Statistics Seminar Series

Speaker Name: 
Jennifer Hoeting
Speaker Title: 
Professor of Statistics
Speaker Organization: 
Colorado State University
Start Time: 
Monday, September 30, 2019 - 4:00pm
End Time: 
Monday, September 30, 2019 - 5:00pm
Location: 
Engineering 2, Room 192

Title

Combining mathematical and statistical models: a disease ecology perspective

Abstract

In the study of biological, ecological, or environmental dynamical processes, many theoretical models have been developed but it is not common practice to estimate theoretical model parameters using statistical functions of observed data.  In this talk we present an overview of some of the methods that have been proposed to enable statistical inference for parameters of dynamical models such as ordinary and stochastic differential equation models.  A challenge for statisticians is to develop methods to address the issue of the computationally intensive or intractable likelihoods required for these problems.  The focus of this talk will be applications in disease ecology but the ideas and techniques are applicable to many problems in ecology, biology and other fields.

Bio

Professor Jennifer Hoeting received her PhD in Statistics from the University of Washington and has been on the faculty at Colorado State University since 1994. She specializes in Bayesian statistics, spatial statistics, and model selection and uncertainty. Much of her research is focused on developing new statistical methods to address problems in ecology. She has developed new models and statistical methodology to address a diverse set of problems including disease dynamics (chronic wasting disease), animal abundance (from prairie dogs to whales), stream and wetland ecology, and estimating the number of natural gas leaks in a city. Hoeting is the founding editor of the journal Advances in Statistical Climatology, Meteorology and Oceanography (ASCMO). She has been advisor to more than 30 PhD and MS students. Hoeting's book, Computational Statistics (co-authored by Geof Givens), has been adopted as a textbook at top universities in the US and in over 25 other countries. Hoeting is an elected Fellow of the American Statistical Association (ASA) and received the Distinguished Achievement Medal from the ASA’s Section on Statistics and the Environment. In 2015 she was named Professor Laureate of the College of Natural Sciences at Colorado State University.