RESEARCH PAPERS:

Zhang, C. and Yin, X (2010). Trending time-varying coefficient market models. Quantitative Finance

Zhu, L-P, Yin, X. and Zhu, L. (2010). Dimension reduction for correlated data: an alternating inverse regression. Journal of Computational and Graphical Statistics

Yin, X. (2010). Sufficient dimension reduction in regression. Book chapter in `the analysis of high-dimensional data'. Ed. X. Shen and T. Cai. World Scientific, New Jersey.

Iaci, R. Sriram, T. N. and Yin, X. (2009). Multivariate association and dimension reduction: A Generalization of Canonical Correlation Analysis. Biometrics

Yin, X. and Li, B. (2009). A note on the invariance law for surrogate dimension reduction. Communications in Statistics: Theory and Methods

Park, J. Sriram, T. N. and Yin, X. (2010). Dimension reduction in time series. Statistica Sinica , 20, 747-770.

Li, L. and Yin, X. (2009). Longitudinal Data Analysis using Sufficient Dimension Reduction Method. Journal of Computational Statistics and Data Analysis , 53, 4106-4115.

Park, J. Sriram, T. N. and Yin, X. (2009). Central mean subspace in time series. Journal of Computational and Graphical Statistics , 18, 717-730.

Seymour, L. and Yin, X. (2009). Estimating the dimensionality of a ridge in quadratic response surface models. Journal of Quality Technology and Quantitative Management, 6, 281-294.

Iaci, R. Yin, X. Sriram, T. N. and Klingenberg, C. P. (2008). An informational measure of association and dimension reduction for multiple sets and groups with applications in morphometrics analysis. Journal of American Statistical Association, 103, 1166-1176.

Wang, Q. and Yin, X. (2008). Sufficient dimension reduction and variable selection for regression mean function with categorical predictors. Statistics and Probability Letters , 78, 2798--2803.

Li, L. and Yin, X. (2008). Rejoinder to ' A note to sliced inverse regression with regulations' by Bernard-Michel, Gardes and Giard. Biometrics , 64, 984-986.

Yin, X., Li, B. and Cook, R. D. (2008). Successive direction extraction for estimating the central subspace in a Multiple-index regression. Journal of Multivariate Analysis , 99, 1733--1757.

Li, L. and Yin, X. (2008). Sliced inverse regression with regulations. Biometrics , 64, 124--131.

Wang, Q. and Yin, X. (2008). A nonlinear multi-dimensional variable selection method for high dimensional data: Sparse MAVE. Computational Statistics and Data Analysis, 52, 4512--4520.

Yin, X. and Sriram, T. N. (2008). Common canonical variates for independent groups using information theory. Statistica Sincia , 18, 335--353.

Li, B and Yin, X. (2007). On surrogate dimension reduction for measurement error regression: An invariance law. The Annals of Statistics, 35, 2143-2172.

Pardoe, I. Yin, X. and Cook, R. D. (2007). Graphical tools for quadratic discriminant analysis. Technometrics, 49, No. 2, 172--183.

Yin, X. and Zhu, L. (2007). Estimating directions in extending generalized partially linear single-index models. Journal of Computational and Graphical Statistics, 16, No. 2, 330--349.

Yin, X. and Bura, E. (2006). Dimension reduction for multivaraite response in regression. Journal of Statistical Planning and Inference, 136, 3675-3688.

Yin, X., and Cook, R. D. (2006). Dimension reduction via marginal high moments in regression. Statistics and Probability Letters, 76, 393-400.

Ling, Y. Bhandarkar, S. Yin, X. and Lu, Q. Saveface and Sirface: Appearance-based recognition of faces and facial expressions. Proceeding of the IEEE international conference on Image Processing ICIP, Genova, Italy, Sept. 11-14, 2005 .

Yin, X. and Seymour, L. (2005). Asymptotic distributions for dimension reduction in the SIR-II method. Statistica Sinica, 15, 1069--1079.

Yin, X. and Seymour, L. (2005). Standard errors for multiple roots in quadratic response surface models. Technometrics, 47, No. 3, 260-263.

Yin, X. and Cook, R. D. (2005). Direction estimation in single-index regressions. Biometrika, 92, 371--384.

Yin, X. (2005). Nonparametric estimation for single-index regression with categorical variables. The Australia-New Zealand Journal of Statistics, 47, No. 2, 147-161.

Yin, X. and Cook, R. D. (2004). Asymptotic distribution of test statistic for the covariance dimension reduction methods in regression. Statistics and Probability Letters, 68 , 421-427.

Yin, X. (2004). Canonical correlation analysis based on information theory. Journal of Multivariate analysis, 91, 161-176.

Yin, X. and Cook, R. D. (2004). Dimension reduction via marginal fourth moments in regression. Journal of Computational and Graphical Statistics, 13, No. 554-570.

Ling, Y., Yin, X. and Bhandarkar, S. (2003). Sirface vs Fisherface: recognition using class specific linear projection. (Proceeding of the IEEE international conference on Image Processing ICIP, Barcelona, Spain, pp. 885-888, 2003).

Yin, X. and Cook, R. D. (2003). Estimating Central Subspace Via Inverse Third Moment. Biometrika, 90,113-125.

Cook, R. D. and Yin, X. (2002). Asymptotic distributions for testing the dimensionality in q-based phD. Statistics and Probability Letters,. 58 (3), 233-243.

Hawkins, D. M. and Yin, X. (2002). A somewhat fast algorithm for ridge regression of reduced rank data. J. Computational statistics and Data analysis, 40 (2), 253-262.

Yin, X. and Cook, R. D. (2002). Dimension Reduction for the Conditional $k$-th Moment in Regression. Journal of the Royal Statistical Society B, 64, Part 2, 159-175.

Cook, R. D. and Yin, X. (2001). Dimension reduction and visualization in discriminant analysis (with discussion), Australian & New Zealand Journal of Statistics Vol. 43, No. 2, 147-199.

Yin, X. and Muckenhoupt, B. (1996). Weighted Inequalities for the Maximal Geometric Mean Operator, Proceedings of the American Mathematical Society, 124, 75-81.

Yin, X. (1994). A Converse Inequality of Fan, Taussky and Todd, Journal of Mathematical Analysis and Applications, 182, 654-657.

Yin, X. (1994). Integrability Theorem for Double Trigonometric Series, Journal of Hangzhou University Natural Science, 21, 1-6.

Yin, X. (1994). On Szalay's Theorem of Double Series, Analysis Mathematics, 20, 235-239.

Yin, X. (1994). Weighted Lorentz Norm Inequalities for a Certain Class of Operators, Journal of Hangzhou University Natural Science, 21, 360-364.

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