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Journal Article
Journal of Statistical Software, ISSN 1548-7660, 06/2017, Volume 78, Issue CN1, pp. 1 - 22
The R package MfUSampler provides Markov chain Monte Carlo machinery for generating samples from multivariate probability distributions using univariate... 
Metropolis | Gibbs sampling | Markov chain Monte Carlo | Adaptive rejection sampler | Slice sampler | DISTRIBUTIONS | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | slice sampler | adaptive rejection sampler | MARKOV-CHAINS | HAMILTONIAN MONTE-CARLO | STATISTICS & PROBABILITY
Journal Article
Journal of Statistical Software, ISSN 1548-7660, 10/2016, Volume 74, Issue CS2, pp. 1 - 33
Journal Article
JOURNAL OF STATISTICAL SOFTWARE, ISSN 1548-7660, 05/2019, Volume 89, Issue 9
The R package CFC performs cause-specific, competing-risk survival analysis by computing cumulative incidence functions from unadjusted, cause-specific... 
STATISTICS & PROBABILITY | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | Newton-Cotes | adaptive quadrature | MODELS | Markov chain Monto Carlo
Journal Article
Open Heart, ISSN 2053-3624, 05/2019, Volume 6, Issue 1, p. e001047
ObjectivesIn young and middle-aged adults, there are three current options for aortic valve replacement (AVR), namely mechanical AVR (mechAVR), tissue AVR... 
autograft aortic valve replacement | clinical trial | ross procedure | outcomes | economical analysis | bioprosthesis avr | mechanical avr | Systematic review | Stroke | Decision making | Meta-analysis
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 08/2015, Volume 88, pp. 75 - 99
Computational intensity and sequential nature of estimation techniques for Bayesian methods in statistics and machine learning, combined with their increasing... 
Logistic regression | Hierarchical Bayesian | Intel Xeon Phi | OpenMP | GPU | Vectorization | DISTRIBUTIONS | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | LEARNING ALGORITHM | SYSTEMS | STATISTICS & PROBABILITY | MODEL | Markov processes | Multiprocessing | Machine learning
Journal Article
Molecular Systems Biology, ISSN 1744-4292, 07/2010, Volume 6, Issue 1, pp. 396 - n/a
Journal Article
Journal Article
Open Heart, ISSN 2053-3624, 03/2016, Volume 3, Issue 1, p. e000338
ObjectiveSurgical aortic valve replacement (AVR) remains the gold standard therapy for severe aortic stenosis. Long-term survival data following AVR is... 
Hospitals | Gender | Mortality | Medical prognosis | Age | Data bases
Journal Article
European Urology Focus, 2019
Preoperative membranous urethral length on magnetic resonance imaging should be incorporated to help predict the risk of incontinence as part of a preoperative... 
Continence | Membranous urethral length | Radical prostatectomy | Interobserver variability
Journal Article
07/2015
Combining matching and regression for causal inference provides double-robustness in removing treatment effect estimation bias due to confounding variables. In... 
Statistics - Methodology
Journal Article
01/2015
The R package RegressionFactory provides expander functions for constructing the high-dimensional gradient vector and Hessian matrix of the log-likelihood... 
Statistics - Computation
Journal Article
12/2014
The R package MfUSampler provides Monte Carlo Markov Chain machinery for generating samples from multivariate probability distributions using univariate... 
Statistics - Computation
Journal Article
12/2014
Single-Instruction, Multiple-Data (SIMD) random number generators (RNGs) take advantage of vector units to offer significant performance gain over... 
Journal Article
08/2013
We present MH-MGT, a multivariate technique for sampling from twice-differentiable, log-concave probability density functions. MH-MGT is Metropolis-Hastings... 
Statistics - Methodology
Journal Article
02/2015
The R package sns implements Stochastic Newton Sampler (SNS), a Metropolis-Hastings Monte Carlo Markov Chain algorithm where the proposal density function is a... 
Journal Article
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