Volume 64, Issue 1

Are Liquidity and Information Risks Priced in the Treasury Bond Market?

YAN HE
Haitao Li is at the University of Michigan, Junbo Wang is at City University of Hong Kong and University of Arkansas, Chunchi Wu is at Singapore Management University and University of Missouri‐Columbia, and Yan He is at Indiana University Southeast. We are very grateful to the Editor, Robert Stambaugh, and an anonymous referee for guidance and very helpful comments. We thank Chris Anderson, Warren Bailey, Michael Brandt, Paul Brockman, Charles Chang, David Easley, Grace Qing Hao, Kenneth Kavajecz, Bill Lesser, Sandra Mortal, David Ng, Maureen O'Hara, Christine Parlour, Paolo Pasquariello, Lubos Pastor, Andy Puckett, Albert Wang, David West, Xuemin Sterling Yan, Kathy Yuan, and seminar participants at Cornell University, City University of Hong Kong, Syracuse University, University of Kansas, University of Missouri at Columbia, and the 2006 American Finance Association Meeting for helpful comments and suggestions. We also thank Lubos Pastor for providing data on the equity market liquidity factor and Ken French for making the Fama–French factor portfolios available on his Web site.Search for more papers by this author
First published: 23 January 2009
Citations: 82

ABSTRACT

We provide a comprehensive empirical analysis of the effects of liquidity and information risks on expected returns of Treasury bonds. We focus on the systematic liquidity risk of Pastor and Stambaugh as opposed to the traditional microstructure‐based measures of liquidity. Information risk is measured by the probability of information‐based trading (PIN). We document a strong positive relation between expected Treasury returns and liquidity and information risks, controlling for the effects of other systematic risk factors and bond characteristics. This relation is robust to many empirical specifications and a wide variety of traditional liquidity and informed trading proxies.

Number of times cited according to CrossRef: 82

  • Alternative futures for Government of Canada debt management, Journal of Financial Economic Policy, 10.1108/JFEP-07-2019-0149, ahead-of-print, ahead-of-print, (2020).
  • Collateral haircuts and bond yields in the European government bond markets, International Review of Financial Analysis, 10.1016/j.irfa.2020.101467, (101467), (2020).
  • Banks’ equity performance and the term structure of interest rates, Financial Markets, Institutions & Instruments, 10.1111/fmii.12125, 29, 2, (43-64), (2020).
  • Improvements in estimating the probability of informed trading models, Quantitative Finance, 10.1080/14697688.2020.1800805, (1), (2020).
  • Adverse-selection considerations in the market-making of corporate bonds, The European Journal of Finance, 10.1080/1351847X.2020.1764995, (1-30), (2020).
  • Does accrual-based government financial information serve as an indicator of fiscal risks?, Public Money & Management, 10.1080/09540962.2020.1769384, (1-10), (2020).
  • Demand for Information, Uncertainty, and the Response of U.S. Treasury Securities to News, The Review of Financial Studies, 10.1093/rfs/hhaa072, (2020).
  • Information Asymmetry, Market State, and Implementation Risk, The North American Journal of Economics and Finance, 10.1016/j.najef.2019.101007, (101007), (2019).
  • The Role of Duration and Trades in the Information Assimilation Process of the US Treasury Market, Advances in Pacific Basin Business, Economics and Finance, 10.1108/S2514-465020190000007007, (155-200), (2019).
  • Liquidity Risk and Mutual Fund Performance, Management Science, 10.1287/mnsc.2017.2851, 65, 3, (1020-1041), (2019).
  • Measuring the multi-faceted dimension of liquidity in financial markets: A literature review, Research in International Business and Finance, 10.1016/j.ribaf.2019.101079, (101079), (2019).
  • Volatility and the cross-section of corporate bond returns, Journal of Financial Economics, 10.1016/j.jfineco.2019.02.002, (2019).
  • Government Intervention and Strategic Trading in the U.S. Treasury Market, Journal of Financial and Quantitative Analysis, 10.1017/S0022109018001552, 55, 1, (117-157), (2018).
  • An Analysis of the Determinants of Inflation‐linked Bond Prices in Korea, Asia-Pacific Journal of Financial Studies, 10.1111/ajfs.12232, 47, 5, (605-633), (2018).
  • Collateral Haircuts and Bond Yields, SSRN Electronic Journal, 10.2139/ssrn.3222102, (2018).
  • Alternative Futures for Government of Canada Debt Management, SSRN Electronic Journal, 10.2139/ssrn.3327315, (2018).
  • Computer-Based Trading, Institutional Investors and Treasury Bond Returns, SSRN Electronic Journal, 10.2139/ssrn.3233341, (2018).
  • High-Frequency Trading in the U.S. Treasury Market Around Macroeconomic News Announcements, SSRN Electronic Journal, 10.2139/ssrn.3233332, (2018).
  • Government Intervention in Security Markets: Evidence of Contagion, Speculation, and Informed Trading, SSRN Electronic Journal, 10.2139/ssrn.3222762, (2018).
  • Who Improves or Worsens Liquidity in the Korean Treasury Bond Market?, SSRN Electronic Journal, 10.2139/ssrn.3115806, (2018).
  • IPO Signaling Theory: A Revisit, SSRN Electronic Journal, 10.2139/ssrn.2896154, (2018).
  • The Demand Effect of Yield-Chasing Retail Investors: Evidence from the Chinese Enterprise Bond Market, SSRN Electronic Journal, 10.2139/ssrn.2795644, (2018).
  • Information, Investment Adjustment, and the Cost of Capital, Journal of Financial and Quantitative Analysis, 10.1017/S0022109018000194, 53, 04, (1715-1754), (2018).
  • The demand effect of yield-chasing retail investors: Evidence from the Chinese enterprise bond market, Journal of Empirical Finance, 10.1016/j.jempfin.2018.12.001, (2018).
  • Underpricing, Volatility and Demand in U.S. Treasury Auctions, SSRN Electronic Journal, 10.2139/ssrn.3140676, (2018).
  • Informed trading around biotech M&As, Studies in Economics and Finance, 10.1108/SEF-10-2016-0257, 35, 1, (44-64), (2018).
  • Identifying Information Asymmetry in Securities Markets, The Review of Financial Studies, 10.1093/rfs/hhx133, 31, 6, (2277-2325), (2017).
  • Pricing of Systematic Liquidity in Government of India Bond Market, SSRN Electronic Journal, 10.2139/ssrn.3104330, (2017).
  • Liquidity-Risk-Premium Free Price Models of Government Bonds and Currency Forwards in Persistently Informed Markets, SSRN Electronic Journal, 10.2139/ssrn.2842534, (2017).
  • “High & Dry”: The Liquidity and Credit of Colonial and Foreign Government Debt and the London Stock Exchange (1880–1910), The Journal of Economic History, 10.1017/S0022050717000730, 77, 3, (653-691), (2017).
  • The equity-like behaviour of sovereign bonds, Journal of International Financial Markets, Institutions and Money, 10.1016/j.intfin.2016.11.014, 48, (25-46), (2017).
  • What drives the liquidity of sovereign bonds when markets are under stress? An assessment of the new Basel 3 rules on bank liquid assets, Journal of Financial Stability, 10.1016/j.jfs.2016.07.018, 33, (297-310), (2017).
  • Capital liberalization and various financial markets: Evidence from Taiwan, The Quarterly Review of Economics and Finance, 10.1016/j.qref.2017.03.001, 66, (265-274), (2017).
  • Liquidity measures throughout the lifetime of the U.S. Treasury bond, Journal of Financial Markets, 10.1016/j.finmar.2017.01.002, 33, (42-74), (2017).
  • Commonality in Liquidity and Real Estate Securities, The Journal of Real Estate Finance and Economics, 10.1007/s11146-016-9554-3, 55, 1, (65-105), (2016).
  • An Empirical Analysis of Eurozone Government Bonds Liquidity: Determinants, Predictability and Implications for the New Bank Prudential Rules, SSRN Electronic Journal, 10.2139/ssrn.2888396, (2016).
  • U.S. Treasury Market: The High‐Frequency Evidence, Handbook of Fixed‐Income Securities, 10.1002/9781118709207, (210-238), (2016).
  • Liquidity in Up and Down Markets for Asset Pricing: Evidence from the Taiwan Stock Market, Asia-Pacific Journal of Financial Studies, 10.1111/ajfs.12150, 45, 5, (729-754), (2016).
  • Euro Area Government Bond Market Liquidity, SSRN Electronic Journal, 10.2139/ssrn.2470944, (2015).
  • 'High and Dry': the Liquidity and Credit of Colonial and Foreign Government Debt in the London Stock Exchange (1880-1910), SSRN Electronic Journal, 10.2139/ssrn.2669430, (2015).
  • Government Bonds Ammunitions for the ECB Quantitative Easing, SSRN Electronic Journal, 10.2139/ssrn.2560798, (2015).
  • Financial conditions, macroeconomic factors and disaggregated bond excess returns, Journal of Banking & Finance, 10.1016/j.jbankfin.2015.03.015, 58, (80-94), (2015).
  • Liquidity, credit quality, and the relation between volatility and trading activity: Evidence from the corporate bond market, Journal of Banking & Finance, 10.1016/j.jbankfin.2014.10.003, 50, (183-203), (2015).
  • Informed trading in parallel bond markets, Journal of Financial Markets, 10.1016/j.finmar.2015.08.002, 26, (103-121), (2015).
  • Measuring bond mutual fund performance with portfolio characteristics, Journal of Empirical Finance, 10.1016/j.jempfin.2015.03.012, 33, (223-242), (2015).
  • The moderating effect of bureaucratic quality on the pricing of policy instability, China Finance Review International, 10.1108/CFRI-01-2015-0001, 5, 3, (303-334), (2015).
  • Predictability of stock returns of financial companies and the role of investor sentiment: A multi-country analysis, Journal of Financial Stability, 10.1016/j.jfs.2015.09.004, 21, (26-45), (2015).
  • When Is a Firm's Information Asymmetry Priced? The Role of Institutional Investors, International Review of Finance, 10.1111/irfi.12038, 15, 1, (55-88), (2014).
  • Commonality in Liquidity and Real Estate Securities, SSRN Electronic Journal, 10.2139/ssrn.2434072, (2014).
  • Informed Trading through the Accounts of Children, The Journal of Finance, 10.1111/jofi.12043, 69, 1, (363-404), (2014).
  • Order flow and volatility: An empirical investigation, Journal of Empirical Finance, 10.1016/j.jempfin.2014.07.002, 28, (185-201), (2014).
  • Microstructure of the Euro‐Area Government Bond Market, Market Microstructure in Emerging and Developed Markets, 10.1002/9781118681145, (39-58), (2013).
  • The Cost of Short‐Selling Liquid Securities, The Journal of Finance, 10.1111/jofi.12009, 68, 2, (637-664), (2013).
  • A Regime Switching Approach for the Predictability of Returns in International Financial Markets, SSRN Electronic Journal, 10.2139/ssrn.2291237, (2013).
  • The Price Effects of Fannie Mae's Liquidity Provision Activities within the Secondary Market for Mortgage Backed Securities, SSRN Electronic Journal, 10.2139/ssrn.2005274, (2013).
  • Do investors care about credit ratings? An analysis through the cycle, Journal of Financial Stability, 10.1016/j.jfs.2012.11.006, 9, 4, (545-555), (2013).
  • Price Discovery in the U.S. Treasury Market: Automation vs. Intermediation, Management Science, 10.1287/mnsc.1120.1559, 59, 3, (695-714), (2013).
  • Family control, multiple institutional block-holders, and informed trading, The European Journal of Finance, 10.1080/1351847X.2012.696549, 21, 10-11, (826-847), (2012).
  • Does Information Asymmetry Matter to Equity Pricing? Evidence from Firms’ Geographic Location*, Contemporary Accounting Research, 10.1111/j.1911-3846.2011.01147.x, 30, 1, (140-181), (2012).
  • Private Equity Performance and Liquidity Risk, The Journal of Finance, 10.1111/j.1540-6261.2012.01788.x, 67, 6, (2341-2373), (2012).
  • Order Imbalance, Liquidity, and Returns of the U.S. Treasury Market, Review of Pacific Basin Financial Markets and Policies, 10.1142/S0219091512500105, 15, 02, (1250010), (2012).
  • Measuring Bond Mutual Fund Performance with Portfolio Characteristics, SSRN Electronic Journal, 10.2139/ssrn.1100766, (2012).
  • A Hidden Markov Process Approach to Information-Based Trading, SSRN Electronic Journal, 10.2139/ssrn.2021557, (2012).
  • Aggregate Stock Market Illiquidity and Bond Risk Premia, SSRN Electronic Journal, 10.2139/ssrn.2019094, (2012).
  • On the Effects of Private Information on Volatility, SSRN Electronic Journal, 10.2139/ssrn.1840611, (2012).
  • Government Intervention and Strategic Trading in the U.S. Treasury Market, SSRN Electronic Journal, 10.2139/ssrn.1769773, (2012).
  • Trading directions and the pricing of Euro interbank deposits in the long run, Applied Economics Letters, 10.1080/13504851.2012.663467, 19, 18, (1827-1839), (2012).
  • Permanent trading impacts and bond yields, The European Journal of Finance, 10.1080/1351847X.2011.601639, 18, 9, (841-864), (2012).
  • What does PIN identify? Evidence from the T-bill market, Journal of Financial Markets, 10.1016/j.finmar.2011.08.005, 15, 1, (29-46), (2012).
  • Measuring Bond Mutual Fund Performance with Portfolio Characteristics, SSRN Electronic Journal, 10.2139/ssrn.1571721, (2012).
  • Do Investors Care About Credit Ratings? An Analysis Through the Cycle, SSRN Electronic Journal, 10.2139/ssrn.1945312, (2011).
  • The Pricing of Policy Instability in Interest Rates: The China Experience, SSRN Electronic Journal, 10.2139/ssrn.1960292, (2011).
  • The characteristics of informed trading: Implications for asset pricing, Journal of Empirical Finance, 10.1016/j.jempfin.2011.08.001, 18, 5, (782-801), (2011).
  • Insider Trading Regulation and Market Quality: Evidence from American Depositary Receipts, Asia-Pacific Journal of Financial Studies, 10.1111/j.2041-6156.2010.01013.x, 39, 3, (340-360), (2010).
  • Volatility Pricing in the Stock and Treasury Markets, SSRN Electronic Journal, 10.2139/ssrn.1436124, (2010).
  • Dissecting Corporate Bond and CDS Spreads, The Journal of Fixed Income, 10.3905/jfi.2011.20.3.007, 20, 3, (7-39), (2010).
  • The Determinants of Stock and Bond Return Comovements, Review of Financial Studies, 10.1093/rfs/hhq014, 23, 6, (2374-2428), (2010).
  • How important is liquidity risk for sovereign bond risk premia? Evidence from the London stock exchange, Journal of International Economics, 10.1016/j.jinteco.2010.07.007, 82, 2, (219-229), (2010).
  • Volatility Pricing in the Stock and Treasury Markets, SSRN Electronic Journal, 10.2139/ssrn.1571962, (2010).
  • Price discovery in the round-the-clock U.S. Treasury market, Journal of Financial Intermediation, 10.1016/j.jfi.2009.01.001, 18, 3, (464-490), (2009).
  • Firm Characteristics and Informed Trading: Implications for Asset Pricing, SSRN Electronic Journal, 10.2139/ssrn.1334465, (2008).
  • Price Discovery in the Round-the-Clock U.S. Treasury Market, SSRN Electronic Journal, 10.2139/ssrn.1284377, (2008).

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