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UQO Working Paper No. 7 — Options-implied information for cross-asset return and volatility prediction: evidence from 3.8B option contracts.

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1% =============================================================================2% Author: Simon-Pierre Boucher3% Contact: contact [at] spboucher.ai4%   (the at-sign is spelled out because BibTeX treats a literal one, even in5%    a comment line, as the start of a new entry)6% =============================================================================7% Converted from the manual thebibliography of the original draft (37 entries,8% all cited). Metadata reproduced faithfully from the author's entries.910@article{acharya2017measuring,11  author  = {Acharya, Viral V. and Pedersen, Lasse H. and Philippon, Thomas and Richardson, Matthew},12  year    = {2017},13  title   = {Measuring systemic risk},14  journal = {Review of Financial Studies},15  volume  = {30},16  number  = {1},17  pages   = {2--47},18}1920@article{an2014joint,21  author  = {An, Byeong-Je and Ang, Andrew and Bali, Turan G. and Cakici, Nusret},22  year    = {2014},23  title   = {The joint cross section of stocks and options},24  journal = {Journal of Finance},25  volume  = {69},26  number  = {5},27  pages   = {2279--2337},28}2930@article{andersen2003modeling,31  author  = {Andersen, Torben G. and Bollerslev, Tim and Diebold, Francis X. and Labys, Paul},32  year    = {2003},33  title   = {Modeling and forecasting realized volatility},34  journal = {Econometrica},35  volume  = {71},36  number  = {2},37  pages   = {579--625},38}3940@article{avellaneda2003weighted,41  author  = {Avellaneda, Marco and Lipkin, Michael D.},42  year    = {2003},43  title   = {A market-induced mechanism for stock pinning},44  journal = {Quantitative Finance},45  volume  = {3},46  number  = {6},47  pages   = {417--425},48}4950@unpublished{bali2019option,51  author = {Bali, Turan G. and Hu, Jianfeng and Murray, Scott},52  year   = {2019},53  title  = {Option implied volatility, skewness, and kurtosis and the cross-section of expected stock returns},54  note   = {Working Paper, Georgetown University},55}5657@article{barbon2022option,58  author  = {Barbon, Andrea and Buraschi, Andrea},59  year    = {2022},60  title   = {Gamma fragility},61  journal = {Journal of Financial Economics},62  volume  = {143},63  number  = {1},64  pages   = {316--348},65}6667@article{bekaert2014asymmetric,68  author  = {Bekaert, Geert and Hoerova, Marie},69  year    = {2014},70  title   = {The {VIX}, the variance premium and stock market volatility},71  journal = {Journal of Econometrics},72  volume  = {183},73  number  = {2},74  pages   = {181--192},75}7677@article{black1975fact,78  author  = {Black, Fischer},79  year    = {1975},80  title   = {Fact and fantasy in the use of options},81  journal = {Financial Analysts Journal},82  volume  = {31},83  number  = {4},84  pages   = {36--41},85}8687@article{black1973pricing,88  author  = {Black, Fischer and Scholes, Myron},89  year    = {1973},90  title   = {The pricing of options and corporate liabilities},91  journal = {Journal of Political Economy},92  volume  = {81},93  number  = {3},94  pages   = {637--654},95}9697@article{blair2001forecasting,98  author  = {Blair, Bevan J. and Poon, Ser-Huang and Taylor, Stephen J.},99  year    = {2001},100  title   = {Forecasting {S\&P}~100 volatility},101  journal = {Journal of Econometrics},102  volume  = {105},103  number  = {1},104  pages   = {5--26},105}106107@article{bollerslev2009expected,108  author  = {Bollerslev, Tim and Tauchen, George and Zhou, Hao},109  year    = {2009},110  title   = {Expected stock returns and variance risk premia},111  journal = {Review of Financial Studies},112  volume  = {22},113  number  = {11},114  pages   = {4463--4492},115}116117@article{bucci2020realized,118  author  = {Bucci, Andrea},119  year    = {2020},120  title   = {Realized volatility forecasting with neural networks},121  journal = {Journal of Financial Econometrics},122  volume  = {18},123  number  = {3},124  pages   = {502--531},125}126127@article{busch2011role,128  author  = {Busch, Thomas and Christensen, Bent Jesper and Nielsen, Morten {\O}rregaard},129  year    = {2011},130  title   = {The role of implied volatility in forecasting future realized volatility},131  journal = {Journal of Econometrics},132  volume  = {160},133  number  = {1},134  pages   = {48--57},135}136137@article{buss2012more,138  author  = {Buss, Adrian and Vilkov, Grigory},139  year    = {2012},140  title   = {Measuring equity risk with option-implied correlations},141  journal = {Review of Financial Studies},142  volume  = {25},143  number  = {10},144  pages   = {3113--3140},145}146147@article{cameron2011robust,148  author  = {Cameron, A. Colin and Gelbach, Jonah B. and Miller, Douglas L.},149  year    = {2011},150  title   = {Robust inference with multiway clustering},151  journal = {Journal of Business \& Economic Statistics},152  volume  = {29},153  number  = {2},154  pages   = {238--249},155}156157@article{cao2005informational,158  author  = {Cao, Charles and Chen, Zhiwu and Griffin, John M.},159  year    = {2005},160  title   = {Informational content of option volume prior to takeovers},161  journal = {Journal of Business},162  volume  = {78},163  number  = {3},164  pages   = {1073--1109},165}166167@article{carr2009variance,168  author  = {Carr, Peter and Wu, Liuren},169  year    = {2009},170  title   = {Variance risk premiums},171  journal = {Review of Financial Studies},172  volume  = {22},173  number  = {3},174  pages   = {1311--1341},175}176177@article{christensen1998relation,178  author  = {Christensen, Bent Jesper and Prabhala, Nagpurnanand R.},179  year    = {1998},180  title   = {The relation between implied and realized volatility},181  journal = {Journal of Financial Economics},182  volume  = {50},183  number  = {2},184  pages   = {125--150},185}186187@article{christensen2023machine,188  author  = {Christensen, Kim and Siggaard, Mathias and Veliyev, Bezirgen},189  year    = {2023},190  title   = {A machine learning approach to volatility forecasting},191  journal = {Journal of Financial Econometrics},192  volume  = {21},193  number  = {5},194  pages   = {1680--1727},195}196197@article{corsi2009simple,198  author  = {Corsi, Fulvio},199  year    = {2009},200  title   = {A simple approximate long-memory model of realized volatility},201  journal = {Journal of Financial Econometrics},202  volume  = {7},203  number  = {2},204  pages   = {174--196},205}206207@article{cremers2010deviations,208  author  = {Cremers, Martijn and Weinbaum, David},209  year    = {2010},210  title   = {Deviations from put-call parity and stock return predictability},211  journal = {Journal of Financial and Quantitative Analysis},212  volume  = {45},213  number  = {2},214  pages   = {335--367},215}216217@article{diebold1995comparing,218  author  = {Diebold, Francis X. and Mariano, Roberto S.},219  year    = {1995},220  title   = {Comparing predictive accuracy},221  journal = {Journal of Business \& Economic Statistics},222  volume  = {13},223  number  = {3},224  pages   = {253--263},225}226227@article{driessen2009price,228  author  = {Driessen, Joost and Maenhout, Pascal J. and Vilkov, Grigory},229  year    = {2009},230  title   = {The price of correlation risk},231  journal = {Journal of Finance},232  volume  = {64},233  number  = {3},234  pages   = {1377--1406},235}236237@article{easley1998option,238  author  = {Easley, David and O'Hara, Maureen and Srinivas, P.S.},239  year    = {1998},240  title   = {Option volume and stock prices},241  journal = {Journal of Finance},242  volume  = {53},243  number  = {2},244  pages   = {431--465},245}246247@article{fama1973risk,248  author  = {Fama, Eugene F. and MacBeth, James D.},249  year    = {1973},250  title   = {Risk, return, and equilibrium: {E}mpirical tests},251  journal = {Journal of Political Economy},252  volume  = {81},253  number  = {3},254  pages   = {607--636},255}256257@article{ge2016informed,258  author  = {Ge, Li and Lin, Tse-Chun and Pearson, Neil D.},259  year    = {2016},260  title   = {Why does the option to stock volume ratio predict stock returns?},261  journal = {Journal of Financial Economics},262  volume  = {120},263  number  = {3},264  pages   = {601--622},265}266267@article{gu2020empirical,268  author  = {Gu, Shihao and Kelly, Bryan and Xiu, Dacheng},269  year    = {2020},270  title   = {Empirical asset pricing via machine learning},271  journal = {Review of Financial Studies},272  volume  = {33},273  number  = {5},274  pages   = {2223--2273},275}276277@article{hansen2012realized,278  author  = {Hansen, Peter R. and Huang, Zhuo and Shek, Howard H.},279  year    = {2012},280  title   = {Realized {GARCH}: {A} joint model for returns and realized measures of volatility},281  journal = {Journal of Applied Econometrics},282  volume  = {27},283  number  = {6},284  pages   = {877--906},285}286287@article{hu2014does,288  author  = {Hu, Jianfeng},289  year    = {2014},290  title   = {Does option trading convey stock price information?},291  journal = {Journal of Financial Economics},292  volume  = {111},293  number  = {3},294  pages   = {625--645},295}296297@article{johnson2012option,298  author  = {Johnson, Travis L. and So, Eric C.},299  year    = {2012},300  title   = {The option to stock volume ratio and future returns},301  journal = {Journal of Financial Economics},302  volume  = {106},303  number  = {2},304  pages   = {262--286},305}306307@article{kelly2014tail,308  author  = {Kelly, Bryan and Jiang, Hao},309  year    = {2014},310  title   = {Tail risk and asset prices},311  journal = {Review of Financial Studies},312  volume  = {27},313  number  = {10},314  pages   = {2841--2871},315}316317@article{manaster1982option,318  author  = {Manaster, Steven and Rendleman, Richard J.},319  year    = {1982},320  title   = {Option prices as predictors of equilibrium stock prices},321  journal = {Journal of Finance},322  volume  = {37},323  number  = {4},324  pages   = {1043--1057},325}326327@article{ni2009does,328  author  = {Ni, Sophie X. and Pearson, Neil D. and Poteshman, Allen M. and White, Joshua},329  year    = {2009},330  title   = {Does option trading convey stock price information?},331  journal = {Journal of Finance},332  volume  = {60},333  number  = {3},334  pages   = {1049--1084},335}336337@article{pan2006information,338  author  = {Pan, Jun and Poteshman, Allen M.},339  year    = {2006},340  title   = {The information in option volume for future stock prices},341  journal = {Review of Financial Studies},342  volume  = {19},343  number  = {3},344  pages   = {871--908},345}346347@article{patton2015good,348  author  = {Patton, Andrew J. and Sheppard, Kevin},349  year    = {2015},350  title   = {Good volatility, bad volatility},351  journal = {Review of Economics and Statistics},352  volume  = {97},353  number  = {3},354  pages   = {683--697},355}356357@article{stilger2017puzzle,358  author  = {Stilger, Przemys{\l}aw S. and Kostakis, Alexandros and Poon, Ser-Huang},359  year    = {2017},360  title   = {What does risk-neutral skewness tell us about future stock returns?},361  journal = {Management Science},362  volume  = {63},363  number  = {6},364  pages   = {1814--1834},365}366367@article{xing2010does,368  author  = {Xing, Yuhang and Zhang, Xiaoyan and Zhao, Rui},369  year    = {2010},370  title   = {What does the individual option volatility smirk tell us about future equity returns?},371  journal = {Journal of Financial and Quantitative Analysis},372  volume  = {45},373  number  = {3},374  pages   = {641--662},375}376377% --- Added in revision 1.1 (extended robustness analyses) ---378379@article{white1980heteroskedasticity,380  author  = {White, Halbert},381  year    = {1980},382  title   = {A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity},383  journal = {Econometrica},384  volume  = {48},385  number  = {4},386  pages   = {817--838},387}388389@article{newey1987simple,390  author  = {Newey, Whitney K. and West, Kenneth D.},391  year    = {1987},392  title   = {A simple, positive semi-definite, heteroskedasticity and autocorrelation consistent covariance matrix},393  journal = {Econometrica},394  volume  = {55},395  number  = {3},396  pages   = {703--708},397}398399@article{petersen2009estimating,400  author  = {Petersen, Mitchell A.},401  year    = {2009},402  title   = {Estimating standard errors in finance panel data sets: {C}omparing approaches},403  journal = {Review of Financial Studies},404  volume  = {22},405  number  = {1},406  pages   = {435--480},407}408409@article{koenker1978regression,410  author  = {Koenker, Roger and Bassett, Gilbert},411  year    = {1978},412  title   = {Regression quantiles},413  journal = {Econometrica},414  volume  = {46},415  number  = {1},416  pages   = {33--50},417}418419@article{harvey2016and,420  author  = {Harvey, Campbell R. and Liu, Yan and Zhu, Heqing},421  year    = {2016},422  title   = {{\ldots} and the cross-section of expected returns},423  journal = {Review of Financial Studies},424  volume  = {29},425  number  = {1},426  pages   = {5--68},427}428429@article{welch2008comprehensive,430  author  = {Welch, Ivo and Goyal, Amit},431  year    = {2008},432  title   = {A comprehensive look at the empirical performance of equity premium prediction},433  journal = {Review of Financial Studies},434  volume  = {21},435  number  = {4},436  pages   = {1455--1508},437}438439@article{campbell2008predicting,440  author  = {Campbell, John Y. and Thompson, Samuel B.},441  year    = {2008},442  title   = {Predicting excess stock returns out of sample: {C}an anything beat the historical average?},443  journal = {Review of Financial Studies},444  volume  = {21},445  number  = {4},446  pages   = {1509--1531},447}448449@article{fama2008dissecting,450  author  = {Fama, Eugene F. and French, Kenneth R.},451  year    = {2008},452  title   = {Dissecting anomalies},453  journal = {Journal of Finance},454  volume  = {63},455  number  = {4},456  pages   = {1653--1678},457}458