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People: Faculty
Keh-Shin Lii Professor
| Address: 2652 Statistics-Computer Building University of California, Riverside Riverside, CA 92521
Telephone:
951-827-3836
Email:
ksl@stat.ucr.edu
Fax:
951-827-3286
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Class Offerings:
- Statistical Forecasting Techniques 146
- Statistical Consulting and Data Analysis 293C
Research Interests: Spectral Analysis of Spatial/Temporal Weather Variations
- One environmental focus of Dr. Lii's research is
directed toward developing a general theory on multidimensional
(spatial/temporal) spectral analysis methodology for the study of fire
weather/climate variations, with the goal of applying this
methodology to the analysis of U.S. fire climate fields.
This research project includes development of a
computerized procedure that implements the multidimensional
spectral analysis methodology.
- A dearth of satisfactory statistical methods for
analyzing spatial and temporal variations in climate
data impairs the ability of researchers to describe the
long-term characteristics of climate, which is
particularly important in global change research.
Dr. Lii is pursuing one promising statistical approach,
which is a multidimensional extension of spectral
analysis (when the data set is gathered by a random
sampling scheme rather then gathered on a regular grid),
as applied in time series problems.
- The goal of this research is to identify spatial and
temporal variations in data -- monthly fire weather
variables in the contiguous United States -- on
continuous spectra. The spectra thus summarize
the preferred frequencies, if any, in the data. Monthly
mean temperature, relative humidity, windspeed, or a
combination thereof are available for 127 weather
stations, and monthly temperature and precipitation
are available for over 1200 stations.
The choice of dataset will be influenced by the
computational requirements of the methods.
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