S C. Samuel Kou - Publications

Affiliations: 
Harvard University, Cambridge, MA, United States 
Area:
Statistics
Website:
https://statistics.fas.harvard.edu/people/sc-samuel-kou

19 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Ning S, Yang S, Kou SC. Accurate regional influenza epidemics tracking using Internet search data. Scientific Reports. 9: 5238. PMID 30918276 DOI: 10.1038/s41598-019-41559-6  1
2018 Yu KH, Lee TM, Chen YJ, Ré C, Kou SC, Chiang JH, Snyder M, Kohane IS. A Cloud-Based Metabolite and Chemical Prioritization System for the Biology/Disease-driven Human Proteome Project. Journal of Proteome Research. PMID 30094994 DOI: 10.1021/acs.jproteome.8b00378  1
2018 Yu KH, Lee TL, Wang CS, Chen YJ, Ré C, Kou SC, Chiang JH, Kohane IS, Snyder M. Systematic Protein Prioritization for Targeted Proteomics Studies through Literature Mining. Journal of Proteome Research. PMID 29505266 DOI: 10.1021/acs.jproteome.7b00772  1
2017 Yang S, Kou SC, Lu F, Brownstein JS, Brooke N, Santillana M. Advances in using Internet searches to track dengue. Plos Computational Biology. 13: e1005607. PMID 28727821 DOI: 10.1371/journal.pcbi.1005607  1
2017 Yang S, Santillana M, Brownstein JS, Gray J, Richardson S, Kou SC. Using electronic health records and Internet search information for accurate influenza forecasting. Bmc Infectious Diseases. 17: 332. PMID 28482810 DOI: 10.1186/s12879-017-2424-7  1
2017 Wong SW, Liu JS, Kou SC. Fast De Novo Discovery of Low-energy Protein Loop Conformations. Proteins. PMID 28378911 DOI: 10.1002/prot.25300  1
2016 Chen Y, Shen K, Shan SO, Kou SC. Analyzing Single-Molecule Protein Transportation Experiments via Hierarchical Hidden Markov Models. Journal of the American Statistical Association. 111: 951-966. PMID 28943680 DOI: 10.1080/01621459.2016.1140050  0.56
2016 Du C, Kao CM, Kou SC. Stepwise Signal Extraction via Marginal Likelihood. Journal of the American Statistical Association. 111: 314-330. PMID 27212739 DOI: 10.1080/01621459.2015.1006365  1
2016 Xie X, Kou SC, Brown L. OPTIMAL SHRINKAGE ESTIMATION OF MEAN PARAMETERS IN FAMILY OF DISTRIBUTIONS WITH QUADRATIC VARIANCE. Annals of Statistics. 44: 564-597. PMID 27041778 DOI: 10.1214/15-AOS1377  1
2015 Yang S, Santillana M, Kou SC. Accurate estimation of influenza epidemics using Google search data via ARGO. Proceedings of the National Academy of Sciences of the United States of America. PMID 26553980 DOI: 10.1073/pnas.1515373112  1
2014 Qian H, Kou SC. Statistics and Related Topics in Single-Molecule Biophysics. Annual Review of Statistics and Its Application. 1: 465-492. PMID 25009825 DOI: 10.1146/annurev-statistics-022513-115535  1
2012 Kou SC, Olding BP, Lysy M, Liu JS. A Multiresolution Method for Parameter Estimation of Diffusion Processes. Journal of the American Statistical Association. 107: 1558-1574. PMID 25328259 DOI: 10.1080/01621459.2012.720899  1
2012 Xie X, Kou SC, Brown LD. SURE Estimates for a Heteroscedastic Hierarchical Model. Journal of the American Statistical Association. 107: 1465-1479. PMID 25301976 DOI: 10.1080/01621459.2012.728154  1
2012 Du C, Kou SC. Correlation Analysis of Enzymatic Reaction of a Single Protein Molecule. The Annals of Applied Statistics. 6: 950-976. PMID 23408514 DOI: 10.1214/12-AOAS541  1
2007 Zhang J, Kou SC, Liu JS. Biopolymer structure simulation and optimization via fragment regrowth Monte Carlo. The Journal of Chemical Physics. 126: 225101. PMID 17581081 DOI: 10.1063/1.2736681  1
2006 Kou SC, Oh J, Wong WH. A study of density of states and ground states in hydrophobic-hydrophilic protein folding models by equi-energy sampling. The Journal of Chemical Physics. 124: 244903. PMID 16821999 DOI: 10.1063/1.2208607  0.36
2005 Kou SC, Cherayil BJ, Min W, English BP, Xie XS. Single-molecule Michaelis-Menten equations. The Journal of Physical Chemistry. B. 109: 19068-81. PMID 16853459 DOI: 10.1021/jp051490q  1
2005 Min W, English BP, Luo G, Cherayil BJ, Kou SC, Xie XS. Fluctuating enzymes: lessons from single-molecule studies. Accounts of Chemical Research. 38: 923-31. PMID 16359164 DOI: 10.1021/ar040133f  1
2004 Kou SC, Xie XS. Generalized Langevin equation with fractional Gaussian noise: subdiffusion within a single protein molecule. Physical Review Letters. 93: 180603. PMID 15525146 DOI: 10.1103/PhysRevLett.93.180603  1
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