Bayesian Methods, Data Assimilation, and Applications in Genomics
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Bayesian inference for dynamical systems, and Bayesian methods for genomics and
proteomics.
Related links
- Journals:
Journal of Proteome Research.
- Some references on data assimilation:
- A special issue on data assimilation on
Journal of Meteorological Society of Japan.
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Statistical approaches in numerical weather prediction.
- The elegant statistical formulation of related inverse problems by Grace Wahba and her students,
see, for example,
Wahba and Wendelberger (1980), Wahba (1982),
Wahba et al (1995): Adaptive Tuning of NWP,
Gong et al (1998).
- Related statistical design work: Sacks and Ylvisaker, AMS 1966,
Sacks and Ylvisaker, AMS 1968.
Wahba (1971).
Ylvisaker (1987).
D. M. Titterington (1980),
I Ford, D M Titterington, C.F. Wu (1985),
I Ford, D M Titterington, C P Kitsos (1989).
Selected Publications
- Z.Q. J. Lu (2008).
Optimum Experimental Designs, with SAS (Book Review).
Journal of the Royal Statistical Society: Series A (Statistics in Society).
Volume 171, Issue 2, Pages 504 - 504.
- K. A. Snyder, Z. Q. Lu, J. Phillips.
Long-term Monitoring Strategy for Concrete-based Structures Using Nonlinear Kalman Filtering.
Journal de Physique IV, Vol. 136, pp. 191-200, December 2006.
- Z.Q.Lu, L.M.Berliner, C.Snyder (2000). Experimental design for
spatial and adaptive observations.
In Studies in Atmospheric Sciences,
Lecture Notes in Statistics, Vol.144, Springer-verlag, 2000.
- R.M. Errico, L.Fillion, D.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. January 01, 2000.
- L. M. Berliner, Z. Q. Lu, C. Snyder (1999).
Statistical Design for Adaptive Weather Observations (Journal of the
Atmospheric Sciences: Vol. 56, No. 15, 2536-2552. August, 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.
Go to Lu' main page.