Lan Xue (Ph.D. 2005), Associate Professor/Assistant Professor (2011-/2005-2011), Department of Statistics, Oregon State University, Corvallis, Oregon 97331-4606; Elected Member (2007-), International Statistical Institute
(Research supported in part by NSF awards DMS 0405330 and BCS 0308420)
Yang, L., Park, B. U., Xue, L. and Härdle, W. (2006) Estimation and testing for varying coefficients in additive models with marginal integration. Journal of the American Statistical Association 101 (475), 1212-1227 or (pdf-file).
Xue, L. and Yang, L. (2006) Additive coefficient modeling via polynomial spline. Statistica Sinica 16 (4), 1423-1446 or (pdf-file). Laha Award at JSM 2005.
Xue, L. and Yang, L. (2006) Estimation of semiparametric additive coefficient model. Journal of Statistical Planning and Inference 136 (8), 2506-2534 or (pdf-file). ICSA Student Travel Award, ICSA Applied Statistics Symposium 2004.
Jing Wang
(Ph.D. 2006), Associate
Professor/Assistant Professor (2012-/2006-2012),
Department of Mathematics, Statistics,
Computer Science (M/C 249),
(Research supported in part by NSF awards DMS 0405330 and BCS 0308420)
Wang, J. and Yang, L. (2009) Polynomial spline confidence bands for regression curves. Statistica Sinica 19 (1), 325-342 or (pdf-file) + 11 pages of supplement. Laha Award at JSM 2005.
Wang, J. and Yang, L. (2009) Efficient and fast spline-backfitted kernel smoothing of additive regression model. Annals of the Institute of Statistical Mathematics, 61 (3), 663-690 or (pdf file).
Olson, J. M., et al. (2008) Integrating
diverse methods to understand climate–land interactions in
Li Wang (Ph.D. 2007), Associate Professor/Assistant Professor (2013-/2007-2013),
Department of Statistics, University of Georgia, Athens, GA 30602-1952; Elected
Member (2008-), International Statistical Institute; Chinese
Government Award for Outstanding Self-Financed Students Abroad (2006)
(Research supported in part by NSF award DMS 0405330 and an MSU Dissertation Completion Fellowship)
Wang, L. and Yang, L. (2007) Spline-backfitted kernel smoothing of nonlinear additive autoregression model. Annals of Statistics 35 (6), 2474-2503 or (pdf-file).
Huang, X., Wang, L., Yang, L. and Kravchenko, A. N. (2008) Management practice effects on relationships of grain yields with topography and precipitation. Agronomy Journal 100 (5), 1463-1471 or (pdf file).
Wang, L. and Yang, L. (2009) Spline estimation of single index
model. Statistica
Sinica 19 (2), 765-783
or (pdf file)
+ 15 pages
of supplement. Laha Award at IMS Annual Meeting 2006.
Wang, L. and Yang, L. (2010) Simultaneous confidence bands for time
series prediction function. Journal
of Nonparametric Statistics 22 (8), 999-1018 or (pdf file).
Rong
Liu, (Ph.D. 2009), Assistant Professor (2009-), Department of Mathematics and Statistics, University of Toledo, Toledo, OH 43601; Elected
Member (2013-), International Statistical Institute
(Research supported in part by NSF awards DMS 0405330, DMS 0706518, an MSU Summer Support Fellowship and an MSU Dissertation Completion Fellowship)
Liu, R. and Yang, L. (2008) Kernel estimation of multivariate cumulative distribution function. Journal of Nonparametric Statistics 20 (8), 661-677 or (pdf-file). Laha Award at JSM 2007.
Liu, R. and Yang, L. (2010) Spline-backfitted kernel smoothing of
additive coefficient model. Econometric Theory 26 (1), 29-59 or (pdf file).
Liu, R., Yang, L. and Härdle, W. (2013)
Oracally efficient two-step estimation of generalized additive model. Journal
of the American Statistical Association 108 (502), 619-631 or (pdf file).
Liu, R. and Yang, L. (2013) Oracally efficient inference of a semiparametric GARCH model via cubic spline.
Qiongxia
Song, (Ph.D. 2010), Assistant Professor (2010-), Department
of Mathematical Sciences, University of
Texas at Dallas, Richardson, TX 75080-3021; Elected
Member (2011-), International Statistical Institute
(Research supported in part by NSF award DMS 0706518, an MSU Summer Support Fellowship and an MSU Dissertation Completion Fellowship)
Song, Q. and Yang, L. (2009) Spline
confidence bands for variance function. Journal
of Nonparametric Statistics 21 (5), 589-609
or (pdf file).
Song, Q. and Yang, L. (2010) Oracally
efficient spline smoothing of nonlinear additive autoregression model with
simultaneous confidence band. Journal of
Multivariate Analysis 101 (9), 2008-2025 or (pdf file), Laha
Award at JSM 2009.
Wang, L., Feng, C., Song, Q. and Yang, L.
(2012) Efficient semiparametric GARCH modelling of financial volatility. Statistica
Sinica 22 (1), 249-270 or
(pdf file).
Song, Q., Liu, R., Shao, Q., and Yang, L.
(2013+) A simultaneous confidence band for dense longitudinal regression. Communications in Statistics--Theory and
Methods accepted
DOI:10.1080/03610926.2012.729643 or (pdf file).
Shujie Ma, (Ph.D. 2011), Assistant
Professor (2011-), Department of Statistics,
University of California at Riverside, Riverside, CA 92521; Chinese Government Award for Outstanding Self-Financed Students Abroad
(2010); Elected Member
(2012-), International Statistical Institute
(Research supported in part by NSF award DMS 0706518, an MSU Summer Support Fellowship and an MSU Dissertation Completion Fellowship)
Ma, S. and Yang, L. (2011)
Spline-backfitted kernel smoothing of partially linear additive model. Journal of Statistical
Planning and Inference 141 (1), 204-219 or (pdf file), Laha
Award at JSM 2009.
Ma, S. and Yang, L. (2011) A jump-detecting
procedure based on spline estimation. Journal
of Nonparametric Statistics 23 (1), 67-81 or (pdf file).
Ma, S., Yang, L., Romero, R. and Cui, Y.
(2011) Varying coefficient model for gene-environment interaction: a non-linear
look. Bioinformatics 27 (15),
2119-2126 or (pdf file).
Ma, S., Yang, L. and Carroll, R. (2012) A simultaneous confidence band for sparse longitudinal regression. Statistica Sinica 22 (1), 95-122 or (pdf file).
Guanqun
Cao, (Ph.D. 2012), (co-advisor, David
Todem), Assistant Professor (2012-), Department
of Mathematics and Statistics,
Auburn
University,
(Research supported in part by NSF awards DMS 0706518, 1007594 , 0806176, an
MSU Summer Support Fellowship, an MSU Dissertation Completion Fellowship and NCI/NIH K-award 1K01
CA13159)
Cao, G., Yang, L. and Todem, D. (2012)
Simultaneous inference for the mean function based on dense functional data. Journal
of Nonparametric Statistics 24 (2), 359-377 or (pdf file).
Cao, G., Todem, D., Yang, L. and Fine, J. (2013) Evaluating
statistical hypotheses for non-identifiable models using estimating functions. Scandinavian
Journal of Statistics 40 (2),
256-273 or (pdf file).
Shuzhuan Zheng,
(Ph.D. expected 2013),
(co-advisor, Lifeng Wang)
(Research supported in part by NSF awards DMS
0706518, 1007594, an
MSU Summer Support Fellowship and a grant from the Risk Management Institute, National University of
Singapore)
Zheng, S., Wang, L. and Yang, L. (2011)
Simultaneous inference for dense functional data via local linear estimator.