I am an applied statistician in the general area of environmental statistics with over 30 years of experience.  My expertise is in spatial and spatial-temporal statistics, Bayesian modeling and data analysis, computational statistics, statistical downscaling in climate research.  I consider myself a generalist rather than a specialist. I facilitate serious statistical modeling and analysis via collaborations with scientists.  My collaborations emcompass the natural sciences, ecology, earth system science, climate, agriculture, wildlife, fisheries, geology, remote sensing, engineering, infrastructure, transportation, hydrology, education, data mining.
 

Teaching

I have been teaching numerous courses from the undergraduate level to advanced graduate level, including:  Introductory statistics, linear regression and ANOVA, design of experiments, multivariate statistics, graduate statistics for research, time series analysis, Bayesian statistics, spatial statistics, spatial-temporal statistics, data mining and statistical learning, extreme value theory and applications, smoothing and nonparametric curve fitting, longitudinal data analysis, introduction to the R software, advanced computing with R, statistical learning under sparsity.

 

Selected Publications

Torbick Nathan, Ziniti Beth, Stommel Elijah, Linder Ernst, Andrew Angeline, Caller Tracie, Jim Haney Jim, Walter Bradley Walter, Patricia L. Henegan Patricia L., Xun Shi Xun. (2018). Assessing Cyanobacterial Harmful Algal Blooms as Risk Factors for Amyotrophic Lateral Sclerosis.  Neurotoxicity Research 33(1):1-14

Erik A. Hobbie, Brian A. Schubert, Joseph M. Craine, Ernst Linder, Anne Pringle (2017).  Increased C3 productivity in Midwestern lawns since 1982 revealed by carbon isotopes in Amanita thiersii.  Journal of Geophysical Research - Biogeosciences  https://doi.org/10.1002/2016JG003579

Wiliams Justin, Hanavan Ryan, Rock Bary, Minocha Subhash, Linder Ernst.  (2017). Low-level Adelges tsugae Infestation Detection in New England Through Partition Modeling of Landsat Data.  Remote Sensing of the Environment.19, 13-25.

Torbick Nathan, Ziniti Beth, Wu Shuang, Linder Ernst.  (2016). Spatiotemporal Lake Skin Summer Temperature Trends in the Northeast United States.  Earth Interactions. doi: 10.1175/EI-D-16-0015.1

Laflamme Eric, Linder Ernst, Pan Yibin. (2016).  Statistical Downscaling of Regional Climate Model Output to Achieve Projections of Precipitation Extremes.  Weather and Climate Extremes. Volume 12, June 2016, Pages 15–23

Ossenbruggen Paul J.,  Eric Laflamme, and Ernst Linder, (2012). Congestion Probability and Traffic Volatility. Journal of the Transportation Research Board, No 2315, Vol 1 , 54-65.

Avellaneda, Pedro; Ballestero, Thomas; Roseen, R.; Houle James; Linder Ernst. (2011). Bayesian stormwater quality model and its application to water quality monitoring. Environmental Engineering. Vol.137, No.7

Ossenbruggen, P.J., Linder, E., Nguyen B.  (2010). Detecting Unsafe Roadways with Spatial Statistics: Point Patterns and Geostatistical Models.  Journal of Transportation Engineering. . 136, 457

Hagen, S.C. , B.H. Braswell1, E. Linder, S. Frolking, A.D. Richardson, and D.Y.Hollinger. (2006).  Statistical uncertainty of Eddy-flux based estimates of gross ecosystem carbon exchange at Howland Forest, Maine.   J.Geophysical Research, VOL. 111, D08S03, doi:10.1029/2005JD006154

Braswell, B.H., Sacks  W.J. , LinderE. , and Schimel, D.  (2005). Estimating diurnal to annual ecosystem parameters by synthesis of a carbon flux model with Eddy covariance net ecosystem exchange observations.  Global Change Biology 11, 335–355, doi: 10.1111/j.1365-2486.2005.00897.x

Weitz, A.M.,  Linder, E. , Frolking, S., Crill, P.M. , and Keller, M.  (2001). N2O emissions from humid tropical agricultural soils: effects of soil moisture, texture and nitrogen availability.  Soil Biology & Biochemistry, 33, 1077-1093.

Gaudard, M., Karson, M., Linder, E. and Sinha, D. (1999). Bayesian spatial prediction.  Environmental and Ecological Statistics, Vol. 6, No 2,  147 - 182

Braswell, B. H.,  Schimel, D.S.,  Linder, E.  and Moore, B. III. (1997).  The response of global terrestrial ecosystems to interannual temperature variability.  Science, Vol. 278, 870 - 872

Gove, J.H,  Linder, E, and Tzilkowski, W.M.  (1996). Bimodality of the combined removal and signs-of-activities estimator for sampling closed animal populations. Environmental and Ecological Statistics, Vol. 3, 1, 65 - 80

Gaudard, M. A.,  Karson, M. F., Linder, E. and  Tse S.-K. (1995).  A correspondence between two families of asymmetric quantal response models.  J. of Applied Statistical Sciences, Vol 2, 263-276

Linder,E. and Babu G. J. (1994).  Bootstrapping the linear functional relationship with known error variance ratio. Scandinavian J. of Statistics, Vol 21, Nr 1, pp  21-41)

Gaudard, M. A.,  Karson, M. F., Linder, E. and  Tse S.-K. (1993).  Efficient designs for estimation in the power logistic quantal response model.  Statistica  Sinica, Vol. 3, Nr 1, pp 233-244)

Linder, E.,  Patil, G.P., Vaughan D. S. , (1987).  Application of event tree risk analysis to fisheries management. Ecological Modelling, 36,  15-28

 

 

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