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Firms’ financial flexibility and the profitability of style investing\ud



This thesis examines how firms’ financial flexibility affects the profitability of three of the most commonly used style investing strategies. They are the value-growth trading strategy (going long on stocks with high Book-to-Market ratio and short on stocks with low Book-to-Market ratio), the momentum trading strategy (going long on stocks that have performed well and short on stocks that have performed poorly recently), and the accruals based trading strategy (going long on stocks with low accruals and short on stocks with high accruals). \ud \ud The findings suggest the value premium exists when controlling for risks using the Fama and French three factor model. However, it is explained when the risk factors are conditioned on firms’ investment irreversibility and the business cycle. Next, the momentum profit can be explained by (a) adjusting returns for risks using the Fama and French model that is conditioned on firms’ financial constraints and the business cycle, and (b) accounting for the interaction between the momentum profit and firms’ investments beyond the risk-return relationship. Finally, the accruals based trading strategy is most successful at the two ends of the financial inflexibility spectrum, supporting both an explanation based on the risk-return relationship and an explanation based on the catering theory. When controlling for the cyclicality in stock returns, the strategy ceases to be profitable.\ud \ud The results suggest that the understanding of corporate investment decisions can help improve the understanding of securities markets and portfolio investment strategies. There are a few lessons that investors can learn from the findings of this thesis. Value-growth investors should focus on value and growth firms with high investment irreversibility gap. Momentum investors should pursue the trading strategy among firms with high financial constraints and during economic upturns. They could also benefit from forming their portfolio from past winners and past losers with high investment gaps. Accruals based investors would benefit from pursuing the strategy among firms with high investment and financing flexibility and during economic upturns

Topics: Style investing, Stock returns, Financial flexibility
Year: 2011
OAI identifier: oai:etheses.dur.ac.uk:771
Provided by: Durham e-Theses

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  1. (2002). A conditional multifactor analysis of return momentum’, doi
  2. (1977). A critique of the asset pricing theory’s tests – Part I: On past and potential testability of the theory’, doi
  3. (1996). A cross-sectional test of an investment-based asset pricing model’, doi
  4. (1998). A model of investor sentiment’, doi
  5. (2004). A new estimate of transaction costs’, doi
  6. (2010). A resolution of the distress risk and leverage puzzles in the cross section of stock returns’, doi
  7. (1987). A simple positive semi-definite, heteroskedasticity and autocorrelation consistent covariance matrix’, doi
  8. (1987). A simple positive semi-definite, heteroskedasticity and autocorrelation consistent covariance matrix’, Econometrica, doi
  9. (2009). A tale of two strategies: cash flow, accruals, and the role of investor sentiment’, doi
  10. (2009). A tale of two strategies: cash flow, accruals, and the role of investor sentiment’, SSGA Working paper, Available at SSRN: http://ssrn.com/abstract=1327769, doi
  11. (1999). A unified theory of underreaction, momentum trading and overreaction in asset markets’, doi
  12. (2005). Accrual reliability, earnings persistence and stock prices’, doi
  13. (2008). Accruals, capital investments, and stock returns’, doi
  14. (2003). Accrued earnings and growth: Implications for future profitability and market mispricing’, doi
  15. (2006). Agency theory of overvalued equity as an explanation for the accrual anomaly’, doi
  16. (1998). Alternative factor specifications, security characteristics, and the cross-section of expected stock returns’, doi
  17. (2010). An alternative three-factor model’, Working Paper, doi
  18. (2006). An analysis of the theories and explanations offered for the mispricing of accruals and accrual components’, doi
  19. (2007). and the accrual anomaly’, The Accounting Review, doi
  20. (2003). Arbitrage risk and the book-to-market anomaly’, doi
  21. (2008). Are accruals mispriced? Evidence from tests of an Intertemporal Capital Asset Pricing Model’, doi
  22. (2004). Are momentum profits robust to trading costs’, doi
  23. (1987). Asset Allocation Tools, doi
  24. (1992). Asset allocation: management style and performance measurement’, doi
  25. (2008). Asset growth and the crosssection of stock returns’, doi
  26. (2006). Asset pricing implications of nonconvex adjustment costs and irreversibility of investment’, doi
  27. (2006). Asset pricing models and financial market anomalies’, doi
  28. (2010). Available at http://www.gutenberg.org/files/2412/2412-h/2412-h.htm,
  29. (2000). Bad news travels slowly: Size, analyst coverage, and the profitability of momentum strategies’, doi
  30. (1997). Benefits of proper style classification of equity portfolio managers’, doi
  31. (2002). Book-to-Market equity, distress risk, and stock returns’, doi
  32. (2002). business cycle and time varying expected returns’, doi
  33. (1999). By force of habit: A consumption-based explanation of aggregate stock market behavior’, doi
  34. (1964). Capital asset prices: a theory of market equilibrium under conditions of risk’, doi
  35. (2004). Capital investments and stock returns’, doi
  36. (2009). Capital market imperfections and the sensitivity of investment to stock prices’, doi
  37. (1993). Common Risk Factors in the Returns on Stocks and Bonds’, doi
  38. (2010). Conditional asset pricing and stock market anomalies in doi
  39. (2006). Consumer confidence and asset prices: some empirical evidence’, doi
  40. (2005). Consumption risk and the cross section of expected returns’, doi
  41. (1994). Contrarian investment, extrapolation, and risk’, doi
  42. (2004). Corporate investment and asset price dynamics: implications for the cross-section of returns’, doi
  43. (1997). Credit cycles’, doi
  44. (2010). Data snooping and the global accrual anomaly’, Working paper, doi
  45. (2010). Deferred taxes in the context of the unit problem’,
  46. (2010). Detail for 49 Industry Portfolios’, Available at http://mba.tuck.dartmouth.edu/pages/faculty/ken.french/Data_Library/det_
  47. (2010). Detail for 49 Industry Portfolios’, Available at http://mba.tuck.dartmouth.edu/pages/faculty/ken.french/Data_Library/det_ 49_ind_port.html,
  48. (1986). Determinants of portfolio performance’, doi
  49. (1988). Determining a fund’s effective asset mix’,
  50. (2002). Differences of opinion and the cross section of stock returns’, doi
  51. (2008). Dissecting anomalies’, doi
  52. (2006). Divergence of opinion and equity returns,’ doi
  53. (2004). Divergent opinions and the performance of value stocks’, doi
  54. (2009). Dividends and price momentum’, doi
  55. (2005). dividends, and the cross section of equity returns’, doi
  56. (2008). Do mutual funds profit from the accruals anomaly?’, doi
  57. (1996). Do stock prices fully reflect information in accruals and cash flows about future earnings?’, The Accounting Review, doi
  58. (2006). Do the Fama-French factors proxy for innovations in predictive variables?’, doi
  59. (2008). Does the financial distress risk drive the momentum anomaly?’, doi
  60. (1985). Does the stock market overreact?’, doi
  61. (2001). Downside risk and the momentum effect’, NBER Working paper, doi
  62. (2006). Dynamic style preferences of individual investors and stock returns’, doi
  63. (2006). Earnings quality and stock returns’, doi
  64. (2002). Earnings surprises, growth expectations and stock returns or Don’t let an earnings torpedo sink your portfolio’, Review of Accounting Studies, doi
  65. (1989). Earnings yields, market values, and stock returns’, doi
  66. (1997). Efficiency of mutual funds and portfolio performance measurement: A non-parametric approach’, doi
  67. (2006). Empirical evidence on capital investment, growth options, and security returns’, doi
  68. (2003). Equilibrium cross section of returns’, doi
  69. (2005). Evaluating the ‘accrual-fixation’ hypothesis as an explanation for the accrual anomaly’, AAA doi
  70. (1990). Evidence of predictable behavior of security returns’, doi
  71. (1996). Expectations and the cross-section of stock returns’, doi
  72. (2007). Financial constraints, asset tangibility, and corporate investment’, doi
  73. (2009). Financial constraints, debt capacity, and the cross-section of stock returns’, doi
  74. (1991). Financial investment opportunities and the macroeconomy’, doi
  75. (2009). Financially constrained stock returns’, doi
  76. (2007). Financing constraints, irreversibility, and investment dynamics’, doi
  77. (2005). Firm productivity, heterogeneity, sunk costs and market selection’, doi
  78. (2007). Firm-specific attributes and the cross-section of momentum’, doi
  79. (2002). Fiscal year end choice: determinants and dynamics’, doi
  80. (1991). Fundamentals and stock returns in Japan’, doi
  81. (2009). gone? The demise of the accruals anomaly’, Working paper, doi
  82. (1997). Good News for Value Stocks: Further Evidence on Market Efficiency’, doi
  83. (1997). Growth vs. Value Investing: And the winner is …’,
  84. (2003). Handbook of the Economics of Finance, doi
  85. (2010). Illuminating the accruals anomaly’, CFA Institute Magazine, doi
  86. (2008). In search of distress risk’, doi
  87. Information asymmetry, monitoring, and the placement structure of corporate debt’, doi
  88. (1999). Information asymmetry, valuation, and the corporate spin-off decision’, doi
  89. (1998). International momentum strategies’, doi
  90. (1993). International value and growth stock returns’, doi
  91. (2002). Inventory changes and future returns’, Review of Accounting Studies,
  92. (1977). Investment Performance of common stocks in relation to their PriceEarnings ratios: A test of the efficient markets hypothesis’, doi
  93. (2006). Investor sentiment and the cross-section of stock returns’, doi
  94. (2009). Investor sentiment, accruals anomaly, and accruals management’, doi
  95. (2009). Investor sentiment, post-earnings announcement drift, and accruals’, doi
  96. (2005). Is the Accrual Anomaly a Global Anomaly?’, doi
  97. (1998). Is the risk of bankruptcy a systematic risk?’, doi
  98. (2005). Is value riskier than growth?’, doi
  99. (2006). Labor income and predictable stock returns’, doi
  100. (2007). Lazy investors, discretionary consumption, and the cross-section of stock returns’, doi
  101. (2003). Liquidity risk and expected stock returns’, doi
  102. (1999). Local return factors and turnover in emerging stock markets’, doi
  103. (1968). Low price – earnings ratios and industry relatives’, doi
  104. (1990). Market concentration, contestability and sunk costs’, doi
  105. (2006). Market states and international momentum strategies’, The Quarterly Review of Economics and Finance, doi
  106. (2004). Market states and momentum’, doi
  107. (2005). Measurement efficiency and productivity in SAS/OR’, doi
  108. (1978). Measuring the efficiency of decision making units’, doi
  109. (1981). Misspecification of Capital Asset Pricing – Empirical anomalies based on earnings’ yield and market values’,
  110. (2007). Momentum and credit rating’, doi
  111. (2003). Momentum investing and business cycle risk: Evidence from pole to pole’, doi
  112. (2004). Momentum investing: a survey’, doi
  113. (2008). Momentum profits, factor pricing, and macroeconomic risk’, doi
  114. (2008). Momentum profits, factor pricing, and macroeconomic risk’, Review of Financial Studies, doi
  115. (1996). Multifactor Explanations of Asset Pricing Anomalies’, doi
  116. (1999). New facts in finance’, Economic Perspectives, doi
  117. (2000). New paradigm or same old hype in equity investing?’, doi
  118. (2003). News related to future GDP growth as a risk factor in equity returns’, doi
  119. (1997). On persistence in mutual fund performance’, doi
  120. (1992). On the estimation of beta-pricing models’, doi
  121. (2007). On the importance of measuring payout yield: Implications for empirical asset pricing’, doi
  122. (1999). Optimal investment, growth options, and security returns’, doi
  123. (1985). Persuasive evidence of market efficiency’, doi
  124. (2007). Price informativeness and investment sensitivity to stock price’, doi
  125. (1968). Price ratios in relation to investment results’, doi
  126. (1960). Price-Earnings Ratios’, Financial Analysts Journal, doi
  127. (2010). Product market competition, insider trading, and stock market efficiency’, doi
  128. (1991). Production-based asset pricing and the link between stock returns and economic fluctuations’, doi
  129. (2001). Profitability of momentum strategies: An evaluation of alternative explanations’, doi
  130. (2005). Prospect theory, mental accounting, and momentum’, doi
  131. (2002). Rational momentum effects’, doi
  132. (1967). Relative strength as a criterion for investment selection’, doi
  133. (2001). Resurrecting the (C)CAPM: A cross-sectional test when risk premia are time-varying’, doi
  134. (1993). Returns to buying winners and selling losers: Implications for market efficiency’, doi
  135. (1997). Returns to contrarian investment strategies: Tests of naïve expectations hypotheses’, doi
  136. (2005). Security analysis and investment strategy, doi
  137. (1940). Security Analysis, doi
  138. (2009). Short arbitrage, return asymmetry and the accrual anomaly’, Working paper, Available at SSRN: doi
  139. (2005). Short sales, institutional investors and the cross-section of stock returns’, doi
  140. (2006). Short-sale constraints, differences of opinion and overvaluation’, doi
  141. (1992). Simple technical trading rules and the stochastic properties of stock returns’, doi
  142. (1995). Size and book-to-market factors in earnings and returns’, doi
  143. (2000). size and momentum be risk factors that predict economic growth?’, doi
  144. (1992). Stock price and degree of neglect as determinants of stock returns’, doi
  145. (1991). Structural and return characteristics of small and large firms’, doi
  146. (2008). Style investing and institutional investors’, doi
  147. (2003). Style investing’, doi
  148. (2009). Ten stock market myths that bedevil investors: John Dorfman’, Bloomberg News, Available at
  149. (2004). Testing behavioral finance theories using trends and consistency in financial performance’, doi
  150. (2005). Testing behavioural finance models of market underand overreaction: do they really work?’, Working paper, doi
  151. (2007). The accrual anomaly: International evidence’, The Accounting Review, doi
  152. (1996). The conditional CAPM and the cross-section of expected returns’, doi
  153. (1997). The Costs of Equity Capital’, doi
  154. (2010). The cross-section of expected stock returns: What have we learnt from the past twenty-five years of research?’, doi
  155. (1992). The Cross-Section of Expected Stock Returns’, doi
  156. (1979). The effect of personal taxes and dividends and capital asset prices: theory and empirical evidence’, doi
  157. (2006). The implications of accounting distortions and growth for accruals and profitability’, The Accounting Review, doi
  158. (1997). The limits of arbitrage’, doi
  159. (2001). The mispricing of abnormal accruals’, The Accounting Review, doi
  160. (2005). The mutual fund industry sixty years later: For better or worse?’, doi
  161. (2006). The persistence of the accruals anomaly’, doi
  162. (2010). The q-theory approach to understanding the accrual anomaly’, doi
  163. (1981). The relationship between return and market value of common stocks’, doi
  164. (2009). The stock market and corporate investment: a test of catering theory’, doi
  165. (2009). The stock market and corporate investment: a test of catering theory’, Review of Financial Studies, doi
  166. (1990). The stock market and investment: is the market a sideshow?’, doi
  167. (1940). The timeless wisdom of Graham and Dodd’, Preface to the sixth edition, in
  168. (1965). The valuation of risk assets and the selection of risky investments in stock portfolios and capital budgets’, doi
  169. (2005). The value premium’, doi
  170. (1995). The world price of foreign exchange risk’, doi
  171. (2002). Thinking through categories’, Working paper,
  172. (2010). Unbundling common style exposures, time variance and style timing of hedge fund beta’, doi
  173. (1977). Uncertainty, and Divergence of Opinion’, doi
  174. (2008). Underreaction to dividend reductions and omissions?’, doi
  175. (2001). Understanding the nature of the risks and the source of the rewards to momentum investment’, Review of Financial Studies, doi
  176. (2004). Value and growth invest: Review and update’, doi
  177. (1998). Value versus growth: The international evidence’, doi
  178. (2008). Value versus Growth: Time-varying expected stock returns’, Working paper doi
  179. (2004). Value-glamour and accruals mispricing: one anomaly or two?’, doi
  180. (2003). When does the market matter? Stock prices and investment of equity-dependent firms’, doi
  181. (2010). Which firms follow the market? An analysis of corporate investment decisions’, doi
  182. (2006). Why is the accrual anomaly not arbitraged away? The role of idiosyncratic risk and transaction costs’, doi
  183. (2006). Working paper, doi
  184. (2006). Yield spreads as alternative risk factors for size and book-tomarket’, doi

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