momentum by focusing on stocks with high idiosyncratic (non-beta) volatility.

A Market Volatility Factor Model

…evidence suggests that investors may be able to exploit market volatility derived from forward-looking (implied volatility) measures, especially the persistent diffusion volatility component.

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