John Staudenmayer
Professor

Location
LGRT 1435K
Education
Ph.D. Cornell University, 2000
M.S. Cornell University, 1998
B.A. Williams College, 1992
RESEARCH INTERESTS
Statistics, measurement error, smoothing, measurement of physical activity
Selected Publications
- Sasaki JE, Hickey AM, Staudenmayer JW, John D, Kent JA, Freedson PS. (2016). Performance of Activity Classification Algorithms in Free-Living Older Adults. Med Sci Sports Exerc. 48(5): 941-50.
- Kerr J, Patterson RE, Ellis K, Godbole S, Johnson E, Lanckriet G, Staudenmayer J. (2016). Objective Assessment of Physical Activity: Classifiers for Public Health. Med Sci Sports Exerc. 48(5):951-7.
- Ellis K1, Kerr J, Godbole S, Staudenmayer J, Lanckriet G. (2016). Hip and Wrist Accelerometer Algorithms for Free-Living Behavior Classification. Med Sci Sports Exerc. 48(5): 933-40.
- Li, H, Kozey-Keadle, S, Staudenmayer, J, Assaad, H, Huang, J, Carroll, RJ. (2015). Methods for three-level functional data to assess an exercise intervention trial. Biostatistics. 16(4): 754-71.
- Staudenmayer, J, He, S, Hickey, A, Sasaki, J, Freedson PS. (2015). Methods to estimate aspects of physical activity and sedentary behavior from high frequency wrist accelerometer measurements. Journal of Applied Physiology. 119(4): 396-403.
- Lyden, K, Kozey-Keadle, S, Staudenmayer, J, Braun, B, Freedson PS. (2015). Discrete features of sedentary behavior impact markers of cardiometabolic health. Medicine and Science in Sports and Exercise. 47(5): 1079-86.
- Li, H, Staudenmayer, J, Carroll, RJ. (2014). Hierarchical functional data with mixed continuous and binary measurements. Biometrics. 70(4):802-11.
- Ellis, K, Godbole, S, Marshall, S, Lanckriet, G, Staudenmayer, J and Kerr, J. (2014). Identifying active travel behaviors in challenging environments using GPS, accelerometers, and machine learning algorithms. Front. Public Health. Volume 2.
- Sarkar, A, Mallick, B, Staudenmayer, J, Pati, D, Carroll, RJ. (2014). Bayesian Semiparametric Density Deconvolution in the Presence of Conditionally Heteroscedastic Measurement Errors. Journal of Computational and Graphical Statistics. 23(4):1101-1125.