Jianhua Huang's Publication

Jianhua Huang's Selected Publications
(all available papers are in pdf format)

Functional principal components analysis via penalized rank one approximation (paper)
Huang, J.Z., Shen H., Buja, A. (2008).
Electronic Journal of Statistics, Vol 2, 678-695.
Forecasting Time Series of Inhomogeneous Poisson Processes with Application to Call Center Workforce Management (paper)
Shen, H. and Huang, J.Z. (2008).
The Annals of Applied Statistics, Vol 2, 601-623.
Sparse Principal Component Analysis via Regularized Low Rank Matrix Approximation (paper)
Shen, H. and Huang, J.Z. (2008).
Journal of Multivariate Analysis, Vol 99, 1015-1034.
Interday Forecasting and Intraday Updating of Call Center Arrivals (paper)
Shen, H. and Huang, J.Z. (2008).
Manufacturing & Service Operations Management, Vol 10, 391-410.
Efficient estimation in marginal partially linear models for longitudinal/clustered data using splines. (paper)
Huang, J.Z., L. Zhang and L. Zhou. (2007).
Scandinavian Journal of Statistics, 34, 451-477.
Estimation of large covariance matrices of longitudinal data with basis function approximations. (paper)
Huang, J. Z., Liu, L. and Liu, N. (2007).
Journal of Computational and Graphical Statistics, Vol 16, 189-209.
Covariance selection and estimation via penalised normal likelihood. (abstract) (paper)
Huang, J. Z., Liu, N., Pourahmadi, M., and Liu, L. (2006).
Biometrika, Vol 93, 85-98.
Polynomial Spline Estimation and Inference of Proportional Hazards Regression Models with Flexible Relative Risk Form. (abstract) (paper)
Huang, J. Z. and Liu, L. (2006).
Biometrics, Vol 62, 793-802.
Analysis of call center data using singular value decomposition. (abstract) (paper)
Shen, H. and Huang, J. Z. (2005)
Applied Stochastic Models in Business and Industry, Vol 21, 251-263.
Functional coefficient regression models for nonlinear time series: A polynomial spline approach (abstract) (paper)
Huang, J. Z. and Shen, H. (2004)
Scandinavian Journal of Statistics, Vol 31, 515-534.
Identification of nonlinear additive autoregressive models (abstract) (paper)
Huang, J. Z. and Yang, L. (2004) Journal of Royal Statistical Society, Series B Vol 66, 463-477.
Polynomial spline estimation and inference for varying coefficient models with longitudinal data (abstract) (paper)
Huang, J. Z., Wu, C. O. and Zhou, L. (2004)
Statistica Sinica Vol 14, 763-788.
Local asymptotics for polynomial spline regression (abstract) (paper)
Huang, J. Z. (2003)
The Annals of Statistics Vol 31, 1600-1635.
Asymptotics for polynomial spline regression under weak conditions (abstract) (paper)
Huang, J. Z. (2003)
Statistics & Probability Letters Vol 65, 207-216.
Statistical modeling of diffusion processes with free knot splines (abstract) (paper)
Stone, C. J. and Huang, J. Z. (2003).
Journal of Statistical Planning and Inference Vol 116, 451--474.
Discussion to "Wavelet-based Nonparametric Modeling of Hierarchical Functions in Colon Carcinogenesis" by Morris, J. et al.
Wu, C. O. and Huang, J. Z. (2003)
Journal of American Statistical Association Vol 98, 588--591.
Extended linear modeling with splines (abstract) (paper)
Huang, J. Z. and Stone, C. J. (2002).
In Dension, D. D., Hansen, M. H., Holmes, C. C., Malick, B., Yu, B. (Eds.)
Nonlinear Estimation and Classification, Springer, New York, 213-234.
Varying-coefficient models and basis function approximations for the analysis of repeated measurements (abstract) (paper)
Huang, J. Z., Wu, C. O. and Zhou, L. (2002)
Biometrika Vol 89, 111-128.
Free knot splines in concave extended linear modeling (abstract) (paper)
Stone, C. J. and Huang, J. Z. (2002)
Journal of Statistical Planning and Inference Vol 108, 219-253.
Concave extended linear modeling: A theoretical synthesis (abstract) (paper)
Huang, J. Z. (2001)
Statistica Sinica Vol. 11, 173-197
Functional ANOVA modeling for proportional hazards regression (abstract) (paper)
Huang, J. Z., Kooperberg C., Stone, C. J. and Truong, Y. K. (2000)
The Annals of Statistics Vol. 28, 960-999
Projection estimation in multiple regression with application to functional ANOVA models (abstract) (paper)
Huang, J. Z. (1998)
The Annals of Statistics Vol 26, 242-272
Functional ANOVA models for generalized regression (abstract) (paper)
Huang, J. Z. (1998)
The Journal of Multivariate Analysis Vol. 67, 49-71
The $L_2$ rate of convergence for event history regression with time-dependent covariates (abstract) (paper)
Huang, J. Z. and Stone, C. J. (1998)
Scandinavian Journal of Statistics Vol. 25, 603-620