John Lu was born and grew up in northern Anhui Province, China. He went to Beijing to study at the Peking University and received a BS in mathematics with specialization in probability and statistics in 1986. He came to the US to study at the University of North Carolina, Chapel Hill, and received MS and PhD in statistics, under the guidance of Richard L. Smith. He was a visiting scientist at National Center for Atmospheric Research (NCAR), Boulder, Colorado, where he did post-doctoral research on applying Bayesian statistics to atmospheric sciences under the mentorship of professor Mark Berliner from the Ohio State University. He spent a year as a visiting assistant professor at the Hong Kong University of Science and Technology in Kowloon, Hong Kong, China in 1997-1998.
He was a research scientist doing S-plus statistical software development and research from 1999-2001. He joined NIST as a mathematical statistician in 2001. His main research activity has been collaborating with other scientists to address various measurement science problems arising from physical, phantom, or medical products involving various disciplines, such as material sciences, manufacturing, biotechnology, chemical sciences, information technology, and physical sciences.
Ongoing or past research projects or interest:
Statistics for optical imaging and forensic imaging
- High-dimensional statistics and shape metrology
- Quantitative imaging variance analysis
- Statistical methods and analysis of data as curves or distributions
- Bayesian statistical applications (including experimental design)
- Nonlinear and nonparametric regression
- Time series analysis
- Collaborative research, applications of statistics to materials science, physical sciences, biosciences, medicine, and information technology
Professional Activities and Societies and Standards Activities:
- Institute of Mathematical Statistics, Life Member
- Society for Industrial and Applied Mathematics, Member
- RSNA QIBA Volumetric Committee
Selected Past Publications:
- Z. Q. Lu (2002) Local Polynomial Prediction and Volatility estimation in Financial Time Series, in Modeling and Forecasting Financial Data: Techniques of Nonlinear Dynamics, (Studies in Computational Finance), editors, Abdol S. Soofi, Liangyue Cao, Springer (Kluwer Academic Publishers), 2002, Part II, Ch. 5, pp 115-135.
- R. M. Errico, L. Fillion, D. W. Nychka, Z. Q. Lu (2000) Some statistical considerations associated with the data assimilation of precipitation observations. Quarterly Journal of the Royal Meteorological Society. Vol. 126, no. 562, part A 339-360.
- Z. Q. Lu, L. M. Berliner, C. Snyder (2000) Optimal design for spatial and adaptive observations. Studies in Atmospheric Sciences, Lecture Notes in Statistics, Vol.144, Springer-verlag, 2000. pp 65-78.
- Z. Q. Lu (1999) Multivariate local polynomial fitting for martingale nonlinear regression models. Annals of Institute of Statistical Mathematics, Vol.51, No.4, 691-706, December, 1999.
- L. M. Berliner, Z. Q. Lu, C. Snyder (1999) Statistical Design for Adaptive Weather Observation. Journal of the Atmospheric Sciences: Vol. 56, No. 15, 2536-2552, August, 1999.
- Z. Q. Lu (1999) Nonparametric Regression with Singular Design. Journal of Multivariate Analysis, Vol.70, 177-201, 1999.
- Z. Q. Lu, L. M. Berliner (1999) Markov switching time series models with application to a daily runoff series. Water Resources Research, Vol. 35, No. 2, 523-534. Feb. 1999.
- Z. Q. Lu, R. L. Smith (1997) Estimating Local Lyapunov Exponents. In Nonlinear Dynamics and Time Series,Building a Bridge Between the Natural and Statistical Sciences, editors Colleen D. Cutler and Daniel T. Kaplan. 135-151. Fields Institute Communications, Vol. 11, American Mathematical Society, 1997.
- Z. Q. Lu (1996) Multivariate locally weighted polynomial fitting and partial derivative estimation. Journal of Multivariate Analysis, 1996, 59, 187-205.
Statistical Engineering Division
- National Institute of Standards and Technology, Gaithersburg, MD. 2001-present
- MathSoft/Insightful Inc., Seattle, Washington. 1999-2001
- Department of Mathematics, HKUST, Hong Kong, PRC. 1997-1998
- Geophysical Statistics Project, IMAGe, National Center for Atmospheric Research, Boulder, CO. 1995-1997
- B.S. (Mathematics, Specialization Class of Statistics and Probability), Peking University, 1986
- M.S. (Statistics), University of North Carolina, Chapel Hill, 1992
- Ph.D (Statistics), University of North Carolina, Chapel Hill, 1994