| You are visitor number
|
| since 16 Feb
2006
|
Statistics GIDP website
This is a partial list. I'm happy to add your information,
just drop me an email, jbwalsh@u.arizona.edu
Adelman, David
- University Affiliations
- Contact information:
- Statistical Interests
Quantitative methods as applied to law and
decision-making generally; probability theory; econometrics.
- Statistical Methodologies used
Probability theory, linear models,
Bayesian methods.
- Statistical courses taught
-
Some statistical methods taught in Law,
Science & Public Policy and Environmental law.
Aldenderfer, Mark
- University Affiliations
- Contact information:
- Statistical Interests
Quantitative methods as applied to
archaeological research; Spatial statistics
Geographic Information Systems and visualization
- Statistical Methodologies used
''simple'' statistics; EDA, Spatial EDA
- Statistical courses taught
-
Anthropology 562a: Quantitative Methods for
Archaeologists
- Anthropology 562b: Advanced
Quantitative Methods in Archaeology
Barnard, Kobus
- University Affiliations
Assistant Professor, Computer Science; Cognitive Science IDP.
- Contact information:
- Statistical Interests
Machine learning, statistical models for multi-modal data, statistical
models for biological structure, density estimation.
- Statistical Methodologies used
Generative models, Bayesian methods, parameter estimation using
EM and
MCMC, support vector machine classification
Bayraksan, Guzin
- University Affiliations
Assistant Professor, Systems and Industrial Engineering Department
- Contact information:
- Statistical Interests
Statistics in stochastic optimization
- Statistical Methodologies used
Developing novel point and confidence interval estimators for
optimality gap in stochastic optimization problems
- Statistical courses taught
- SIE 530: Statistics for Engineers
Bhattacharya, Rabi
- University Affiliations
Professor of Mathematics, Member of BIO5 Faculty
- Contact information:
- Statistical Interests
Mathematical statistics and applications, stochastic processes
and stochastic differential equations
- Statistical Methodologies used
Large sample methods, including asymptotic expansions and
bootstrapping
- Statistical courses taught
- Math 466/566: Theory of Statistics
- Math 468/568: Applied Stochastic Processes
- Math 561: Regression and Multivariate Analysis
- Math 563: Probability Theory
- Math 564: Theory of Probability
- Math 565A,B&C: Stochastic Processes
- Math 567A&B: Theoretical Statistics
- Math 571: Design of Experiments
Bechtold, Jill
- University Affiliations
Professor, Steward Observatory and the Department of
Astronomy
- Contact information:
- Statistical Interests
Analysis of astronomical spectroscopy and imaging, and
astronomical modeling. Parameter searches with small numbers of
photons. Analysis of data sets with strong selection effects.
Analysis of time series.
- Statistical courses taught
Some statistical methods taught in of Astronomy 300B:
Radiative
Processes in Astrophysics,
--- webpage
Breiger, Ronald
- University Affiliations
- Contact information:
- Statistical Interests
Statistical analysis of social networks; loglinear models for
contingency tables,
- Statistical Methodologies used
Statistical models for social network analysis; loglinear models
for
contingency tables
Brown, Sylvia
- University Affiliations
- Contact information:
- Statistical Interests
As applied to epidemiology in general and spatial epidemiology in
particular.
- Statistical Methodologies used
Regression (linear, logistic, poisson), cluster analysis (SATSCAN).
- Statistical courses taught
- EPI 576D: Data mangement and the SAS programming
language
Bulter, Emily
- University Affiliations
Assistant Professor (starting Fall'06), Department of Family
Studies and Human Development
- Contact information:
- Statistical Interests
Statistical models for social interactions
and emotional processes.
- Statistical Methodologies used
Multilevel models (a.k.a HLM), structural
equation modeling (including dynamic factor analysis), Actor-Partner
Interdependence Model.
Card, Noel
- University Affiliations
Assistant Professor, Division of Family Studies
and Human Development, Norton School of Family and Consumer
Sciences
- Contact information:
- Statistical Interests
Quantitative methods as applied to social development
(especially of child and adolescent peer relations and aggressive
behavior).
- Statistical Methodologies used
Structural equation modeling (especially multiple-group and
means-structures models), longitudinal design and data analysis,
meta-analysis, and various techniques of analyzing interdependent
data (e.g., social relations modeling).
Carriere, Yves
- University Affiliations
Associate Professor, Department of Entomology
- Contact information:
- Statistical Interests
Applied Quantitative Ecology.
- Statistical Methodologies used
Generalized Linear Models; Max. Likelihood Estimation.
- Statistical courses taught
Chen, Zhao
- University Affiliations
Associate Professor of Public Health
(Epidemiology and Biostatistic Division) and
Chair, Graduate Program in Public Health,
Mel and Enid Zuckerman College of Public Health
- Contact information:
- Statistical Interests
Multivariate analysis methods.
Longitudinal data analysis methods.
Structure equation modeling.
- Statistical Methodologies used
Linear regression analysis.
Logistic regression analysis.
Mix effect models.
Structure equation modeling.
Cox proportional hazards models.
- Statistical courses taught
- Advanced (quantitative) Epidemiology
Cheslock, John
- University Affiliations
Assistant Professor, Center for the Study of Higher Education
- Contact information:
- Statistical Interests
The application of econometrics to the study of higher education.
- Statistical Methodologies used
Applied econometrics; panel data methods; instrumental variables;
natural experiments..
- Statistical courses taught
- H ED 696C: Statistical Analysis in Higher Education Research
Chesson, Peter
- University Affiliations
Professor of Ecology and Evolutionary Biology, Member of
Applied Mathematics GIDP
- Contact information:
- Statistical Interests
Stochastic processes in ecology and ecological statistics.
- Statistical Methodologies used
Probability theory and distribution theory,
likelihood, linear models
- Statistical courses taught
Spatio-temporal ecology (new EEB graduate course in
development).
Christensen, Thomas
- University Affiliations
ARL Neurobiology,
Center for Insect Science,
Cognition & Neuroimaging Lab
- Contact information:
- Statistical Interests
Analysis of multivariate
electrophysiology and imaging data.
- Statistical Methodologies used
Cluster analysis, PCA, ICA, ANOVA,
MANOVA, t-test, z-test.
Comrie, Andrew
- University Affiliations
Professor, Geography, and Atmospheric Sciences, Assoc. VP for
Research
- Contact information:
- Statistical Interests
statistics of climate data, incl. data reduction & spatial modeling
- Statistical Methodologies used
Multivariate techniques, PCA, time-series
- Statistical courses taught
Parts of Geog 696C Climate seminars, incl. Applied Climate
Toolbox
Dall'erba, Sandy
- University Affiliations
Assistant Professor,
Dept. of Geography and Regional Development
- Contact information:
- Statistical Interests
Spatial statistics and spatial econometric.
- Statistical Methodologies used
Spatial statistics and spatial econometrics
- Statistical courses taught
Introduction to spatial statistics and spatial econometrics (Spring
2007)
Davis, Melinda (Mende)
- University Affiliations
Research Assistant Professor of Pediatrics,
Joint Appointment in Epidemiology
and Biostatistics. Member Institute for Collaborative
Bioresearch (Bio5)
- Contact information:
- Statistical Interests
Measuring change, latent variable
models, health outcomes research
- Statistical Methodologies used
Confirmatory factor
analysis, Rasch modeling, Hierarchical linear models
- Statistical courses taught
- Epidemiology 576A: Biostatistics in Public
Health
Eisenstein, Daniel
- University Affiliations
- Contact information:
- Statistical Interests
I use statistics to study the clustering of galaxies and matter in
the Universe and to study the environments and properties of
galaxies.
More generally, we use statistics in our data analysis and hypothesis
testing in large astronomical data sets.
- Statistical Methodologies used
I tend to use correlation and power spectral analyses for
measurement,
backed by Monte Carlo simulations for errors. For calculations, I
use random field methods.
Enquist, Brian
- University Affiliations
Associate Professor, Department of Ecology and Evolutionary Ecology;
Institute
for the Study of Planet Earth.
- Contact information:
- Statistical Interests
Null models, Ecoinformatics, Comparative biology, morphometrics
- Statistical Methodologies used
Multivariate statistics, resampling methods, regression models,
spatial
statistics, likelihood approaches
Evans, Michael
- University Affiliations
Assistant Professor, Laboratory of Tree-Ring
Research; Geosciences (joint appt.); Atmospheric Sciences (joint
appt.); Institute for the Study of Planet Earth (member).
- Contact information:
- Statistical Interests
Robust multivariate linear regression
techniques; inverse methods; paleoclimate reconstruction;
paleoclimate
data assimilation; dynamical systems.
- Statistical Methodologies used
CEOF analysis; optimal interpolation;
time series analysis.
- Statistical courses taught
Faris, William (GIDP Executive Committee)
- University Affiliations
Professor of Mathematics. Member Applied Mathematics GIDP.
- Contact information:
- Statistical Interests
- Statistical Methodologies used
Applications of probability, especially to physics.
- Statistical courses taught
- Math 466-566 Theory of Statistics (wrote text for the course)
Flores-Lagunes, Alfonso
- University Affiliations
Assistant Professor of Economics
- Contact information:
- Statistical Interests
Spatial statistics; causal inference; simulation methods;
econometrics
- Statistical Methodologies used
Spatial econometrics; limited dependent variable models;
instrumental
variables models
- Statistical courses taught
- Economics 276: Statistics for Business
- Economics 520: Theory of Quantitative Methods
- Economics 522A: Econometrics
Green, Sylvan B.
- University Affiliations
Professor of Public Health; ÊDirector of Biometry, Arizona Cancer
Center.
- Contact information:
- Statistical Interests
Design and analysis of clinical trials, prevention trials, and
epidemiologic studies;
applications of biostatistical and computer techniques to medicine;
randomized trials for
research in treatment, prevention, and behavioral interventions.
- Statistical Methodologies used
Logistic regression, contingency tables, survival analysis, sample size
calculation.
- Statistical courses taught
- EPID 675 Clinical Trials and Intervention Studies
Harwood, Jake
- University Affiliations
Professor, Department of Communication
Chair, Gerontology Graduate Program
- Contact information:
- Statistical Interests
Univariate and multivariate techniques
in the behavioral sciences; Measurement and prediction of perceived
group variability, mediation and moderation in regression, Power
and hypothesis testing.
- Statistical Methodologies used
Regression, ANOVA, Analysis of contingency tables.
- Statistical courses taught
- COMM 228: Introduction to research methods and Statistics
- COMM 671: Introduction to Graduate Level Statistics in
Communication
Hirano, Kei
- University Affiliations
Associate Professor of Economics
- Contact information:
- Statistical Interests
Statistical decision theory; applications to
economics, especially analysis of microeconomic data; biostatistics.
- Statistical Methodologies used
Asymptotic statistical decision
theory; semiparametric estimation; Bayesian inference.
- Statistical courses taught
- Economics 696F: Causal Inference and Program Evaluation
(
Course webpage)
Hoying, Jay
- University Affiliations
Associate Professor Biomedical Engineering; Associate Professor
Physiology; Arizona Research Laboratories; BIO5 Institute
- Contact information:
- Statistical Interests
Modeling complex data sets such as microarray expression data.
- Statistical Methodologies used
Jones, John Paul III
- University Affiliations
Professor and Head, Geography and Regional Development; Director,
Planning
Degree Program; Member, Global Change IDP
- Contact information: Office: 409 Harvill,
- Statistical Interests
Social science methodology and research design, spatial
statistics, spatially
varying parameter methodologies
- Statistical Methodologies used
Regression, Expansion Method, Generalized Weighted Regression,
spatial
statistics
- Statistical courses taught
- GEOG 457/557: Statistical Techniques in Geography, Regional
Development, and
Planning
Kennedy, Tom
- University Affiliations
- Contact information:
- Statistical Interests
Stochastic processes arising in physics.
- Statistical Methodologies used
- Statistical courses taught
- Math 466/566: Theory of Statistics
- Math 468/568: Applied Stochastic Processes
- Math 563: Probability Theory
- Math 464/564: Theory of Probability
- Math 565A,B&C: Stochastic Processes
Kenworthy, Lane
- University Affiliations
- Contact information:
- Statistical Interests
Methods for macro-comparative analysis.
- Statistical Methodologies used
- Statistical courses taught
- Sociology 569: Basic Quantitative Methods
Levin, Joel R.
- University Affiliations
Professor, Department of Educational Psychology.
Affiliated Faculty, Department of Psychology
- Contact information:
- Statistical Interests
Analysis of variance and experimental design; design and analysis of
single-case (time-series) experiments; improving the teaching of
statistics.
- Statistical Methodologies used
Classical experimental designs and statistical techniques; cluster
randomization and analysis; nonparametric randomization tests.
- Statistical courses taught
- EDP 541: Introductory Educational Statistics
- EDP 640: Analysis of
Variance/Experimental Design
- EDP 646a: Multivariate Analysis
- EDP 667: Design and Analysis of Educational Research
Lin, Ying
- University Affiliations
Assistant Professor of Linguistics. Cognitive Science GIDP. Second
Language Acquisition and Teaching GIDP
- Contact information:
- Statistical Interests
Representations for speech and language. Learning and higher
level models of cognition.
- Statistical Methodologies used
Stochastic generative models of sequences. Bayesian inference.
Non-parametric methods.
- Statistical courses taught
- LING 539: Statistical Methods in Speech and Natural Language
Processing
Maggiora, Gerry
- University Affiliations
Professor of Pharmaceutical Sciences, BIO5 Institute
- Contact information:
- Statistical Interests
Applications in drug discovery.
- Statistical Methodologies used
Clustering (crisp and fuzzy), nearest-neighbor predictions, rule
induction using decision trees and rough set methods, (molecular)
similarity analysis, support vector machines, and information-
theoretic analysis.
Maier, Robert
- University Affiliations
Professor of Mathematics, Professor of Physics
- Contact information:
- Statistical Interests
Mathematical statistics, Limit laws and large deviation theory,
Bioinformatics
- Statistical Methodologies used
Applications of probability, primarily to
physics and engineering.
- Statistical courses taught
- Math 464-564: Theory of Probability
- Math 563a: Probability Theory
-
Math 577-1: Software Tools for Bioinformatics
Masel, Joanna
- University Affiliations
Assistant Professor of Ecology & Evolutionary Biology
- Contact information:
- Statistical Interests
Applications in theoretical population genetics
- Statistical Methodologies used
Meko, David
- University Affiliations
Professor, Laboratory of Tree-Ring Research
- Contact information:
- Statistical Interests
- Statistical Methodologies used
Regression, ARMA modeling, spectral analysis
- Statistical courses taught
- GEOS 585A:
Applied time series analysis -- course
webpage
Mendoza-Denton, Norma
- University Affiliations
Associate Professor, Anthropology
- Contact information:
- Statistical Interests
Quantitative and probabilistic approaches to language.
- Statistical Methodologies used
Loglinear models, Classification and regression trees
- Statistical courses taught
-
Some statistics in ANTH 583: Sociolinguistics
Merchant,
Nirav
- University Affiliations
Director Biotechnology Computing
Arizona Research Laboratories.
- Contact information:
- Statistical Interests
Data Mining, Classification and Quality Control
- Statistical Methodologies used
Machine Learning methods, Cluster analysis
- Statistical courses taught
-
ECOL 553L : Computational Concepts for BioInformatics.
Covers machine learning environment
(WEKA) and rudimentary use of R among other things. ---
webpage
Meyer,
Michael R.
- University Affiliations
Assistant Professor/Astronomer,
Department of Astronomy/Steward Observatory
- Contact information:
- Statistical Interests
1) model fitting (parameter
estimation) in data-poor regimes
using both frequentist and baysian
analyses; and 2) non-parametric hypothesis testing
in the comparison of distribution functions from
large datasets.
Myers, Don
- University Affiliations
Emeritus Professor of Mathematics,
Emeritus Joint Professor of Hydrology,
Member, Committee on Remote Sensing and Spatial Analysis,
Affiliate Member,Applied Mathematics
- Contact information:
- Statistical Interests
Spatial/temporal statistics with applications in various fields.
- Statistical Methodologies used
Kriging, multivariate methods such a PCA and Correspondence
Analysis.
- Statistical courses taught
-
Math 561: Regression analysis --- webpage
- Math 574: Geostatistics --- webpage
- Geography and Reg. Dev. 657--- webpage
Mount, David
- University Affiliations
Professor, Molecular and Cellular Biology, Biochem. and Biophysics,
Ecol. and Evol. Biol., Bio5
- Contact information:
- Statistical Interests
Statistical analysis and modeling of biological sequences such as
hidden Markov models.
Analysis and modeling of gene expression, gene copy number, and
population genetic data
- Statistical Methodologies used
Linear and nonlinear models,
Bayesian methods,
R statistical programming and BioConductor for analysis of molecular
data.
- Statistical courses taught
- Bioinformatics: sequence and genome analysis
Piegorsch, Walt
- University Affiliations
Professor, Dept. of Mathematics, BIO5 Institute.
- Contact information:
- Statistical Interests
linear and nonlinear regression, generalized linear models,
mathematical
statistics, environmental statistics/environmetrics, biometry,
simultaneous inference, hierarchical modeling, model assessment,
quantitative risk assessment, history of statistics
- Statistical Methodologies used
probability models, hypothesis testing, confidence
intervals/confidence
bands, maximum likelihood estimation, asymptotic inferences,
semi-parametric inference, experiment design, sample size
determination,
multiple comparisons, linear regression, trend testing, nonparametric
tests, dose-response modeling, nonlinear regression, inverse
regression/calibration, potency estimation, ANOVA, ANCOVA, growth
curve
analysis, longitudinal analysis, generalized estimating equations,
generalized linear models/logistic regression/log-linear models,
contingency tables, Bayesian analysis/hierarchical models, survival
analysis, risk analysis, sensitivity analysis, uncertainty analysis,
harmonic regression, autocorrelated regression analysis, spatial
analysis,
kriging, meta-analysis/combining information, effect size estimation,
finite population sampling, composite sampling, ranked set sampling,
quadrat sampling, bootstrap resampling
- Statistical courses taught
-
North Carolina State University
- STAT 511, Experimental Statistics for the Biological
Sciences I
- University of South Carolina
- SCCC 312A, Proseminar in Statistics
- STAT 201, Elementary Statistics
- STAT 205, Elementary Statistics for the Biol. and Life
Sciences
- STAT 511/MATH 511, Probability
- STAT 512, Mathematical Statistics
- STAT 513, Theory of Statistical Inference
- STAT 519, Sampling
- STAT 700, Applied Statistics I
- STAT 701, Applied Statistics II
- STAT 708/BIOS 808, Environmetrics
- STAT 712, Mathematical Statistics I
- STAT 713, Mathematical Statistics II
- STAT 714, Linear Statistical Models
- STAT 715, Analysis of Variance
- STAT 775/BIOS 815, Generalized Linear Models
- BIOS 794, Topics in Biostatistics
Pettygrove, Sydney
- University Affiliations
College of Public Health Division of Epidemiology and Biostatistics
- Contact information:
- Statistical Interests
- Statistical Methodologies used
Mostly basic stuff lately, descriptive and regression.
Oaxaca, Ronald
- University Affiliations
McCelland Professor of Economics
- Contact information:
- Statistical Interests
Switching models, panel data methods, limited dependent
variable models
- Statistical Methodologies used
Applied econometrics, econometrics of labor market
discrimination and decomposition analysis
- Statistical courses taught
- Economics 522a: Econometrics
- Economics 522b: Econometrics
Ranger-Moore, James
- University Affiliations
Associate Professor of Public Health
- Contact information:
- Statistical Interests
Statistical Issues surrounding clinical trials
- Statistical Methodologies used
Cross-sectional and longitudinal data analysis, including linear and
logistic regression methods (often in context of mixed models or GEE),
simulations.
- Statistical courses taught
- CPH 576a - Biostatistics for Public Health
Segrin, Chris
- University Affiliations
Professor and Head, Department of Communication. Joint
appointments with
Depts. of Psychology, Family Studies and Human Development
- Contact information:
- Statistical Interests
Multiple regression, Actor-Partner
Interdependence Model, longitudinal data analysis
- Statistical Methodologies used
Correlation, regression (OLS, logistic, individual), ANOVA, SEM,
APIM, multiple correspondence analysis
- Statistical courses taught
- COMM 671 (graduate level intro to
statistical analysis)
Shahar, Eyal
- University Affiliations
Until June 2006: University of Minnesota, School of Public Health.
Later: University of Arizona, Mel and Enid Zuckerman College of
Public Health
- Contact information:
- Statistical Interests
The role of statistics in causal inquiry
- Statistical Methodologies used
Tabular methods, classical regression models, spline regression,
directed
acyclic graphs
Shaked, Moshe
- University Affiliations
- Contact information:
- Statistical Interests
Reliability theory; stochastic modeling;
stochastic orders.
- Statistical Methodologies used
Reliability theory; stochastic modeling;
stochastic orders.
- Statistical courses taught
- Math 263 -- Introduction to Statistics and Biostatistics
- Math 464 -- Theory of Probability
- Math 466 -- Theory of Statistics
- Math 468 -- Applied Stochastic Processes
- Math 509C -- Statistics for Research
- Math 561 -- Regression and Multivariate Analysis
Sherrill, Duane
- University Affiliations
Professor in Public Health,
Associate Dean for Research COPH,
Director Arizona Clinical Research Training Program.
- Contact information:
- Statistical Interests
Analytical methods related to assessing the natural history of
respiratory diseases, in particular asthma, and assessment of risk
factors for development of respiratory diseases. I’m also interested
in genetic association studies in relation to respiratory diseases and
addiction to smoking
- Statistical Methodologies used
Segregation analyses, longitudinal and mixed effects models, and
general estimating equations
- Statistical courses taught
- CPH 576A Statistics for Public Health
- CPH 576C Applied Statistical Analysis
- CPH 684 General Linear and Mixed Effects Models
Steidl, Robert
- University Affiliations
Associate Professor, Wildlife Conservation Program, School of Natural
Resources
- Contact information:
- Statistical Interests
Quantitative ecology; parameter estimation; demography;
environmental monitoring.
- Statistical Methodologies used
Generalized Linear Models; Matrix models; Max. Likelihood
Estimation.
- Statistical courses taught
Walsh, Bruce (GIDP Chair)
- University Affiliations
Professor of Ecology and Evolutionary Biology. Adjunct Professor
of Animal Science, Epidemiology and Biostatistics, Molecular and
Cellular Biology, Plant Sciences. Member, Insect Science GIDP,
Applied Mathematics GIDP, Genetics GIDP, Institute for Collaborative
Bioresearch (Bio5),
Center for Insect Science, Life and Planets Astrobiology Center
(LAPLACE)
- Contact information:
- Statistical Interests
Applications in the life sciences, esp. population and
quantitative genetics, genomics.
- Statistical Methodologies used
Stochastic Processes,
linear models,
Likelihood, Bayesian modeling, resampling methods, multiple
compairson approaches, meta-analysis.
- Statistical courses taught
Watkins, Joe
- University Affiliations
Associate Professor, Department of Mathematics, Program in Applied
Mathematics
- Contact information:
- Statistical Interests
Stochastic models in the life sciences
- Statistical Methodologies used
linear models, likelihood, Bayesian techniques
- Statistical courses taught
Mathematics 160, 263, 197a - Introductory Statistics (course
coordinator)
-
Mathematics 563 - Probability Theory
-
Mathematics 565ab - Stochastic Processes
-
Mathematics 567ab - Theoretical Statistics
-
Mathematics 565c - Stochastic Differential Equations
Warner, Natasha
- University Affiliations
Assistant Professor of Linguistics, East Asian Studies. Cognitive
Science GIDP, Second Language Acquisition and Teaching GIDP
- Contact information:
- Statistical Interests
Applications to language-related research, power, designs with
multiple
random factors
- Statistical Methodologies used
ANOVA, correlation, signal detection analysis.
- Statistical courses taught
Westerland, Chad
- University Affiliations
Assistant Professor, Political Science
- Contact information:
- Statistical Interests
- Statistical Methodologies used
Bayesian modeling, latent variable models, hierarchical linear
models, time
series analysis
- Statistical courses taught
- Political Science 582: Data Analysis I
Wright, Larry
- University Affiliations
Mathematics Department, Applied Mathematics
GIDP
- Contact information:
- Statistical Interests
Mathematical statistics, financial applications of
statistics
Yool, Steve
- University Affiliations
Associate Professor, Geography and Regional Development
- Contact information:
- Statistical Interests
Geostatistics in remote sensing and spatial modeling
- Statistical Methodologies used
Geographically Weighted Regression, Genetic Algorithms for Rule
Production, Stochastic Conditional Simulation
- Statistical courses taught
- GEOG424/524: Integrated GIS
Zhang, Zhu
- University Affiliations
Assistant Professor, Management Information Systems
- Contact information:
- Statistical Interests
- Statistical Methodologies used
Support Vector Machines, active learning, bootstrapping