Samuel C Kou
Samuel C Kou
Professor of Statistics, Harvard University
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Ever-fluctuating single enzyme molecules: Michaelis-Menten equation revisited
BP English, W Min, AM Van Oijen, KT Lee, G Luo, H Sun, BJ Cherayil, ...
Nature chemical biology 2 (2), 87-94, 2006
Generalized Langevin equation with fractional Gaussian noise: subdiffusion within a single protein molecule
SC Kou, XS Xie
Physical review letters 93, 180603-180800, 2004
Observation of a power-law memory kernel for fluctuations within a single protein molecule
W Min, G Luo, BJ Cherayil, SC Kou, XS Xie
Physical review letters 94 (19), 198302, 2005
Accurate estimation of influenza epidemics using Google search data via ARGO
S Yang, M Santillana, SC Kou
Proceedings of the National Academy of Sciences 112 (47), 14473-14478, 2015
Fluctuating enzymes: lessons from single-molecule studies
W Min, BP English, G Luo, BJ Cherayil, SC Kou, XS Xie
Accounts of chemical research 38 (12), 923-931, 2005
Single-molecule michaelis− menten equations
SC Kou, BJ Cherayil, W Min, BP English, XS Xie
The journal of physical chemistry B 109 (41), 19068-19081, 2005
Nonspecifically bound proteins spin while diffusing along DNA
PC Blainey, G Luo, SC Kou, WF Mangel, GL Verdine, B Bagchi, XS Xie
Nature structural & molecular biology 16 (12), 1224-1229, 2009
Stochastic modeling in nanoscale biophysics: subdiffusion within proteins
SC Kou
Equi-energy sampler with applications in statistical inference and statistical mechanics
SC Kou, Q Zhou, WH Wong
SURE estimates for a heteroscedastic hierarchical model
X Xie, SC Kou, LD Brown
Journal of the American Statistical Association 107 (500), 1465-1479, 2012
When Does the Michaelis− Menten Equation Hold for Fluctuating Enzymes?
W Min, IV Gopich, BP English, SC Kou, XS Xie, A Szabo
The Journal of Physical Chemistry B 110 (41), 20093-20097, 2006
Using electronic health records and Internet search information for accurate influenza forecasting
S Yang, M Santillana, JS Brownstein, J Gray, S Richardson, SC Kou
BMC infectious diseases 17, 1-9, 2017
Bayesian analysis of single-molecule experimental data
SC Kou, X Sunney Xie, JS Liu
Journal of the Royal Statistical Society Series C: Applied Statistics 54 (3 …, 2005
Advances in using Internet searches to track dengue
S Yang, SC Kou, F Lu, JS Brownstein, N Brooke, M Santillana
PLoS computational biology 13 (7), e1005607, 2017
Biopolymer structure simulation and optimization via fragment regrowth Monte Carlo
J Zhang, SC Kou, JS Liu
The Journal of chemical physics 126 (22), 2007
Reproducible machine learning methods for lung cancer detection using computed tomography images: Algorithm development and validation
KH Yu, TLM Lee, MH Yen, SC Kou, B Rosen, JH Chiang, IS Kohane
Journal of medical Internet research 22 (8), e16709, 2020
Nonequilibrium steady state of a nanometric biochemical system: Determining the thermodynamic driving force from single enzyme turnover time traces
W Min, L Jiang, J Yu, SC Kou, H Qian, XS Xie
Nano letters 5 (12), 2373-2378, 2005
Stepwise signal extraction via marginal likelihood
C Du, CLM Kao, SC Kou
Journal of the American Statistical Association 111 (513), 314-330, 2016
Optimal shrinkage estimation of mean parameters in family of distributions with quadratic variance
X Xie, SC Kou, L Brown
Annals of statistics 44 (2), 564, 2016
Model of fluorescence intermittency in single enzymes
S Chaudhury, SC Kou, BJ Cherayil
The Journal of Physical Chemistry B 111 (9), 2377-2384, 2007
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