| [1] |
Andrews, D. W. (1993), “Tests for Parameter Instability and Structural Change With Unknown Change Point,” Econometrica, 61, 821-856. · Zbl 0795.62012 |
| [2] |
Bai, J. (1995), “Least Absolute Deviation Estimation of a Shift,” Econometric Theory, 11, 403-436. |
| [3] |
Bai, J. (1997), “Estimation of a Change Point in Multiple Regression Models,” The Review of Economics and Statistics, 79, 551-563. |
| [4] |
Bai, J. (2010), “Common Breaks in Means and Variances for Panel Data,” Journal of Econometrics, 157, 78-92. · Zbl 1431.62353 |
| [5] |
Bai, J., Han, X., and Shi, Y. (2018), “Estimation and Inference of Change Points in High Dimensional Factor Models,” available at SSRN 2875193. |
| [6] |
Bai, J., and Ng, S. (2008), “Recent Developments in Large Dimensional Factor Analysis,” Technical Report, Working Paper, Mimeo. |
| [7] |
Bai, J., and Perron, P. (1998), “Estimating and Testing Linear Models With Multiple Structural Changes,”Econometrica, 66, 47-78. · Zbl 1056.62523 |
| [8] |
Baltagi, B. H., Feng, Q., and Kao, C. (2016), “Estimation of Heterogeneous Panels With Structural Breaks,”Journal of Econometrics, 191, 176-195. · Zbl 1390.91250 |
| [9] |
Brüggemann, R., Härdle, W., Mungo, J., and Trenkler, C. (2008), “VAR Modeling for Dynamic Loadings Driving Volatility Strings,”Journal of Financial Econometrics, 6, 361-381. |
| [10] |
Cheng, X., Liao, Z., and Schorfheide, F. (2016), “Shrinkage Estimation of High-Dimensional Factor Models With Structural Instabilities,”The Review of Economic Studies, 83, 1511-1543. · Zbl 1409.62143 |
| [11] |
Connor, G., Hagmann, M., and Linton, O. (2012), “Efficient Semiparametric Estimation of the Fama-French Model and Extensions,”Econometrica, 80, 713-754. · Zbl 1274.91485 |
| [12] |
Dette, H., and Wied, D. (2016), “Detecting Relevant Changes in Time Series Models,”Journal of the Royal Statistical Society, Series B, 78, 371-394. · Zbl 1414.62360 |
| [13] |
Fan, J., Liao, Y., and Wang, W. (2016), “Projected Principal Component Analysis in Factor Models,” Annals of Statistics, 44, 219. · Zbl 1331.62295 |
| [14] |
Fengler, M. R., Härdle, W. K., and Mammen, E. (2007), “A Semiparametric Factor Model for Implied Volatility Surface Dynamics,” Journal of Financial Econometrics, 5, 189-218. DOI: . |
| [15] |
Galvão, A. B. C. (2006), “Structural Break Threshold VARs for Predicting US Recessions Using the Spread,” Journal of Applied Econometrics, 21, 463-487. |
| [16] |
Härdle, W. K., Hautsch, N., and Mihoci, A. (2012), “Modelling and Forecasting Liquidity Supply Using Semiparametric Factor Dynamics,”Journal of Empirical Finance, 19, 610-625. |
| [17] |
Härdle, W. K., and Majer, P. (2016), “Yield Curve Modeling and Forecasting Using Semiparametric Factor Dynamics,” The European Journal of Finance, 22, 1109-1129. DOI: . |
| [18] |
Huang, Y., Loungani, P., and Wang, G. (2014), “Minimum Wages and Firm Employment: Evidence From China,” IMF Working Paper. |
| [19] |
Jirak, M. (2015), “Uniform Change Point Tests in High Dimension,” The Annals of Statistics, 43, 2451-2483. DOI: . · Zbl 1327.62467 |
| [20] |
Ma, S., and Su, L. (2016), “Estimation of Large Dimensional Factor Models With an Unknown Number of Breaks,”Journal of Econometrics, 207, 1-29. · Zbl 1452.62414 |
| [21] |
Manner, H., Stark, F., and Wied, D. (2019), “Testing for Structural Breaks in Factor Copula Models,”Journal of Econometrics, 208, 324-345. · Zbl 1452.62388 |
| [22] |
Mihoci, A. (2017), “Modelling Limit Order Book Volume Covariance Structures,” Advances in Statistical Methodologies and Their Application to Real Problems, 187. |
| [23] |
Newey, W. K. (1997), “Convergence Rates and Asymptotic Normality for Series Estimators,” Journal of Econometrics, 79, 147-168. DOI: . · Zbl 0873.62049 |
| [24] |
Park, B. U., Mammen, E., Härdle, W., and Borak, S. (2009), “Time Series Modelling With Semiparametric Factor Dynamics,”Journal of the American Statistical Association, 104, 284-298. · Zbl 1388.62264 |
| [25] |
Preuß, P., Puchstein, R., and Dette, H. (2015), “Detection of Multiple Structural Breaks in Multivariate Time Series,”Journal of the American Statistical Association, 110, 654-668. · Zbl 1373.62454 |
| [26] |
Scott, A. J., and Knott, M. (1974), “A Cluster Analysis Method for Grouping Means in the Analysis of Variance,”Biometrics, 30, 507-512. · Zbl 0284.62044 |
| [27] |
Shao, X., and Zhang, X. (2010), “Testing for Change Points in Time Series,”Journal of the American Statistical Association, 105, 1228-1240. · Zbl 1390.62184 |
| [28] |
Stock, J. H., and Watson, M. W. (2011), “Dynamic Factor Models,” Oxford Handbook of Economic Forecasting, 1, 35-59. |
| [29] |
Stryhn, H. (1996), “The Location of the Maximum of Asymmetric Two-Sided Brownian Motion With Triangular Drift,” Statistics & Probability Letters, 29, 279-284. · Zbl 1059.60504 |
| [30] |
Trück, S., Hardle, W., and Weron, R. (2014), “The Relationship Between Spot and Futures CO_2 Emission Allowance Prices in the EU-ETS,”Emission Trading Systems as a Climate Policy Instrument-Evaluation and Prospects. MIT Press. |
| [31] |
van Bömmel, A., Song, S., Majer, P., Mohr, P. N., Heekeren, H. R., and Härdle, W. K. (2014), “Risk Patterns and Correlated Brain Activities. Multidimensional Statistical Analysis of FMRI Data in Economic Decision Making Study,”Psychometrika, 79, 489-514. · Zbl 1308.62205 |
| [32] |
Wied, D., Krämer, W., and Dehling, H. (2012), “Testing for a Change in Correlation at an Unknown Point in Time Using an Extended Functional Delta Method,”Econometric Theory, 28, 570-589. · Zbl 1239.91187 |
| [33] |
Wu, W. B., and Zhao, Z. (2007), “Inference of Trends in Time Series,” Journal of the Royal Statistical Society, Series B, 69, 391-410. DOI: . · Zbl 07555358 |
