Data Modeling for the Sciences: Applications, Basics, Computations - Hardcover

Press, Steve; Sgouralis, Ioannis

 
9781009098502: Data Modeling for the Sciences: Applications, Basics, Computations

Inhaltsangabe

A self-contained and accessible guide to probabilistic data modeling, ideal for students and researchers in the natural sciences.

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Über die Autorinnen und Autoren

Steve Pressé is Professor of Physics and Chemistry at Arizona State University, Tempe. His research lies at the interface of Biophysics and Chemical Physics with an emphasis on inverse methods. He is a recipient of a National Science Foundation CAREER award and a Research Corporation 'Molecules come to Life' Fellow. He has extensive experience in teaching data analysis and modeling at both undergraduate and graduate level with funding from the NIH and NSF in data modelling applied to the interpretation of single molecule dynamics and image analysis.

Ioannis Sgouralis is Assistant Professor of Mathematics at the University of Tennessee, Knoxville. His research is focused on computational modeling and applied mathematics, particularly the integration of data acquisition with data analysis across biology, chemistry, and physics.

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