David A. Campbell

Generating author description...

All published works

Action	Title	Year	Authors
+ PDF Chat	A probabilistic diagnostic for Laplace approximations: Introduction and experimentation	2024	Shaun McDonald David A. Campbell
+ PDF Chat	FRODO: A novel approach to micro-macro multilevel regression	2024	Shaun McDonald Alexandre Leblanc Saman Muthukumarana David A. Campbell
+ PDF Chat	A review of uncertainty quantification for density estimation	2021	Shaun McDonald David A. Campbell
+ PDF Chat	Incremental Mixture Importance Sampling With Shotgun Optimization	2019	Biljana Jonoska Stojkova David A. Campbell
+	Parallel Tempering via Simulated Tempering Without Normalizing Constants	2019	Biljana Jonoska Stojkova David A. Campbell
+	Bayesian Solution Uncertainty Quantification for Differential Equations	2016	Oksana Chkrebtii David A. Campbell Ben Calderhead Mark Girolami
+ PDF Chat	Sequentially Constrained Monte Carlo	2015	Shirin Golchi David A. Campbell
+ PDF Chat	Transdimensional approximate Bayesian computation for inference on invasive species models with latent variables of unknown dimension	2015	Oksana Chkrebtii Erin K. Cameron David A. Campbell Erin M. Bayne
+ PDF Chat	Monotone Emulation of Computer Experiments	2015	Shirin Golchi Derek Bingham Hugh Chipman David A. Campbell
+	Sequentially Constrained Monte Carlo	2014	Shirin Golchi David A. Campbell
+	Sequentially Constrained Monte Carlo	2014	Shirin Golchi David A. Campbell
+	Transdimensional Approximate Bayesian Computation for Inference on Invasive Species Models with Latent Variables of Unknown Dimension	2013	Oksana Chkrebtii Erin K. Cameron David A. Campbell Erin M. Bayne
+ PDF Chat	An ANOVA test for parameter estimability using data cloning with application to statistical inference for dynamic systems	2013	David A. Campbell Subhash R. Lele
+	Monotone Function Estimation for Computer Experiments	2013	Shirin Golchi Derek Bingham Hugh Chipman David A. Campbell
+	Bayesian Solution Uncertainty Quantification for Differential Equations	2013	Oksana Chkrebtii David A. Campbell Ben Calderhead Mark Girolami
+	Bayesian Uncertainty Quantification for Differential Equations	2013	Oksana Chkrebtii David A. Campbell Mark Girolami Ben Calderhead
+	An ANOVA Test for Parameter Estimability using Data Cloning with Application to Statistical Inference for Dynamic Systems	2013	David A. Campbell Subhash R. Lele
+	Transdimensional Approximate Bayesian Computation for Inference on Invasive Species Models with Latent Variables of Unknown Dimension	2013	Oksana Chkrebtii Erin K. Cameron David A. Campbell Erin M. Bayne
+	Monotone Function Estimation for Computer Experiments	2013	Shirin Golchi Derek Bingham Hugh Chipman David A. Campbell
+	Bayesian Solution Uncertainty Quantification for Differential Equations	2013	Oksana Chkrebtii David A. Campbell Ben Calderhead Mark Girolami
+	Smooth functional tempering for nonlinear differential equation models	2011	David A. Campbell Russell Steele

Common Coauthors

Coauthor	Papers Together
Oksana Chkrebtii	7
Shirin Golchi	6
Ben Calderhead	4
Mark Girolami	4
Shaun McDonald	3
Erin M. Bayne	3
Hugh Chipman	3
Derek Bingham	3
Erin K. Cameron	3
Subhash R. Lele	2
Biljana Jonoska Stojkova	2
Russell Steele	1
Saman Muthukumarana	1
Alexandre Leblanc	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Smooth functional tempering for nonlinear differential equation models	2011	David A. Campbell Russell Steele	7
+ PDF Chat	Parameter Estimation for Differential Equation Models Using a Framework of Measurement Error in Regression Models	2008	Hua Liang Hulin Wu	6
+	Markov Chain Monte Carlo Maximum Likelihood	1991	Charles J. Geyer	5
+ PDF Chat	An ANOVA test for parameter estimability using data cloning with application to statistical inference for dynamic systems	2013	David A. Campbell Subhash R. Lele	4
+	Monotone<i>B</i>-Spline Smoothing	1998	Xuming He Peide Shi	4
+ PDF Chat	Sequential Monte Carlo Samplers	2006	Pierre Del Moral Arnaud Doucet Ajay Jasra	4
+ PDF Chat	Estimating Smooth Monotone Functions	1998	J. O. Ramsay	3
+	$\sqrt n$-consistent parameter estimation for systems of ordinary differential equations: bypassing numerical integration via smoothing	2012	Shota Gugushvili Chris A. J. Klaassen	3
+ PDF Chat	Inverse problems: A Bayesian perspective	2010	Andrew M. Stuart	3
+ PDF Chat	Estimating and Projecting Trends in HIV/AIDS Generalized Epidemics Using Incremental Mixture Importance Sampling	2010	Adrian E. Raftery Le Bao	3
+	Statistical inverse problems: Discretization, model reduction and inverse crimes	2006	Jari P. Kaipio Erkki Somersalo	3
+ PDF Chat	Deterministic Nonperiodic Flow	1963	Edward N. Lorenz	3
+	How Many Iterations in the Gibbs Sampler?	1991	Adrian E. Raftery Steven M. Lewis	3
+ PDF Chat	Inference from Iterative Simulation Using Multiple Sequences	1992	Andrew Gelman Donald B. Rubin	3
+	Physiological Pharmacokinetic Analysis Using Population Modeling and Informative Prior Distributions	1996	Andrew Gelman Frédéric Y. Bois Jiming Jiang	3
+ PDF Chat	Sieve estimation of constant and time-varying coefficients in nonlinear ordinary differential equation models by considering both numerical error and measurement error	2010	Hongqi Xue Hongyu Miao Hulin Wu	3
+ PDF Chat	Parameter estimation of ODE’s via nonparametric estimators	2008	Nicolas J-B. Brunel	3
+ PDF Chat	Annealing Markov Chain Monte Carlo with Applications to Ancestral Inference	1995	Charles J. Geyer E. A. Thompson	3
+ PDF Chat	Estimating Bayes factors via thermodynamic integration and population MCMC	2009	Ben Calderhead Mark Girolami	3
+ PDF Chat	Cases for the nugget in modeling computer experiments	2010	Robert B. Gramacy Herbert K. H. Lee	3
+	Singular boundary value problems for ODEs	2002	L. F. Shampine	3
+ PDF Chat	Riemann Manifold Langevin and Hamiltonian Monte Carlo Methods	2011	Mark Girolami Ben Calderhead	3
+ PDF Chat	A simple nonparametric estimator of a strictly monotone regression function	2006	Holger Dette Natalie Neumeyer Kay F. Pilz	3
+ PDF Chat	Sequentially Constrained Monte Carlo	2015	Shirin Golchi David A. Campbell	2
+	Solving Differential Equations in<i>R</i>: Package<b>deSolve</b>	2010	Karline Soetaert Thomas Petzoldt R. Woodrow Setzer	2
+ PDF Chat	A note on Metropolis-Hastings kernels for general state spaces	1998	Luke Tierney	2
+	Chaos in the Lorenz equations: a computer-assisted proof	1995	Konstantin Mischaikow Marian Mrożek	2
+ PDF Chat	<b>MCMCpack</b>: Markov Chain Monte Carlo in<i>R</i>	2011	Andrew D. Martin Kevin M. Quinn Jong Hee Park	2
+	Topological Approach to Rigorous Numerics of Chaotic Dynamical Systems with Strong Expansion of Error Bounds	2009	Marian Mrożek Roman Srzednicki	2
+	Monotonic cubic spline interpolation	1999	Wolber Alfy	2
+	On Bayesian Analysis of Mixtures with an Unknown Number of Components	1997	Sylvia Richardson Peter J. Green	2
+ PDF Chat	Data cloning: easy maximum likelihood estimation for complex ecological models using Bayesian Markov chain Monte Carlo methods	2007	Subhash R. Lele Brian Dennis Frithjof Lutscher	2
+ PDF Chat	No free lunch theorems for optimization	1997	David H. Wolpert William G. Macready	2
+	Computation of Multivariate Normal and t Probabilities	2009	Alan Genz Frank Bretz	2
+ PDF Chat	Stability and Multiplicity of Solutions to Discretizations of Nonlinear Ordinary Differential Equations	1981	Wolf‐Jürgen Beyn Eusebius J. Doedel	2
+ PDF Chat	Numerical Methods for Two-Point Boundary Value Problems	2019	Herbert B. Keller	2
+	Replica Monte Carlo Simulation of Spin-Glasses	1986	Robert H. Swendsen Jian‐Sheng Wang	2
+	CODA: convergence diagnosis and output analysis for MCMC	2006	Martyn Plummer Nicky Best Kate Cowles Karen Vines	2
+	Estimability and Likelihood Inference for Generalized Linear Mixed Models Using Data Cloning	2010	Subhash R. Lele Khurram Nadeem Byron Schmuland	2
+ PDF Chat	Upper Probabilities Based Only on the Likelihood Function	1999	Peter Walley Serafı́n Moral	2
+	On Best Practice Optimization Methods in<i>R</i>	2014	John C. Nash	2
+	MCMC Using Ensembles of States for Problems with Fast and Slow Variables such as Gaussian Process Regression	2011	Radford M. Neal	2
+	Asymptotic inference for dynamical systems observed with error	1995	Steven N. MacEachern L. Mark Berliner	2
+ PDF Chat	Flexible smoothing with B-splines and penalties	1996	Paul H.C. Eilers Brian D. Marx	2
+	Space and Space-Time Modeling using Process Convolutions	2002	Dave Higdon	2
+ PDF Chat	Simulated Tempering: A New Monte Carlo Scheme	1992	Enzo Marinari Giorgio Parisi	2
+	On the Asymptotic Behaviour of Posterior Distributions	1969	A. M. Walker	2
+	Monte Carlo Methods of Inference for Implicit Statistical Models	1984	Peter J. Diggle Richard J. Gratton	2
+ PDF Chat	A quantitative probabilistic investigation into the accumulation of rounding errors in numerical ODE solution	2009	Sebastian Mosbach Amanda Turner	2
+	Examples of inconsistent Bayes procedures based on observations on dynamical systems	1993	L. Mark Berliner Steven N. MacEachern	2