S. Kou

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Aliases
Sam C. Kou, S. C. Kou, Samuel C Kou, Samuel C. Kou, Samuel Kou, S C Kou
Publication record
58 papers · 3,155 citations · H-index 21

PAPERS

Catalytic Priors: Using Synthetic Data to Specify Prior Distributions in Bayesian Analysis
20227 citationsauthor #4
magi: A Package for Inference of Dynamic Systems from Noisy and Sparse Data via Manifold-Constrained Gaussian Processes
202210 citationsauthor #3
Estimating and Assessing Differential Equation Models with Time-Course Data
20227 citationsauthor #3
Forecasting Unemployment Using Internet Search Data via PRISM
202015 citationsauthor #4
Catalytic prior distributions with application to generalized linear models
202013 citationsauthor #5
Statistical Methodology in Single-Molecule Experiments
202010 citationsauthor #2
Penalized Regression with Inferred Seasonality Module - Forecasting Unemployment Initial Claims using 'Google Trends' Data [R package PRISM.forecast version 0.2.0]
20200 citationsauthor #2
Unmasking the Actual COVID-19 Case Count
20202 citationsauthor #1
Correction for Huang et al., Catalytic prior distributions with application to generalized linear models
20200 citationsauthor #4
Inference of dynamic systems via manifold-constrained Gaussian processes
20200 citationsauthor #3
Supplement: Statistical Methodology in Single-Molecule Experiments
20192 citationsauthor #2
Ever-fluctuating single enzyme molecules English
20190 citationsauthor #8
Digital Disease Detection with Big Data
20180 citationsauthor #1
Exploring the conformational space for protein folding with sequential Monte Carlo
20189 citationsauthor #3
Estimating thresholding levels for random fields via Euler characteristics
201720 citationsauthor #3
THE CONFORMATIONAL SPACE FOR PROTEIN FOLDING WITH SEQUENTIAL MONTE CARLO By
20171 citationsauthor #3
OPTIMAL SHRINKAGE ESTIMATION OF MEAN PARAMETERS IN FAMILY OF DISTRIBUTIONS WITH QUADRATIC VARIANCE.
201634 citationsauthor #2
Advances in using Internet searches to track dengue
201693 citationsauthor #2
Analyzing Single-Molecule Protein Transportation Experiments via Hierarchical Hidden Markov Models
201617 citationsauthor #4
Stepwise Signal Extraction via Marginal Likelihood
201660 citationsauthor #3
Optimal shrinkage estimation in heteroscedastic hierarchical linear models
201521 citationsauthor #1
Statistics and Related Topics in Single-Molecule Biophysics.
2014151 citationsauthor #2
Correlation Analysis of Enzymatic Reaction of a Single Protein Molecule.
201210 citationsauthor #2
CORRELATION ANALYSIS OF ENZYMATIC REACTION OF A SINGLE PROTEIN MOLECULE1
20120 citationsauthor #2
Comment
20120 citationsauthor #1
SURE Estimates for a Heteroscedastic Hierarchical Model
2012118 citationsauthor #2
Convergence of the Equi-Energy Sampler and Its Application to the Ising Model.
20114 citationsauthor #2
Nonparametric Inference of Doubly Stochastic Poisson Process Data via the Kernel Method.
201126 citationsauthor #2
Optimal Shrinkage Estimation in Heteroscedastic Hierarchical Models: Beyond Gaussian
20100 citationsauthor #1
Approximating the a-permanent
20099 citationsauthor #1
FRESS: an Efficient Monte Carlo Method for Biopolymer Structure Simulation
20090 citationsauthor #3
Statistical challenges in nanoscale biophysics
20090 citationsauthor #1
Stochastic Modeling in Nanoscale Biophysics: Subdiffusion within Proteins
20085 citationsauthor #2
Stochastic Modeling in Nanoscale Biophysics: Subdiffusion within Proteins
20080 citationsauthor #2
Stochastic Modeling in Nanoscale Biophysics: Subdiffusion within Proteins
200815 citationsauthor #2
Stochastic Modeling in Nanoscale Biophysics : Subdiffusion within Proteins
20080 citationsauthor #2
Stochastic modeling in nanoscale biophysics: Subdiffusion within proteins
2008202 citationsauthor #1
Stochastic Networks in Nanoscale Biophysics : Modeling Enzymatic Reaction of a Single Protein
200828 citationsauthor #1
Model of fluorescence intermittency in single enzymes.
200729 citationsauthor #2
Biopolymer Structure Simulation and Optimization via Fragment Regrowth Monte Carlo
20070 citationsauthor #1
Erratum: Ever-fluctuating single enzyme molecules: Michaelis-Menten equation revisited
200630 citationsauthor #8
When does the Michaelis-Menten equation hold for fluctuating enzymes?
2006109 citationsauthor #4
Rejoinder to "Equi-energy sampler with applications in statistical inference and statistical mechanics"
20062 citationsauthor #1
DISCUSSION OF “EQUI-ENERGY SAMPLER ” BY KOU,
20060 citationsauthor #1
Ever-fluctuating single enzyme molecules: Michaelis-Menten equation revisited
2006713 citationsauthor #8
Fluctuating Enzymes: Lessons from Single‐Molecule Studies
200628 citationsauthor #5
Nonequilibrium steady state of a nanometric biochemical system: determining the thermodynamic driving force from single enzyme turnover time traces.
200554 citationsauthor #4
Observation of a power law memory kernel for distance fluctuation within a single protein molecule
20054 citationsauthor #4
Bayesian analysis of single‐molecule experimental data
200584 citationsauthor #1
Single-molecule Michaelis-Menten equations.
2005331 citationsauthor #1
Observation of a power-law memory kernel for fluctuations within a single protein molecule.
2005364 citationsauthor #4
Equi-energy sampler with applications in statistical inference and statistical mechanics
2005159 citationsauthor #1
Fluctuating enzymes: lessons from single-molecule studies.
2005327 citationsauthor #5
A Diffusion Model for Growth Stocks
200426 citationsauthor #1
Markov Chain Monte Carlo in the Analysis of Single‐Molecule Experimental Data
20032 citationsauthor #1
Is Cp an empirical Bayes method for smoothing parameter choice
20030 citationsauthor #1
On the efficiency of selection criteria in spline regression
20039 citationsauthor #1
Asset price modeling: modeling growth stocks (part II)
20020 citationsauthor #1

TIMELINE

2002 0 citations

2003 11 citations

2004 26 citations

2005 1,323 citations

2006 882 citations

2007 29 citations

2008 250 citations

2009 9 citations

2010 0 citations

2011 30 citations

2012 128 citations

2014 151 citations

2015 21 citations

2016 204 citations

2017 21 citations

2018 9 citations

2019 2 citations

2020 40 citations

2022 24 citations

S. Kou

PROFILE

PAPERS

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