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	<title>option markets - China Business Knowledge</title>
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		<title>Alternative Investment Strategies: When REITs Meet Options</title>
		<link>https://cbk.bschool.cuhk.edu.hk/alternative-investment-strategies-when-reits-meet-options/</link>
		
		<dc:creator><![CDATA[Putro]]></dc:creator>
		<pubDate>Thu, 27 May 2021 02:00:52 +0000</pubDate>
				<category><![CDATA[Economics & Finance]]></category>
		<category><![CDATA[alternative investment]]></category>
		<category><![CDATA[Cao Jay J.（曹杰）]]></category>
		<category><![CDATA[Cao Jie]]></category>
		<category><![CDATA[option markets]]></category>
		<category><![CDATA[real estate]]></category>
		<category><![CDATA[real estate investing]]></category>
		<category><![CDATA[real estate market]]></category>
		<category><![CDATA[stock return predictors]]></category>
		<category><![CDATA[Zhan Xintong]]></category>
		<category><![CDATA[Zhan Xintong（戰昕彤）]]></category>
		<guid isPermaLink="false">https://cbk.bschool.cuhk.edu.hk/?p=6297</guid>

					<description><![CDATA[<p>CUHK research finds that prices of REIT options reflect the information of informed traders and can be used to predict future REIT returns.</p>
<p>The post <a href="https://cbk.bschool.cuhk.edu.hk/alternative-investment-strategies-when-reits-meet-options/">Alternative Investment Strategies: When REITs Meet Options</a> first appeared on <a href="https://cbk.bschool.cuhk.edu.hk">China Business Knowledge</a>.</p>]]></description>
										<content:encoded><![CDATA[<h3 class="article__heading__content">CUHK research finds that prices of REIT options reflect the information of informed traders and can be used to predict future REIT returns.</h3>
<p class="article_author">By <a href="mailto:cbk@baf.cuhk.edu.hk">Song Linjia</a></p>
<div class="clearfix">
<p class="article__paragraph">An alternative investment is a financial asset that does not fall into one of the conventional investment categories, including stock, bonds, and cash. Alternative investments include private equity or venture capital, hedge funds, art and antiques, commodities, derivatives contracts, and real estate. By providing diversification to conventional investment, alternative investment has gained popularity in recent years. However, there is limited research on the trading strategies and return predictability for alternative investment assets. A group of researchers at The Chinese University of Hong Kong (CUHK) Business School sought to examine the link between two important alternative investment assets, namely that of options and real estate investment trusts (REITs), and to design potentially profitable trading strategies in the alternative investment universe.</p>
<p>This research, titled <a href="https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3788744">Option Price Implied Information and REIT Returns</a>, was conducted by <a href="https://www.bschool.cuhk.edu.hk/staff/cao-jay-j/">Cao Jie</a> and <a href="https://www.bschool.cuhk.edu.hk/staff/zhan-xintong/">Zhan Xintong</a>, Associate Professor and Assistant Professor, respectively, at CUHK Business School’s Department of Finance; PhD student Song Linjia from CUHK Business School’s School of Hotel and Tourism Management; and Prof. Han Bing from University of Toronto. Moreover, Prof. Zhan’s expertise as a Chartered Alternative Investment Analyst (CAIA) adds to the team valuable insights to conduct and promote research on the alternative investment by focusing on derivatives and real assets.</p>
<figure class="left" data-aos="fade-right">
<div class="img-container"><img fetchpriority="high" decoding="async" src="/wp-content/uploads/iStock-108194384.jpg" alt="" width="1256" height="835" /></div><figcaption>Predictions, as an old proverb goes, can be hazardous, especially if it’s about the future and in finance.</figcaption></figure>
<p>Predictions, as an old proverb goes, can be hazardous, especially if it’s about the future. This is true in life, as it is in finance, where much effort has been devoted to predicting the movement of stock prices. Understandably, being able to accurately predict the future movement of share prices allows investors to make the best choices in their investments, and one of the more reliable indicators for those seeking outperformance has been to look to option market data.</p>
<p>The option market is informationally “superior”. That is, options typically attract better informed investors who are drawn because the inherent properties of the market amplify both profits as well as losses. Another reason is that in most stock markets, share prices do not fully reflect all publicly available information. Is it true for REITs? Do REIT options also contain useful information to predict REIT return?</p>
<p><strong>Growing Popularity of REITs</strong></p>
<p>A REIT is a company that owns, operates or finances income-producing real estate properties. Most REITs are traded on major stock exchanges and investors can buy or sell REITs like common stocks. REITs, as alternative investment class, provide diversification benefits and have become an increasingly important part of investment portfolios for both institutions and individuals. In U.S., publicly traded REITs own around 2.5 trillion in gross assets. Around 145 million Americans own REITs through their retirement savings and other investment funds.</p>
<p>In China, REITs are also attracting attention from both investors and policy makers. In August 2020, China Securities Regulatory Commission (CSRC) for the first time issued a guidance on the public offering of real estate investment trusts (REITs) in the infrastructure sector and China nears approval of its first public REITs . Considering the huge size of real estate market in China, the market cap of REITs in China can be considerably large.</p>
<p>As investor demand for REIT investment rises, the option market of REITs also grows rapidly in the past two decades. Specifically, the ratio of REITs with options has increased from 10 percent to 88 percent from 1996 to 2017 in the U.S. CUHK researchers find that there is “diffusion” of information from REIT options to underlying REITs and prices of REIT options reflect the information of informed traders and can be used to predict future REIT returns.</p>
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<h2>The Study</h2>
<p>The researchers constructed several option price implied measures using data from OptionMetrics, a data provider, and examined their return predictability in both REITs and common stocks.</p>
<p>Options are derivatives of underlying securities. Theoretically, in perfect markets options are just derivatives and cannot affect underlying assets. However, prior research has shown that they are not “redundant” assets, and that they contain information on the underlying securities from which they derive. There are two types of options. A call option gives the buyer the right but not the obligation to buy an underlying asset. A buyer of a call option profits when the price of this underlying asset rises. Its counterpart, a put option, gives the right to sell an underlying asset, and they increase in value as the price of the underlying asset falls.</p>
<p>Options attract informed investors because of their higher “embedded” leverage – that is, their trading profits or losses are typically amplified compared to their stock market counterparts. Thus option prices can contain valuable information on underlying securities which is not incorporated in stock prices. The team conducted a range of analyses and found that option price implied measures are able to predict future REIT returns.</p>
<figure class="right" data-aos="fade-left">
<div class="img-container"><img decoding="async" src="/wp-content/uploads/iStock-1205485319.jpg" alt="" width="1254" height="837" /></div><figcaption>Options attract informed investors because of their higher “embedded” leverage – that is, their trading profits or losses are typically amplified compared to their stock market counterparts.</figcaption></figure>
<p>The results show that difference between the change in implied volatility in call and put options positively predicts REIT return in the next week. A long-short trading strategy, where an investor buys and holds stocks that are expected to appreciate in value while shorting stocks that are expected to fall, based on this measure produces meaningful profits.</p>
<p>The implied volatility on an option is the value of the volatility, when input in an option pricing model (such as the classical Black–Scholes model), that will return as a theoretical value equal to the market option price. Implied volatility goes up when option prices rise. An increase in implied volatility for a call option means higher price for the option and signals favorable information about the underlying firm while an increase put implied volatility for a put option signals unfavorable information. The difference between call implied volatility change and put implied volatility change captures the net positive information about future cash flows and hence positively predicts future REIT returns.</p>
<p>They show that the return predictability is not explained by the characteristics of stocks (such as its market capitalization or book-to-market ratio, a measure of whether a security is over- or underpriced) or option trading volumes. This suggests that option prices contain implied information not yet captured by other REIT characteristics. Further, they find that the return predictability diminishes quickly and disappears in several weeks. They argue that the transmission of information from derivatives to REITs is very fast.</p>
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<div class="clearfix">
<h2>Difference in Predictive Power</h2>
<p>This study finds significant differences in return predictability by option price-based predictors in REIT and common stock market. In the common stock market, all option price-based predictors significantly predict future stock returns. However, in the REIT market, only implied volatility changes work while other measures fail.</p>
<p>They document that the REIT market is of higher quality compared with common stocks in general, when taking into account factors such as the likelihood of errors in pricing, the spread between bid and ask quotes, and market trading volumes. A higher market quality usually means more efficient and lower cost trading for participants. On the other hand, the market quality of REIT options is lower than that of the options on common stocks. Thus the incentives to gather information by REIT option traders may not be as strong as common stocks. Compared to stocks, if the option market is of lower quality and the trading cost is higher, this will make investors less willing to trade.</p>
<p>So the return predictability by option price implied measures is weaker for REITs. Moreover, evidence suggests that the weaker predictability by option price-based predictors is due to the absence of price pressure mechanism. In other words, the underlying REITs market is typically more efficient than the typical stock market and therefore market information is more fully reflected in the price of REIT assets. They find that in the REIT market, the deviation of the implied price of an option from the traded stock price documented in prior research did not predict future stock returns.</p>
<figure class="left" data-aos="fade-right">
<div class="img-container"><img decoding="async" src="/wp-content/uploads/iStock-1256124793.jpg" alt="" width="1255" height="836" /></div><figcaption>This study finds significant differences in return predictability by option price-based predictors in REIT and common stock market.</figcaption></figure>
<p>They further explore whether availability of market information and limits to arbitrage affect the documented predictability. Results show that the return predictability is more pronounced among younger REITs, REITs with lower analyst coverage, and REITs with higher limits to arbitrage.</p>
<p>Most REITs own income-producing properties like apartment buildings, offices, data centers and so on across different regions. The information environment of REITs also differs across REIT types and locations, so the informational advantage of informed traders may differ accordingly. They show the effect of informed trading is found to be more pronounced for REITs located in less transparent real estate markets and those focused on nontraditional property types such as datacenters and infrastructure. These findings imply that the information from its option market may be particularly important if the underlying REIT suffers from lower transparency.</p>
<p>REITs is an important asset class but still relatively underexplored compared with common stocks and bonds. REITs historically have delivered competitive total returns, based on steady dividend income and capital appreciation. Their comparatively low correlation with other assets also makes them a supplement to traditional asset classes. This study explores a new venue that contains information on REIT fundamentals and has implications for investments in REITs.</p>
</div><p>The post <a href="https://cbk.bschool.cuhk.edu.hk/alternative-investment-strategies-when-reits-meet-options/">Alternative Investment Strategies: When REITs Meet Options</a> first appeared on <a href="https://cbk.bschool.cuhk.edu.hk">China Business Knowledge</a>.</p>]]></content:encoded>
					
		
		
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		<title>Sure Win: New Study on Option Pricing Suggests Arbitrage Opportunities</title>
		<link>https://cbk.bschool.cuhk.edu.hk/sure-win-new-study-on-option-pricing-suggests-arbitrage-opportunities/</link>
		
		<dc:creator><![CDATA[Putro]]></dc:creator>
		<pubDate>Wed, 31 Aug 2016 16:00:00 +0000</pubDate>
				<category><![CDATA[Economics & Finance]]></category>
		<category><![CDATA[Cao Jay J.（曹杰）]]></category>
		<category><![CDATA[Cao Jie]]></category>
		<category><![CDATA[Equity option returns]]></category>
		<category><![CDATA[financial strategies]]></category>
		<category><![CDATA[fund managers]]></category>
		<category><![CDATA[option markets]]></category>
		<category><![CDATA[stock return predictors]]></category>
		<category><![CDATA[Wall Street traders]]></category>
		<category><![CDATA[world]]></category>
		<guid isPermaLink="false">https://cbk.bschool.cuhk.edu.hk/sure-win-new-study-on-option-pricing-suggests-arbitrage-opportunities/</guid>

					<description><![CDATA[<p>A cutting-edge option pricing research reveals flaws in the derivatives markets. The results have turned heads on Wall Street and may rewrite the manual on trading strategies</p>
<p>The post <a href="https://cbk.bschool.cuhk.edu.hk/sure-win-new-study-on-option-pricing-suggests-arbitrage-opportunities/">Sure Win: New Study on Option Pricing Suggests Arbitrage Opportunities</a> first appeared on <a href="https://cbk.bschool.cuhk.edu.hk">China Business Knowledge</a>.</p>]]></description>
										<content:encoded><![CDATA[<h3 class="article__heading__content">A cutting-edge option pricing research reveals flaws in the derivatives markets. The results have turned heads on Wall Street and may rewrite the manual on trading strategies</h3>
<p class="article_author">By Jason Y. Ng</p>
<p class="article__paragraph">A cutting-edge option pricing research at CUHK Business School reveals flaws in the derivatives markets. The study not only challenges our fundamental understanding of how these markets operate, but it also opens the door to sustainable and predicable profit-making opportunities. The results have turned heads on Wall Street and may rewrite the manual on trading strategies.</p>
<p>It is said that there is no such thing as a free lunch, least of all on Wall Street. Conventional wisdom tells us that financial markets operate efficiently, and that securities – whether it is stocks, bonds, or the derivative instruments they underlie – are priced tightly to eliminate any arbitrage opportunity that may generate risk-free profits.</p>
<p>But a recent finance research by the Chinese University of Hong Kong (CUHK) Business School throws a spanner into those long-held views, specifically in the option markets. The results of the study entitled <a href="https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2698267">Option Return Predictability</a> reveal that sustained returns from trading delta-hedged options are not only possible, but they are also predictable using basic stock fundamentals such as market capitalisation and return on equity.</p>
<p>Leading the research was Associate Professor Cao Jie of CUHK’s Department of Finance and his former PhD student Zhan Xintong who joined Erasmus University Rotterdam as Assistant Professor in Finance this August, alongside Bing Han of the University of Toronto and Qing Tong of Singapore Management University.</p>
<p>The team conducted extensive regression analyses using monthly option data of over 5,000 underlying stocks between 1996 and 2012, which amounts to nearly 160,000 data points. The model focused on actively traded stocks in the United States across a broad range of industry sectors, screening out small, highly illiquid ones that could potentially skew results.</p>
<p>A delta-hedged or delta-neutral option position involves longing and shorting options and underlying stocks in such a way that the overall payout is the same regardless of stock volatility. The position has to be rebalanced on a regular basis to adjust for fluctuating stock prices. Delta-hedged options are priced using traditional models such as Black-Scholes and stochastic volatility to eliminate any arbitrage gains.</p>
<p>The central question is whether a relationship exists between delta-hedged option gains and well-known stock characteristics used by financial analysts and investors. Of the 12 characteristics studied by the research team, eight of them, namely market capitalisation, cash-to-asset ratio, return on equity, new issuance, idiosyncratic volatility, monthly returns, annual returns and the dispersion of analyst forecast, show a strong correlation with delta-hedged option returns.</p>
<p>That means long-short trading strategies involving delta-hedged options based on those eight stock characteristics can yield stable, predictable profits over time. Their Sharpe ratios – a commonly used measure of risk-adjusted return – ranged from 0.63 to 2.00 (for perspective, a portfolio of U.S. Treasury bills has a Sharpe ratio of exactly zero). The correlation remains robust regardless of seasonality and market conditions. For instance, the profitability of the option trading strategies did not diminish during the 2008-2009 subprime mortgage crisis.</p>
<p>The predictive power of these stock fundamentals suggests one of two things: either conventional pricing models are flawed, or the option market – with all its modern innovations and the rise of high-frequency algorithmic trading – is not as efficient as previously thought.</p>
<p>While further studies are necessary to understand the exact cause of the abnormal returns, Prof. Cao’s research team believes that one possible source of market inefficiency is the insufficient cross-sectional arbitrage activities in the option market. More specifically, trading frictions created by regulatory limits to arbitrage may have played a key role in, ironically, spawning the delta-hedged arbitrage.</p>
<p>Until this anomaly is corrected, arbitrage opportunities continue to exist and risk-free profits in the option market – the proverbial free lunch – are there for the taking. That’s why Wall Street traders and fund managers have taken notice of the startling results.</p>
<p>Last October, Prof. Cao presented his research findings to a captivated audience at the Third Deutsche Bank Annual Global Quantitative Strategy Conference in New York. He was subsequently invited to speak at a seminar at Morgan Stanley’s head office, hosted by Dr. Peter Carr, the investment bank’s Global Head of Market Modelling. Within the same month, his PhD student Zhan Xintong gave similar presentations to a number of New York-based hedge funds and investment firms, including OptionMetrics, Cubist Systematic Strategies, and Two Sigma.</p>
<p>What followed were other high profile speaking engagements, including the 10th Advances in the Analysis of Hedge Fund Strategies Conference in London; the Sixth Risk Management Conference in Mont-Tremblant, Canada; the Fourth Chicago Quantitative Alliance Asia Conference in Hong Kong; and a presentation at Menta Capital LLC in San Francisco.</p>
<blockquote><p><span class="quote quote--left">“</span>As more traders start to take advantage of our trading strategy. We expect the arbitrage to narrow. It may eventually disappear.<span class="quote">”</span></p>
<p><cite>Prof. Cao Jie</cite></p></blockquote>
<p>More recently, in May this year, Prof. Cao presented his research at the 4th annual Asia Bureau of Finance and Economic Research Conference in Singapore, one of the largest events of its kind in Asia Pacific. In June, he presented it at Macquarie Global Quantitative Research Conference, a leading conference for finance industry, and in August, at European Finance Association Annual Meeting in Oslo, Norway, a leading conference for finance academic researchers.</p>
<p>Reactions from the financial community have ranged from excitement and intrigue to amazement and disbelief. To answer the sceptics, Prof. Cao and his team continue to test the robustness of their theory by controlling for &#8216;noise&#8217; such as stock volatility risk factors and adjusting for transaction costs resulting from the spread between bids and ask option prices. So far, the findings have held up and the research remains on firm ground.</p>
<p>There have also been questions of a more pragmatic nature: how big the potential market is and whether option traders can make fortunes by replicating the trading strategy on a large scale.</p>
<p>“Our research is relatively new and Wall Street has yet to test it in the actual derivatives markets,” says Prof. Cao. “But based on the presentations we have done to date, there is a lot of interest in our discoveries on the streets,” he says.</p>
<p>When it comes to risk-free gains, however, popularity can be a double-edged sword.</p>
<p>“As more traders start to take advantage of our trading strategy,” Prof. Cao offers a reality check, “we expect the arbitrage to narrow. It may eventually disappear.”</p>
<p>That sentiment may have answered, if only preliminarily, the question of what causes the abnormal returns in the first place. Prof. Cao’s prediction of narrowing arbitrage suggests that the anomaly uncovered by the study may have far less to do with flaws in the conventional pricing models than market inefficiency and regulatory frictions.</p>
<p>While the study is being discussed and debated in the real world, Prof. Cao has already moved on to analyzing other derivative instruments. He is expanding his research from delta-hedged options to raw options and straddles – longing a call and a put option with the same strike price and expiration date – in hopes of discovering a similar pattern.</p>
<p>“We’ve dug up something interesting and opened a door to a new area of research,” says Prof. Cao. “More broadly speaking, our study forces us to examine how much we actually understand option valuation and trading. We hope our work will attract attention from both practitioners and researchers so that more people will focus on this area.”</p>
<p>It appears that the professor does not have to wait long for his hope to materialize. His research has already drawn praise from heavyweights in high finance.</p>
<p>“I just wanted to say how impressed I was with your new papers,” wrote Euan Sinclair, option trader and author of such definitive treatises as Volatility Trading and Option Trading: Pricing and Volatility Strategies and Techniques, in a congratulatory email to Prof. Cao. “For a few years I’ve been convinced that the next frontier in option trading is using factors like [the ones referenced in your research].”</p><p>The post <a href="https://cbk.bschool.cuhk.edu.hk/sure-win-new-study-on-option-pricing-suggests-arbitrage-opportunities/">Sure Win: New Study on Option Pricing Suggests Arbitrage Opportunities</a> first appeared on <a href="https://cbk.bschool.cuhk.edu.hk">China Business Knowledge</a>.</p>]]></content:encoded>
					
		
		
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