Dacheng Xiu, Ph.D. - Publications

Affiliations: 
2011 Princeton University, Princeton, NJ 
Area:
Financial Economics, Econometrics

23 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Bybee L, Kelly BT, Manela A, Xiu D. The Structure of Economic News National Bureau of Economic Research. DOI: 10.2139/Ssrn.3446225  0.394
2020 Gu S, Kelly BT, Xiu D. Autoencoder Asset Pricing Models Journal of Econometrics. DOI: 10.2139/Ssrn.3335536  0.439
2020 Feng G, Giglio S, Xiu D. Taming the Factor Zoo: A Test of New Factors Journal of Finance. 75: 1327-1370. DOI: 10.1111/Jofi.12883  0.436
2020 Aït-Sahalia Y, Kalnina I, Xiu D. High-frequency factor models and regressions Journal of Econometrics. 216: 86-105. DOI: 10.1016/J.Jeconom.2020.01.007  0.7
2019 Ke ZT, Kelly BT, Xiu D. Predicting Returns with Text Data National Bureau of Economic Research. DOI: 10.2139/Ssrn.3489226  0.337
2019 Li J, Liu Y, Xiu D. Efficient estimation of integrated volatility functionals via multiscale jackknife Annals of Statistics. 47: 156-176. DOI: 10.1214/18-Aos1684  0.486
2019 Ait-Sahalia Y, Xiu D. Principal Component Analysis of High Frequency Data Journal of the American Statistical Association. 114: 287-303. DOI: 10.1080/01621459.2017.1401542  0.671
2019 Ait-Sahalia Y, Xiu D. A Hausman test for the presence of market microstructure noise in high frequency data Journal of Econometrics. 211: 176-205. DOI: 10.1016/J.Jeconom.2018.12.013  0.688
2019 Dai C, Lu K, Xiu D. Knowing factors or factor loadings, or neither? Evaluating estimators of large covariance matrices with noisy and asynchronous data Journal of Econometrics. 208: 43-79. DOI: 10.1016/J.Jeconom.2018.09.005  0.532
2017 Giglio S, Xiu D. Inference on Risk Premia in the Presence of Omitted Factors National Bureau of Economic Research. DOI: 10.2139/Ssrn.2865922  0.482
2017 Amengual D, Xiu D. Resolution of Policy Uncertainty and Sudden Declines in Volatility Journal of Econometrics. 203: 297-315. DOI: 10.2139/Ssrn.2348137  0.664
2017 Kalnina I, Xiu D. Nonparametric Estimation of the Leverage Effect: A Trade-off between Robustness and Efficiency Journal of the American Statistical Association. 112: 384-396. DOI: 10.1080/01621459.2016.1141687  0.55
2017 Ait-Sahalia Y, Xiu D. Using Principal Component Analysis to Estimate a High Dimensional Factor Model with High-Frequency Data Journal of Econometrics. 201: 384-399. DOI: 10.1016/J.Jeconom.2017.08.015  0.702
2017 Shephard N, Xiu D. Econometric Analysis of Multivariate Realised QML: Estimation of the Covariation of Equity Prices under Asynchronous Trading Journal of Econometrics. 201: 19-42. DOI: 10.1016/J.Jeconom.2017.04.003  0.56
2016 Li J, Xiu D. Generalized Method of Integrated Moments for High‐Frequency Data Econometrica. 84: 1613-1633. DOI: 10.3982/Ecta12306  0.454
2016 Fan J, Furger A, Xiu D. Incorporating Global Industrial Classification Standard into Portfolio Allocation: A Simple Factor-Based Large Covariance Matrix Estimator with High Frequency Data Journal of Business & Economic Statistics. 34: 489-503. DOI: 10.2139/Ssrn.2548613  0.543
2016 Song Z, Xiu D. A tale of two option markets: Pricing kernels and volatility risk Journal of Econometrics. 190: 176-196. DOI: 10.17016/Feds.2014.58  0.475
2016 Ait-Sahalia Y, Xiu D. Increased Correlation Among Asset Classes: Are Volatility or Jumps to Blame, or Both? Journal of Econometrics. 194: 205-219. DOI: 10.1016/J.Jeconom.2016.05.002  0.675
2014 Xiu D. Hermite polynomial based expansion of European option prices Journal of Econometrics. 179: 158-177. DOI: 10.2139/Ssrn.1704588  0.412
2014 Fan J, Qi L, Xiu D. Quasi-Maximum Likelihood Estimation of GARCH Models With Heavy-Tailed Likelihoods Journal of Business and Economic Statistics. 32: 178-191. DOI: 10.1080/07350015.2013.840239  0.475
2012 Aït-Sahalia Y, Xiu D. Likelihood-Based Volatility Estimators in the Presence of Market Microstructure Noise Handbook of Volatility Models and Their Applications. 347-361. DOI: 10.1002/9781118272039.ch14  0.361
2010 Xiu D. Quasi-maximum likelihood estimation of volatility with high frequency data Journal of Econometrics. 159: 235-250. DOI: 10.2139/Ssrn.1269810  0.531
2010 Aït-Sahalia Y, Fan J, Xiu D. High-frequency covariance estimates with noisy and asynchronous financial data Journal of the American Statistical Association. 105: 1504-1517. DOI: 10.1198/Jasa.2010.Tm10163  0.708
Show low-probability matches.