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searching for Bayesian statistics 107 found (400 total)

Relevance vector machine (363 words) [view diff] no match in snippet view article find links to article

In mathematics, a Relevance Vector Machine (RVM) is a machine learning technique that uses Bayesian inference to obtain parsimonious solutions for regression

Isotonic regression (1,412 words) [view diff] no match in snippet view article find links to article

In statistics and numerical analysis, isotonic regression or monotonic regression is the technique of fitting a free-form line to a sequence of observations

Pitman–Yor process (436 words) [view diff] no match in snippet view article find links to article

In probability theory, a Pitman–Yor process denoted PY(d, θ, G0), is a stochastic process whose sample path is a probability distribution. A random sample

OpenBUGS (464 words) [view diff] no match in snippet view article find links to article

OpenBUGS is a software application for the Bayesian analysis of complex statistical models using Markov chain Monte Carlo (MCMC) methods. OpenBUGS is the

Stan (software) (759 words) [view diff] no match in snippet view article

Stan is a probabilistic programming language for statistical inference written in C++. The Stan language is used to specify a (Bayesian) statistical model

Just another Gibbs sampler (514 words) [view diff] no match in snippet view article find links to article

Just another Gibbs sampler (JAGS) is a program for simulation from Bayesian hierarchical models using Markov chain Monte Carlo (MCMC), developed by Martyn

History of statistics (7,618 words) [view diff] exact match in snippet view article find links to article

Pierre-Simon, marquis de Laplace, the main early developer of Bayesian statistics.

PyMC (1,439 words) [view diff] case mismatch in snippet view article find links to article

PyMC (formerly known as PyMC3) is a probabilistic programming language written in Python. It can be used for Bayesian statistical modeling and probabilistic

Gaussian process (5,508 words) [view diff] no match in snippet view article find links to article

In probability theory and statistics, a Gaussian process is a stochastic process (a collection of random variables indexed by time or space), such that

Hierarchical Dirichlet process (1,288 words) [view diff] no match in snippet view article find links to article

In statistics and machine learning, the hierarchical Dirichlet process (HDP) is a nonparametric Bayesian approach to clustering grouped data. It uses a

NewLISP (953 words) [view diff] exact match in snippet view article find links to article

functions, support for distributed and multicore processing, and Bayesian statistics. newLISP is free and open-source software released under the GNU

Inference (2,629 words) [view diff] no match in snippet view article find links to article

Inferences are steps in reasoning, moving from premises to logical consequences; etymologically, the word infer means to "carry forward". Inference is

Platform trial (1,613 words) [view diff] exact match in snippet view article find links to article

active enrollment phase. Platform trials commonly take advantage of Bayesian statistics, but may incorporate elements of frequentist statistics and/or machine

Platform trial (1,613 words) [view diff] exact match in snippet view article find links to article

active enrollment phase. Platform trials commonly take advantage of Bayesian statistics, but may incorporate elements of frequentist statistics and/or machine

LaplacesDemon (409 words) [view diff] no match in snippet view article find links to article

LaplacesDemon is an open-source statistical package that is intended to provide a complete environment for Bayesian inference. LaplacesDemon has been used

MCSim (989 words) [view diff] no match in snippet view article find links to article

GNU MCSim is a suite of simulation software. It allows one to design one's own statistical or simulation models, perform Monte Carlo simulations, and Bayesian

Dirichlet process (4,861 words) [view diff] no match in snippet view article find links to article

In probability theory, Dirichlet processes (after the distribution associated with Peter Gustav Lejeune Dirichlet) are a family of stochastic processes

List of mathematical probabilists (550 words) [view diff] exact match in snippet view article find links to article

probability) Harold Jeffreys (1891–1989) - one of the giants within Bayesian statistics school Richard Jeffrey (1926–2002) - best known for the philosophy

Hidden Markov random field (315 words) [view diff] exact match in snippet view article find links to article

considered a user-defined constant. However, ideas from nonparametric Bayesian statistics, which allow for data-driven inference of the number of states, have

Frequentist inference (2,459 words) [view diff] exact match in snippet view article find links to article

type II errors. As a point of reference, the complement to this in Bayesian statistics is the minimum Bayes risk criterion. Because of the reliance of the

Bayesian inference in marketing (3,125 words) [view diff] exact match in snippet view article find links to article

divided by the probability of the new evidence. While the concepts of Bayesian statistics are thought to date back to 1763, marketers' exposure to the concepts

Relative likelihood (722 words) [view diff] exact match in snippet view article find links to article

confidence intervals in frequentist statistics and credible intervals in Bayesian statistics. Likelihood intervals are interpreted directly in terms of relative

Mark Berliner (86 words) [view diff] exact match in snippet view article find links to article

analysis in complex settings and geophysical problems, and formerly Bayesian statistics, decision theory and Bayesian analysis. He is a professor emeritus

Ruth Mickey (359 words) [view diff] case mismatch in snippet view article find links to article

(with Olive Jean Dunn and Virginia A. Clark, Wiley, 3rd ed., 2004) Bayesian Statistics for Beginners: A Step-by-Step Approach (with Therese M. Donovan,

Imprecise Dirichlet process (3,277 words) [view diff] no match in snippet view article find links to article

In probability theory and statistics, the Dirichlet process (DP) is one of the most popular Bayesian nonparametric models. It was introduced by Thomas

Regularization (mathematics) (4,598 words) [view diff] exact match in snippet view article

regularization term that corresponds to a prior. By combining both using Bayesian statistics, one can compute a posterior, that includes both information sources

Alan E. Gelfand (1,297 words) [view diff] exact match in snippet view article find links to article

Gelfand’s research includes substantial contributions to the fields of Bayesian statistics, spatial statistics and hierarchical modeling. Gelfand was born in

Paul E. Green (499 words) [view diff] exact match in snippet view article find links to article

modern marketing science and practice", having popularised the use of Bayesian statistics, multidimensional scaling, clustering, and qualitative data analysis

Duncan K. Foley (825 words) [view diff] exact match in snippet view article find links to article

environmental economic policy and technological innovation, econometrics, Bayesian statistics and foundations for choice of theory, information theory, complex

Adaptive design (medicine) (4,365 words) [view diff] exact match in snippet view article

trials inherently suggests the use of Bayesian statistical analysis. Bayesian statistics inherently address updating information such as that seen in adaptive

Jean-Pierre Florens (326 words) [view diff] case mismatch in snippet view article find links to article

Florens has written 3 books and over 100 articles. Elements of Bayesian Statistics (Ed.), Marcel Dekker, 1990 (with Michel Mouchart and Jean-Marie Rolin)

Concept learning (4,177 words) [view diff] exact match in snippet view article find links to article

using behavioral testing of adults, children, and machines from Bayesian statistics and probability theory, but also from geometry, graph theory, and

John A. Hartigan (394 words) [view diff] exact match in snippet view article find links to article

including the famous Hartigan-Wong method and biclustering, and Bayesian statistics. Hartigan was born in Sydney, Australia and studied mathematics at

List of genetic algorithm applications (2,503 words) [view diff] exact match in snippet view article find links to article

(GA) applications. Bayesian inference links to particle methods in Bayesian statistics and hidden Markov chain models Artificial creativity Chemical kinetics

Metropolis–Hastings algorithm (4,533 words) [view diff] case mismatch in snippet view article find links to article

and Steven Lewis. "How Many Iterations in the Gibbs Sampler?" In Bayesian Statistics 4. 1992. Newman, M. E. J.; Barkema, G. T. (1999). Monte Carlo Methods

List of women in statistics (8,205 words) [view diff] exact match in snippet view article find links to article

British statistician who specialises in medical statistics and Bayesian statistics Julie E. Backer (1890–1977), Norwegian health and population statistician

Richard E. Barlow (307 words) [view diff] exact match in snippet view article find links to article

addition to reliability theory, he dealt with probabilistic modeling in Bayesian statistics and statistical data analysis. In 1991 he was awarded the John von

Hartley (unit) (904 words) [view diff] case mismatch in snippet view article

143. JSTOR 688010. MR 0055678. Good, Irving John (1985). "Weight of Evidence: A Brief Survey" (PDF). Bayesian Statistics. 2: 253. Retrieved 2012-12-13.

Mike West (statistician) (829 words) [view diff] exact match in snippet view article

and American statistician. West works primarily in the field of Bayesian statistics, with research contributions ranging from theory to applied research

Lévy process (1,715 words) [view diff] case mismatch in snippet view article find links to article

Lévy Random Fields", Practical Nonparametric and Semiparametric Bayesian Statistics, Lecture Notes in Statistics, Springer, New York, doi:10.1007/978-1-4612-1732-9_12

Empirical probability (729 words) [view diff] exact match in snippet view article find links to article

The use of the phrase "a-posteriori" is reminiscent of terms in Bayesian statistics, but is not directly related to Bayesian inference, where a-posteriori

Frédéric Y. Bois (1,073 words) [view diff] exact match in snippet view article find links to article

testing, health risk assessment, population pharmacokinetics and Bayesian statistics. He is the developer, together with D. Mazsle, of the GNU MCSim software

NQuery Sample Size Software (362 words) [view diff] exact match in snippet view article find links to article

participants. nQuery allows researchers to apply both frequentist and Bayesian statistics to calculate the appropriate sample size for their study. Chernick

NQuery Sample Size Software (362 words) [view diff] exact match in snippet view article find links to article

participants. nQuery allows researchers to apply both frequentist and Bayesian statistics to calculate the appropriate sample size for their study. Chernick

Gareth Roberts (statistician) (550 words) [view diff] case mismatch in snippet view article

Roberts is distinguished for his work spanning Applied Probability, Bayesian Statistics and Computational Statistics. He has made fundamental contributions

Plate notation (647 words) [view diff] exact match in snippet view article find links to article

drawing packages, but also as part of graphical user interfaces to Bayesian statistics programs such as BUGS and BayesiaLab and PyMC. Ghahramani, Zoubin

Normal-inverse-gamma distribution (2,039 words) [view diff] case mismatch in snippet view article find links to article

Classification and Regression, Wiley. ISBN 0471490369 Koch, Karl-Rudolf (2007) Introduction to Bayesian Statistics (2nd Edition), Springer. ISBN 354072723X

Truncated normal distribution (2,251 words) [view diff] case mismatch in snippet view article find links to article

John Wiley & Sons. Lynch, Scott (2007). Introduction to Applied Bayesian Statistics and Estimation for Social Scientists. New York: Springer. ISBN 978-1-4419-2434-6

F-distribution (2,371 words) [view diff] exact match in snippet view article find links to article

hypothesis. The quantity X {\displaystyle X} has the same distribution in Bayesian statistics, if an uninformative rescaling-invariant Jeffreys prior is taken

Integrated Crisis Early Warning System (596 words) [view diff] exact match in snippet view article find links to article

regression models such as those developed by Philip A. Schrodt and the Bayesian statistics model used by Steve Shellman, and geo-spatial network models built

Occam's razor (10,778 words) [view diff] case mismatch in snippet view article find links to article

Jefferys, William H.; Berger, James O. (1991). "Ockham's Razor and Bayesian Statistics" (PDF). American Scientist. 80 (1): 64–72. JSTOR 29774559. Archived

Southend High School for Girls (707 words) [view diff] exact match in snippet view article find links to article

Statistics and Clinical Trials at Imperial College London and expert on Bayesian statistics Brigadier Jill Field CBE, Matron-in-Chief of the Army and Director

The Life Scientific (3,629 words) [view diff] exact match in snippet view article find links to article

holes and movie plots". Retrieved 31 January 2023. "The power of Bayesian statistics". Retrieved 7 February 2023. "Cosmic dust". Retrieved 10 January

John Nelder (728 words) [view diff] exact match in snippet view article find links to article

this "likelihood approach" as an alternative to frequentist and Bayesian statistics. In response-surface optimization, Nelder and Roger Mead proposed

Mathematical psychology (3,094 words) [view diff] exact match in snippet view article find links to article

a Problem in the Doctrine of Chances", which is the milestone of Bayesian statistics. Robert Hooke worked on modeling human memory, which is a precursor

Natasha Demkina (2,012 words) [view diff] case mismatch in snippet view article find links to article

"Answer to Critics" Mathworld Bayesian Analysis "Cause, Chance and Bayesian Statistics: A Briefing Document". Retrieved 11 September 2006. Hyman, Ray (2005)

Michael D. Escobar (261 words) [view diff] case mismatch in snippet view article find links to article

Hierarchical Models", Practical Nonparametric and Semiparametric Bayesian Statistics, vol. 133, New York, NY: Springer New York, pp. 1–22, doi:10

Collin M. Stultz (1,352 words) [view diff] exact match in snippet view article find links to article

his coworkers developed a novel method for modeling IDPs that uses Bayesian statistics to quantify the uncertainty in the underlying structural ensemble

Bayesian multivariate linear regression (2,723 words) [view diff] case mismatch in snippet view article find links to article

normal distribution Peter E. Rossi, Greg M. Allenby, Rob McCulloch. Bayesian Statistics and Marketing. John Wiley & Sons, 2012, p. 32. Box, G. E. P.; Tiao

David Bakan (409 words) [view diff] exact match in snippet view article find links to article

Bakan was one of the earliest psychologists to promote the use of Bayesian statistics as an alternative to conventional statistical approaches, first publishing

Bayesian inference in motor learning (1,868 words) [view diff] exact match in snippet view article find links to article

{\displaystyle P(A|B)={\frac {P(B|A)\,P(A)}{P(B)}}.\,} In the language of Bayesian statistics, P ( A | B ) {\displaystyle P(A|B)} , or probability of A given B

Bronxville Union Free School District (2,059 words) [view diff] exact match in snippet view article find links to article

(Mar 1, 2003). "A Statistical Approach to the Spam Problem: Using Bayesian statistics to detect an e-mail's spamminess". Linux Journal. Retrieved 2010-09-18

Betty Flehinger (350 words) [view diff] exact match in snippet view article find links to article

work with Ralph Engle developing the HEME computer system using Bayesian statistics to diagnose blood diseases has been named as a landmark by the International

Linear belief function (3,955 words) [view diff] exact match in snippet view article find links to article

one is completely ignorant about X. This is a very thorny case in Bayesian statistics since the density function does not exist. By using the fully swept

Linear belief function (3,955 words) [view diff] exact match in snippet view article find links to article

one is completely ignorant about X. This is a very thorny case in Bayesian statistics since the density function does not exist. By using the fully swept

List of NYU Courant Institute people (961 words) [view diff] exact match in snippet view article find links to article

(Mar 1, 2003). "A Statistical Approach to the Spam Problem: Using Bayesian statistics to detect an e-mail's spamminess". Linux Journal. Retrieved 2010-09-18

The Existence of God (book) (1,978 words) [view diff] exact match in snippet view article

Gabe Czobel analysed Swinburne's arguments including his use of Bayesian statistics and pointed out errors in reasoning. Even if Swinburne's logic were

Frequentist probability (2,521 words) [view diff] case mismatch in snippet view article find links to article

moral and social science, and to statistics. Kaplan, D. (2014). Bayesian Statistics for the Social Sciences. Methodology in the Social Sciences. Guilford

Generative model (2,421 words) [view diff] exact match in snippet view article find links to article

Discriminative? getting the best of both worlds", in Bernardo, J. M. (ed.), Bayesian statistics 8: proceedings of the eighth Valencia International Meeting, June

Political forecasting (1,478 words) [view diff] exact match in snippet view article find links to article

variable, a trial heat poll, or a presidential approval rating. Bayesian statistics can also be used to estimate the posterior distributions of the true

Dipak K. Dey (1,142 words) [view diff] case mismatch in snippet view article find links to article

Debajyoti Sinha (1998). Practical Nonparametric and Semiparametric Bayesian Statistics. Lecture Notes in Statistics. Vol. 133. New York, NY: Springer-Verlag

Allen B. Downey (351 words) [view diff] case mismatch in snippet view article find links to article

Retrieval in Java , Green Tea Press, July 7, 2017. Think Bayes: Bayesian Statistics in Python, Green Tea Press, September 2013. Think Complexity: Complexity

Phylogenetics (6,605 words) [view diff] exact match in snippet view article find links to article

allowing scientists in the computing field to pair traditional Bayesian statistics with other more modern techniques. It is now used as a blanket term

Courant Institute of Mathematical Sciences (4,419 words) [view diff] exact match in snippet view article find links to article

(March 1, 2003). "A Statistical Approach to the Spam Problem: Using Bayesian statistics to detect an e-mail's spamminess". Linux Journal. Retrieved September

Poll average (198 words) [view diff] case mismatch in snippet view article find links to article

uncertainty of this poll average. Lynch, Scott M. Introduction to Bayesian Statistics and Estimation for Social Scientists (2007) 2008 Presidential Election

Statistical inference (7,014 words) [view diff] exact match in snippet view article find links to article

theory formulated by Fraser has close links to decision theory and Bayesian statistics and can provide optimal frequentist decision rules if they exist

Raul Jimenez Tellado (603 words) [view diff] exact match in snippet view article find links to article

contributions to the analysis of large datasets and the introduction of Bayesian statistics in cosmology. His most cited papers are: J Simon, L Verde, R Jimenez

Minimax estimator (1,961 words) [view diff] exact match in snippet view article find links to article

Gamma-minimax decision rules are of interest in robustness studies in Bayesian statistics. E. L. Lehmann and G. Casella (1998), Theory of Point Estimation

Antonietta Mira (451 words) [view diff] exact match in snippet view article find links to article

Mathematical Statistics, for "excellence in computational aspects of Bayesian statistics, for service to professional societies, and for innovative contributions

Autoregressive model (5,393 words) [view diff] exact match in snippet view article find links to article

uni-variate, multivariate and adaptive autoregressive models. PyMC3: the Bayesian statistics and probabilistic programming framework supports autoregressive modes

Opinion poll (8,244 words) [view diff] case mismatch in snippet view article find links to article

Opinion Research, Retrieved 2016-06-05 Lynch, Scott M. Introduction to Bayesian Statistics and Estimation for Social Scientists (2007). Will Oremus (2012-05-17)

Eric R. Bittner (1,067 words) [view diff] exact match in snippet view article find links to article

B. Maddox, Eric R. Bittner Estimating Bohm’s quantum force using Bayesian statistics , Journal of Chemical Physics 119, pp. 6465, 2003, doi:10.1063/1

Uluburun shipwreck (2,570 words) [view diff] exact match in snippet view article find links to article

phase of the last voyage. The two phases constrained each other, and Bayesian statistics was used to produce date ranges of varying probabilities. The most

Ziheng Yang (2,338 words) [view diff] exact match in snippet view article find links to article

reconstruction uncertainties. Together with Bruce Rannala, Yang introduced Bayesian statistics into molecular phylogenetics in 1996. The Bayesian is now one of

Francesca Biagini (465 words) [view diff] case mismatch in snippet view article find links to article

Introduction to Probability with the De Finetti's Approach and to Bayesian Statistics (Springer, 2016). With Yaozhong Hu, Bernt Øksendal, and Tusheng Zhang

Hirotugu Akaike (2,021 words) [view diff] case mismatch in snippet view article find links to article

Bernardo, M. H. DeGroot, D. V. Lindley, and A. F. M. Smith (eds.) Bayesian Statistics, 143–203. Valencia, Spain: University Press. Akaike, H. (1981), "Likelihood

Gene Ontology Term Enrichment (929 words) [view diff] exact match in snippet view article find links to article

Fisher's exact test / hypergeometric test. Some methods make use of Bayesian statistics. There is also variability in the type of correction applied for

Gary Robinson (1,843 words) [view diff] exact match in snippet view article find links to article

(Mar 1, 2003). "A Statistical Approach to the Spam Problem: Using Bayesian statistics to detect an e-mail's spamminess". Linux Journal. Retrieved 2010-09-18

Ban Chiang (3,833 words) [view diff] exact match in snippet view article find links to article

interred with them. The resulting determinations were analyzed using Bayesian statistics and the results suggested that the initial settlement of Ban Chiang

Daniel Peña (engineer) (247 words) [view diff] case mismatch in snippet view article

research articles in time series analysis, multivariate methods, Bayesian Statistics and Econometrics that have received more than 10,000 references.

Committee for Skeptical Inquiry (6,564 words) [view diff] case mismatch in snippet view article find links to article

on June 15, 2006. Retrieved August 31, 2006. "Cause, Chance and Bayesian Statistics: A Briefing Document". abelard.org. Archived from the original on

Marketing mix modeling (4,505 words) [view diff] exact match in snippet view article find links to article

certain challenges, notably the need for a deep understanding of Bayesian statistics and the computational demands it places on organizations. The open-source

Romano Scozzafava (1,021 words) [view diff] case mismatch in snippet view article find links to article

of Research to conduct research and write papers in the field of Bayesian Statistics, Probability and Artificial Intelligence. While teaching at Sapienza

Falsifiability (19,412 words) [view diff] exact match in snippet view article find links to article

Andrew; Shalizi, Cosma Rohilla (2013). "Philosophy and the practice of Bayesian statistics". British Journal of Mathematical and Statistical Psychology. 66

SNV calling from NGS data (3,217 words) [view diff] exact match in snippet view article find links to article

Instead of modelling the distribution of the observed data and using Bayesian statistics to calculate genotype probabilities, variant calls are made based

Repetition priming (3,002 words) [view diff] exact match in snippet view article find links to article

expectations. The idea for this comes from predictive coding theories and Bayesian statistics and has some support in fMRI studies manipulating stimulus expectation

Whale conservation (5,350 words) [view diff] case mismatch in snippet view article find links to article

mysticetus, Population Size and Rate of Increase from the 1993 Census". Bayesian Statistics in Science and Technology: Case Studies: 163––240. CiteSeerX 10.1

Cancer Genome Anatomy Project (2,602 words) [view diff] exact match in snippet view article find links to article

Statistical significance is determined by DGED using a combination of Bayesian statistics and a sequence odds ratio to calculate a probability. cDNA DGED relies

Induced seismicity (8,869 words) [view diff] case mismatch in snippet view article find links to article

“Estimating Spatially Varying Event Rates with a Change Point Using Bayesian Statistics: Application to Induced Seismicity.” Structural Safety 65 (March

In-depth-systemics (1,540 words) [view diff] exact match in snippet view article find links to article

well as statistical calculations of therapeutic success by means of Bayesian statistics for small samples The main results of the study showed that 2/3 of

Is There a God? (2,505 words) [view diff] exact match in snippet view article find links to article

for accordance with extensive background knowledge. Furthermore, Bayesian statistics cannot be applied if God is unfathomable. Biblical scholar Josaphat

Chen Wen-chen (3,659 words) [view diff] case mismatch in snippet view article find links to article

Analysis of Survival Curves for Cancer Patients Following Treatment," Bayesian Statistics, 2, 299-328". 2. {{cite journal}}: Cite journal requires |journal=

Bayesian estimation of templates in computational anatomy (4,326 words) [view diff] exact match in snippet view article find links to article

operation ubiquitous to the discipline. Several methods based on Bayesian statistics have emerged for submanifolds and dense image volumes. For the dense

Bayesian model of computational anatomy (3,931 words) [view diff] exact match in snippet view article find links to article

operation ubiquitous to the discipline. Several methods based on Bayesian statistics have emerged for submanifolds and dense image volumes. For the dense

Functional MRI methods and findings in schizophrenia (1,478 words) [view diff] exact match in snippet view article find links to article

"Conjunction analysis and propositional logic in fMRI data analysis using Bayesian statistics". Journal of Magnetic Resonance Imaging. 28 (6): 1533–1539. doi:10

List of women in mathematics (22,275 words) [view diff] exact match in snippet view article find links to article

Daniela Calvetti, Italian-American mathematician whose work connects Bayesian statistics with numerical analysis Erika Tatiana Camacho (born 1974), Mexican-American

Johannes Ledolter (1,607 words) [view diff] exact match in snippet view article find links to article

excitement in statistics, by introducing him to time series analysis, Bayesian statistics, and statistical design of experiments. Ledolter was Box's teaching