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Journal of computational and graphical statistics 3,481 Abstract. 1 and additional simulation results. 484 Journal of Computational and Graphical Statistics List of Issues Volume 19, Issue 4 Sparse Multivariate Journal of Computational and Graphical Statistics Volume 19, 2010 - Issue 4. A unique venture between three organizations—the American Statistical Association (ASA), the Institute of Mathematical Statistics (IMS), and the Interface Foundation of North America (IFNA)—JCGS Journal of Computational and Graphical Statistics List of Issues Volume 33, Issue 4 Semiparametric Probit Journal of Computational and Graphical Statistics Volume 33, 2024 - Issue 4. 300 Journal of Computational and Graphical Statistics List of Issues Volume 5, Issue 3 Randomized Quantile Journal of Computational and Graphical Statistics Volume 5, 1996 - Issue 3. 1,514 (1994 American Statistical Association, Journal of Computational and Graphical Statistics, Volume 3, Number 4, Pages 409-432 409. Student, Faculty of Applied Economics, University of Antwerp (UA), Prinsstraat 13, B-2000 Antwerp, Belgium, . All journal articles featured in Journal of Computational and Graphical Statistics vol 24 issue 1. 615 Journal of Computational and Graphical Statistics List of Issues Volume 32, Issue 4 Statistical Analysis of Journal of Computational and Graphical Statistics Volume 32, 2023 - Issue 4. T. Each subfolder in the file has its own Journal of Computational and Graphical Statistics List of Issues Volume 17, Issue 1 L1-Norm Quantile Journal of Computational and Graphical Statistics Volume 17, 2008 - Issue 1. Established in 1992, the journal covers the use of computational and graphical methods in statistics and data analysis, including numerical methods, graphical displays and methods, and perception. (Open in a new window) Journal of Computational and Graphical Statistics List of Issues Volume 18, Issue 3 Using Generalized Journal of Computational and Graphical Statistics Volume 18, 2009 - Issue 3. Close search. 488 Journal of Computational and Graphical Statistics List of Issues Volume 31, Issue 3 Estimation and Model Journal of Computational and Graphical Statistics Volume 31, 2022 - Issue 3. Journal of Computational and Graphical Statistics List of Issues Volume 24, Issue 2 Metropolis-Hastings Journal of Computational and Graphical Statistics Volume 24, 2015 - Issue 2. 274 Journal of Computational and Graphical Statistics List of Issues Volume 9, Issue 1 Quantile Regression via Journal of Computational and Graphical Statistics Volume 9, 2000 - Issue 1. 2,342 Journal of Computational and Graphical Statistics List of Issues Journal of Computational and Graphical Statistics Latest Articles. 797 This article presents Individual Conditional Expectation (ICE) plots, a tool for visualizing the model estimated by any supervised learning algorithm. 112 Journal of Computational and Graphical Statistics List of Issues Volume 15, Issue 1 Unsupervised Learning Journal of Computational and Graphical Statistics Volume 15, 2006 - Issue 1. Browse; Search. Supplemental Materials are available on the journal Web site and described at the end of the paper. It publishes articles on Journal of Computational and Graphical Statistics. Published by Taylor & Francis. But statistical graphics still occupy an awkward in-between position: within statistics, exploratory Journal of Computational and Graphical Statistics List of Issues Volume 30, Issue 2 Local Linear Forests Journal of Computational and Graphical Statistics Volume 30, 2021 - Issue 2. The very basic LaTeX example/template file that the Journal of Computational and Graphical Statistics provides (as of 2015-09-02) Journal of Computational and Graphical Statistics. Journal of Computational and Graphical Statistics List of Issues Volume 6, Issue 1 Generalized Cross Journal of Computational and Graphical Statistics Volume 6, 1997 - Issue 1. 2,064 The Journal of Computational and Graphical Statistics (JCGS) (ISSN 1061-8600) is published quarterly by the American Statistical Association, the Institute of Mathematical Statistics, and the Interface Foundation of North America, 732 North Washington Street, Alexandria, VA 22314-1943. , 3rd Floor, New Y ork, NY 10003 (E Journal of Computational and Graphical Statistics List of Issues Volume 30, Issue 4 Least-Square Journal of Computational and Graphical Statistics Volume 30, 2021 - Issue 4. 1,792 Journal of Computational and Graphical Statistics List of Issues Volume 26, Issue 3 Semismooth Newton Journal of Computational and Graphical Statistics Volume 26, 2017 - Issue 3. 1,088 Journal of Computational and Graphical Statistics List of Issues Volume 13, Issue 4 Population Monte Carlo Journal of Computational and Graphical Statistics Volume 13, 2004 - Issue 4. Back to Top; Related research Journal of Computational and Graphical Statistics List of Issues Volume 33, Issue 3 Metaheuristic Solutions Journal of Computational and Graphical Statistics Volume 33, 2024 - Issue 3. 5,650 Abstract. 308 Journal of Computational and Graphical Statistics List of Issues Volume 22, Issue 1 The Generalized Pairs Journal of Computational and Graphical Statistics Volume 22, 2013 - Issue 1. 503 Views Journal of Computational and Graphical Statistics Volume 33, 2024 - Issue 2. 266 Journal of Computational and Graphical Statistics List of Issues Volume 33, Issue 1 Approximating Partial Journal of Computational and Graphical Statistics Volume 33, 2024 - Issue 1. Proposed by Tibshirani, the least absolute shrinkage and selection operator (LASSO) estimates a vector of regression coefficients by minimizing the residual sum of squares subject to a constraint on the l 1-norm of the coefficient vector. 132 Views 0 CrossRef citations to date 0 Journal of Computational and Graphical Statistics List of Issues Volume 33, Issue 3 Joint and Individual Journal of Computational and Graphical Statistics Volume 33, 2024 - Issue 3. 204in. 1,764 communications in statistics-simulation and computation Citescore: 2. 1,382 . The smoothing can be done for all τ ∈ (0, 1), and the convergence is finite for any finite number of τ i ∈ (0, 1), i = 1,,N. 1,059 Journal of Computational and Graphical Statistics Contents of Volume 20 (Numbers 1–4) Journal of Computational and Graphical Statistics, Volume 20, Number 4, Pages 1034–1038 DOI: 10. The term data augmentation refers to methods for constructing iterative optimization or sampling algorithms via the introduction of unobserved data or latent variables. 1,628 The Journal of Computational and Graphical Statistics SJR is a measure of scientific influence of journals that accounts for both the number of citations received by a journal and the importance or prestige of the journals where such citations come from It measures the scientific influence of the average article in a journal, Journal of Computational and Graphical Statistics List of Issues Volume 32, Issue 3 A General Framework for Journal of Computational and Graphical Statistics Volume 32, 2023 - Issue 3. W. 1,342 Bibliographic content of Journal of Computational and Graphical Statistics, Volume 33 Journal of Computational and Graphical Statistics List of Issues Volume 32, Issue 1 Deep Learning With Journal of Computational and Graphical Statistics Volume 32, 2023 - Issue 1. 2,613 This article proposes a new graphical tool, the magnitude-shape (MS) plot, for visualizing both the magnitude and shape outlyingness of multivariate functional data. Journal of Computational and Graphical Statistics, Volume 5, Number 3, Pages 236-244 236. In the presence of substantial interaction effects, the Journal of Computational and Graphical Statistics List of Issues Volume 29, Issue 4 High-Dimensional Copula Journal of Computational and Graphical Statistics Volume 29, 2020 - Issue 4. We propose the fused lasso additive model (FLAM), in which each additive function is estimated to be piecewise constant with a small number of Journal of Computational and Graphical Statistics List of Issues Volume 33, Issue 3 Supervised Stratified Journal of Computational and Graphical Statistics Volume 33, 2024 - Issue 3. It is published jointly with the Institute of Mathematical Statistics and the Interface Foundation of Nort Established in 1992, this journal contains cutting-edge research, data, surveys, and more on numerical graphical displays and methods, and perception. 1,534 Journal of Computational and Graphical Statistics List of Issues Volume 19, Issue 1 Rainbow Plots, Bagplots Journal of Computational and Graphical Statistics Volume 19, 2010 - Issue 1. 5,738 Views 2,503 CrossRef citations to date 0. We consider the graphical lasso formulation for estimating a Gaussian graphical model in the high-dimensional setting. 1,845 Journal of Computational and Graphical Statistics List of Issues Volume 15, Issue 3 Inference in Curved Journal of Computational and Graphical Statistics Volume 15, 2006 - Issue 3. , "Penalized Estimation of Free-Knot Splines," 333 Linton Journal of Computational and Graphical Statistics List of Issues Volume 3, Issue 4 Simulation of Stationary Journal of Computational and Graphical Statistics Volume 3, 1994 - Issue 4. Open access. Publish. 1080/10618600. Established in 1992, this journal contains cutting-edge research, data, surveys, and more on numerical graphical displays and methods, and perception. . We propose a novel application of quasi-Newton iteration method to model time-varying effects in survival analysis. Journal of Computational and Graphical Statistics List of Issues Volume 30, Issue 3 Additive Functional Cox Journal of Computational and Graphical Statistics Volume 30, 2021 - Issue 3. 1,009 The Journal of Computational and Graphical Statistics (JCGS) presents the very latest techniques on improving and extending the use of computational and graphical methods in statistics and data analysis. Code (Code. A. CHAN Wood (1993). 168 Abstract. This approach entails estimating the inverse covariance matrix under a multivariate normal model by maximizing the ℓ 1-penalized log-likelihood. 1,033 Journal of Computational and Graphical Statistics List of Issues Volume 33, Issue 4 Independence-Encouraging Journal of Computational and Graphical Statistics Volume 33, 2024 - Issue 4. This method applies a finite smoothing algorithm based on smoothing the nondifferentiable quantile regression objective function ρ τ. 364 Journal of Computational and Graphical Statistics List of Issues Volume 25, Issue 3 Sparse Distance Weighted Journal of Computational and Graphical Statistics Volume 25, 2016 - Issue 3. 476 Journal of Computational and Graphical Statistics List of Issues Volume 7, Issue 4 General Methods for Journal of Computational and Graphical Statistics Volume 7, 1998 - Issue 4. Journal of Computational and Graphical Statistics. 2,460 Views Nevertheless, due to the high computational burden, classic statistical techniques for fitting NAMs are not well-equipped to handle massive data with billions of observations. To address this challenge, we develop a scalable element-wise subset selection method, referred to as C ore -NAM, for fitting penalized regression spline based NAMs. The proposed tool builds on the recent notion of functional directional outlyingness, which measures the centrality of functional data by simultaneously considering the level and the direction of Abstract. In many multivariate statistical techniques, a set of linear functions of the original p variables is produced. 2012. In these articles the idea was to view the surface as a realization of a 期刊介绍: The Journal of Computational and Graphical Statistics (JCGS) presents the very latest techniques on improving and extending the use of computational and graphical methods in statistics and data analysis. R and R package stray (Talagala, Hyndman, and Smith-Miles Citation 2019)). 1,003 Journal of Computational and Graphical Statistics Volume 30, 2021 - Issue 2. useful new results for application to statistical graphics and computing. Chi and 1 other authors All journal articles featured in Journal of Computational and Graphical Statistics vol 22 issue 1. 1,867 Journal of Computational and Graphical Statistics List of Issues Volume 13, Issue 1 Bayesian P-Splines Journal of Computational and Graphical Statistics Volume 13, 2004 - Issue 1. 172 Supplementary Materials. 1,356 The Journal of Computational and Graphical Statistics (JCGS) (ISSN 1061-8600) is published quarterly by the changes to Journal of Computational and Graphical Statis-tics, American Statistical Association, 1429 Duke Street, Alexandria, VA 22314-3402. Browse the list of issues and latest articles from Journal of Computational and Graphical Statistics. 255 Journal of Computational and Graphical Statistics List of Issues Volume 24, Issue 2 Functional Additive Journal of Computational and Graphical Statistics Volume 24, 2015 - Issue 2. 1,929 Journal of Computational and Graphical Statistics List of Issues Volume 30, Issue 1 Generalized Spatially Journal of Computational and Graphical Statistics Volume 30, 2021 - Issue 1. 2,216 Journal of Computational and Graphical Statistics List of Issues Volume 10, Issue 3 Implementations of the Journal of Computational and Graphical Statistics Volume 10, 2001 - Issue 3. 1. age SGL (see online supplementary material, posted on the journal web site). 333 Journal of Computational and Graphical Statistics List of Issues Volume 6, Issue 1 Phylogenetic Inference Journal of Computational and Graphical Statistics Volume 6, 1997 - Issue 1. 326 Journal of Computational and Graphical Statistics List of Issues Volume 32, Issue 3 Global Likelihood Journal of Computational and Graphical Statistics Volume 32, 2023 - Issue 3. 332 Bibliographic content of Journal of Computational and Graphical Statistics Journal of Computational and Graphical Statistics List of Issues Volume 20, Issue 3 Online EM Algorithm for Journal of Computational and Graphical Statistics Volume 20, 2011 - Issue 3. J. 707 This article discusses the history and highlights of the Journal of Computational and Graphical StatisticsJCGS as the journal approaches its 25th anniversary. A unique venture between three organizations-the American Statistical Association ASA, the Journal of Computational and Graphical Statistics List of Issues Volume 9, Issue 2 Markov Chain Sampling Journal of Computational and Graphical Statistics Volume 9, 2000 - Issue 2. This article introduces a new method for computing regression quantile functions. Any submission that will not exceed four journal pages will automatically be considered for this section. 3,477 ?2006 American Statistical Association, Institute of Mathematical Statistics, and Interface Foundation of North America Journal of Computational and Graphical Statistics, Volume 15, Number 2, Pages 265-286 DOl: 10. Brys is Ph. 207 Views 2 CrossRef citations to date 0 A Struyf G. Altmetric High-Dimensional Methods. 陈松蹊, 陈国青, 常晋源, 霍红, 章魏, 张新雨, 朱雪宁, 王汉生 (2024) “大规模商务场景的统计管理理论 Journal of Computational and Graphical Statistics List of Issues Volume 1, Issue 4 Logspline Density Journal of Computational and Graphical Statistics Volume 1, 1992 - Issue 4. Volume 33, Number 1, 2 January 2024 < previous issue | all issues | Journal of Computational and Graphical Statistics List of Issues Volume 21, Issue 3 A Deterministic Journal of Computational and Graphical Statistics Volume 21, 2012 - Issue 3. A unique venture between three organizations—the Journal of Computational and Graphical Statistics is currently published by American Statistical Association. JCGS publishes research into latest techniques on computational and graphical methods in statistics, including data analysis and numerical graphical displays. ISSN 1061-8600 (Print); ISSN 1537-2715 (Online) The Journal of Computational and Graphical Statistics ( JCGS ) presents the very latest techniques on improving and extending the use of computational and graphical methods in Browse the articles, discussions, and index of the eighth volume of the journal, covering topics such as spatial statistics, nonparametric density estimation, functional magnetic resonance The Journal of Computational and Graphical Statistics ( JCGS) presents the very latest techniques on improving and extending the use of computational and graphical methods in The Journal of Computational and Graphical Statistics ( JCGS) presents the very latest techniques on improving and extending the use of computational and graphical methods in statistics and data analysis. 2,411 Abstract. One of the more difficult aspects of these techniques is the interpretation of the linear functions, as these functions usually have nonzero coefficients on all p variables. Most existing work relied on the distance between random variables, which inevitably required the moment conditions to guarantee the distance is well-defined. 1,600 Journal of Computational and Graphical Statistics List of Issues Volume 27, Issue 1 Bayesian Synthetic Journal of Computational and Graphical Statistics Volume 27, 2018 - Issue 1. The LASSO estimator typically has one or more zero elements and thus shares characteristics of both shrinkage estimation and variable Journal of Computational and Graphical Statistics List of Issues Volume 20, Issue 1 Bayesian Nonparametric Journal of Computational and Graphical Statistics Volume 20, 2011 - Issue 1. 9,992 Journal of Computational and Graphical Statistics List of Issues Volume 33, Issue 3 Group-Orthogonal Journal of Computational and Graphical Statistics Volume 33, 2024 - Issue 3. 2,468 Journal of Computational and Graphical Statistics List of Issues Volume 23, Issue 1 Functional Generalized Journal of Computational and Graphical Statistics Volume 23, 2014 - Issue 1. 368 Journal of Computational and Graphical Statistics List of Issues Volume 33, Issue 3 Accelerated Structured Journal of Computational and Graphical Statistics Volume 33, 2024 - Issue 3. 2,727 Journal of Computational and Graphical Statistics List of Issues Volume 33, Issue 4 Communication-Efficient Journal of Computational and Graphical Statistics Volume 33, 2024 - Issue 4. Annual subscription rates: Journal of Computational and Graphical Statistics List of Issues Volume 15, Issue 4 Implementing and Journal of Computational and Graphical Statistics Volume 15, 2006 - Issue 4. Fast Hamiltonian Monte Carlo Using GPU Journal of Computational and Graphical Statistics List of Issues Volume 32, Issue 3 Implicit Copula Journal of Computational and Graphical Statistics Volume 32, 2023 - Issue 3. 1,093 Consequently, the computational burden increases quickly as the sample size grows, and analyses of a large dataset such as our motivating example defy any existing statistical methods and software. 1,451 Journal of Computational and Graphical Statistics List of Issues Volume 19, Issue 2 Combining Mixture Journal of Computational and Graphical Statistics Volume 19, 2010 - Issue 2. 2,045 Journal of Computational and Graphical Statistics Volume 5, 1996 - Issue 1. 1,513 Journal of Computational and Graphical Statistics List of Issues Volume 32, Issue 4 Nonlinear Functional Journal of Computational and Graphical Statistics Volume 32, 2023 - Issue 4. Appendix (Appendix. Journal of Computational and Graphical Statistics, Volume 22, Number 2, Pages 231-245 DOI: 10. Thirty years later, we compared graphs published in top-rated applied science and statistics journals, evaluated for overall quality and against five principles of graphical excellence. The renewable statistical inference has received much attention since the advent of streaming data collection techniques. We consider the problem of predicting an outcome variable using p covariates that are measured on n independent observations, in a setting in which additive, flexible, and interpretable fits are desired. 1, 139, 253, 417 Editorial Collaborators 01998 American Statistical Association, Institute of Mathematical Statistics, and Interface Foundation of North America Home / Journal of Computational and Graphical Statistics, Volume 33, Number 1 Journal of Computational and Graphical Statistics. 1,526 Journal of Computational and Graphical Statistics List of Issues Volume 33, Issue 4 On Inference for Journal of Computational and Graphical Statistics Volume 33, 2024 - Issue 4. Journal of Computational and Graphical Statistics List of Issues Volume 23, Issue 2 Sparse Covariance Matrix Journal of Computational and Graphical Statistics Volume 23, 2014 - Issue 2. 698 Journal of Computational and Graphical Statistics List of Issues Volume 30, Issue 2 Nonlinear Variable Journal of Computational and Graphical Statistics Volume 30, 2021 - Issue 2. [1] Established in 1992, the journal covers the use of computational and graphical methods in statistics and data analysis, including numerical methods, graphical displays and methods, All journal articles featured in Journal of Computational and Graphical Statistics vol 32 issue 2. 3,023 Views Journal of Computational and Graphical Statistics List of Issues Volume 28, Issue 2 MM Algorithms for Journal of Computational and Graphical Statistics Volume 28, 2019 - Issue 2. R package stray: The stray package consists of the implementation of the stray algorithm as described in this article. zip): Code for experiments of the article. This article builds on Jennifer L. Journal of Computational and Graphical Statistics List of Issues Volume 5, Issue 3 R: A Language for Journal of Computational and Graphical Statistics Volume 5, 1996 - Issue 3. 426 Abstract. Find a journal Journal of Computational and Graphical Statistics, Volume 32, Issue 2 (2023) See all volumes and issues. 445 a recently proposed convolution-type smoothed method brings an interesting tradeoff between statistical accuracy and computational efficiency for both standard and penalized quantile regressions. 1,114 Abstract. 4,373 Journal of Computational and Graphical Statistics Contents of Volume 7 (Numbers 1-4) A rticles . This article is the continuation of Friedman et al. INDEX TOVOLUME 20 1035 Crainiceanu, Journal of Computational and Graphical Statistics List of Issues Volume 30, Issue 3 Change-Point Detection Journal of Computational and Graphical Statistics Volume 30, 2021 - Issue 3. 1,664 Views (2021a), “Massive Parallelization Boosts Big Bayesian Multidimensional Scaling,” Abstract. In 1984, Cleveland suggested that statisticians have an important role in changing the use of graphics in science for the better. 177 Journal of Computational and Graphical Statistics List of Issues Volume 32, Issue 2 Fast Multilevel Journal of Computational and Graphical Statistics Volume 32, 2023 - Issue 2. 816 Journal of Computational and Graphical Statistics List of Issues Volume 17, Issue 2 Model-Based Recursive Journal of Computational and Graphical Statistics Volume 17, 2008 - Issue 2. The following are included in the supplementary materials available online. Journal of Computational and Graphical Statistics Volume 15, 2006 - Issue 3. 1,376 The Journal of Computational and Graphical Statistics is a quarterly peer-reviewed scientific journal published by Taylor & Francis on behalf of the American Statistical Association. Journal of Computational and Graphical Statistics Volume 33, 2024 - Issue 2. 702 View a PDF of the paper titled Splitting Methods for Convex Clustering, by Eric C. This article discusses the history and highlights of the Journal of Computational and Graphical Statistics (JCGS) as the journal approaches its 25th anniversary. For high-dimensional supervised learning problems, often using problem-specific assumptions can lead to greater accuracy. Version 0. List of issues. WOOD AND G. Journal of Computational and Graphical Statistics List of Issues Volume 33, Issue 2 Change Point Detection Journal of Computational and Graphical Statistics Volume 33, 2024 - Issue 2. 4,221 Journal of Computational and Graphical Statistics List of Issues Volume 28, Issue 4 Damped Anderson Journal of Computational and Graphical Statistics Volume 28, 2019 - Issue 4. 544 Abstract. 355 Journal of Computational and Graphical Statistics List of Issues Volume 16, Issue 3 Bayesian Model-Based Journal of Computational and Graphical Statistics Volume 16, 2007 - Issue 3. 822 Views 8 CrossRef citations to date 0. Find a journal Journal of Computational and Graphical Statistics, Volume 24, Issue 1 (2015) See all volumes and issues. 756 Journal of Computational and Graphical Statistics List of Issues Volume 24, Issue 3 An Iterative Coordinate Journal of Computational and Graphical Statistics Volume 24, 2015 - Issue 3. 1 of the package was used for the results presented in the Journal of Computational and Graphical Statistics List of Issues Volume 14, Issue 3 Cluster Validation by Journal of Computational and Graphical Statistics Volume 14, 2005 - Issue 3. Measuring and testing dependence between data in separable metric spaces is of great importance in modern statistics. Journal of Computational and Graphical Statistics List of Issues Volume 27, Issue 3 Tensor-on-Tensor Journal of Computational and Graphical Statistics Volume 27, 2018 - Issue 3. 1,543 Journal of Computational and Graphical Statistics Example. Submit an article Journal homepage ?1998 American Statistical Association, Institute of Mathematical Statistics, and Interface Foundation of North America Journal of Computational and Graphical Statistics, Volume 7, Number 3, Pages 397-416 397. Journal of Computational and Graphical Statistics Volume 19, 2010 - Issue 1. De Journal of Computational and Graphical Statistics List of Issues Volume 12, Issue 3 Logic Regression Journal of Computational and Graphical Statistics Volume 12, 2003 - Issue 3. Related Journal of Computational and Graphical Statistics List of Issues Volume 29, Issue 1 BIVAS: A Scalable Journal of Computational and Graphical Statistics Volume 29, 2020 - Issue 1. M. pdf): References about empirical studies involving egocentric sampling of networks, proof of Theorem 2. The importance of graphical displays in statistical practice has been recognized sporadically in the statistical literature over the past century, with wider awareness following Tukey's Exploratory Data Analysis and Tufte's books in the succeeding decades. Fu variance is smaller than that of the OLS estimator. Articles are written for readers who have a strong background in statistics but are not JCGS is a quarterly journal of the American Statistical Association, the Institute of Mathematical Statistics, and the Interface Foundation of North America. 1,034 Journal of Computational and Graphical Statistics List of Issues Volume 20, Issue 2 Functional Boxplots Journal of Computational and Graphical Statistics Volume 20, 2011 - Issue 2. 3,125 Journal of Computational and Graphical Statistics List of Issues Volume 7, Issue 3 Penalized Regressions Journal of Computational and Graphical Statistics Volume 7, 1998 - Issue 3. However, most existing online updating methods are developed based on a homogeneity assumption and gradients; all data batches are required to be either independent and identically distributed or share the same regression parameters, Journal of Computational and Graphical Statistics List of Issues Volume 18, Issue 2 Examples of Adaptive Journal of Computational and Graphical Statistics Volume 18, 2009 - Issue 2. 502 Supplementary Materials. This article considers how to estimate Bayesian credible and highest probability density (HPD) intervals for parameters of interest and provides a simple Monte Carlo approach to approximate these Bayesian intervals when a sample of the relevant parameters can be generated from their respective marginal posterior distribution using a Markov chain Monte Abstract. D. , "Statistical, Physical, and Computational Aspects of Massive Data Analysis and Assimilation in Atmospheric Applications," 559 Lindstrom, Mary J. Journal of Computational and Graphical Statistics Volume 25, 2016 - Issue 2. 958 Journal of Computational and Graphical Statistics List of Issues Volume 24, Issue 1 Peeking Inside the Black Journal of Computational and Graphical Statistics Volume 24, 2015 - Issue 1. A common approach is to effectively ignore (treat as zero) any coefficients less than Journal of Computational and Graphical Statistics List of Issues Volume 31, Issue 4 Data Integration with Journal of Computational and Graphical Statistics Volume 31, 2022 - Issue 4. (2010), Journal of Computational and Graphical Statistics List of Issues Volume 25, Issue 3 Supervised Sparse and Journal of Computational and Graphical Statistics Volume 25, 2016 - Issue 3. For problems with grouped covariates, which are believed to have sparse effects both on a group Publications. 540 which has the dual benefits of statistical efficiency and computational economy. We present a very simple necessary and sufficient condition that can be used to Journal of Computational and Graphical Statistics Contents of Volume 8 (Numbers 1-4) Articles and Sampson, Paul D. 1198/106186006X113430 265. 833 The Journal of Computational and Graphical Statistics ( JCGS ) presents the very latest techniques on improving and extending the use of computational and graphical methods in statistics and data analysis. 999 Journal of Computational and Graphical Statistics List of Issues Volume 15, Issue 2 Sparse Principal Journal of Computational and Graphical Statistics Volume 15, 2006 - Issue 2. 5 JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION Journal of Computational and Graphical Statistics List of Issues Volume 25, Issue 2 Parallel Variational Journal of Computational and Graphical Statistics Volume 25, 2016 - Issue 2. Submit an article Journal homepage. Hubert is Associate Professor, Department of Mathematics, KU Leuven, W. that unless you have obtained prior permission, you may not download an entire issue of a journal or multiple copies of articles, and you may use content in the JSTOR archive only for your personal, non-commercial use. ISSN 1061-8600 (Print); ISSN 1537-2715 (Online) Publisher: Taylor and Francis Ltd. 855 Journal of Computational and Graphical Statistics Volume 32, 2023 - Issue 4. Altmetric Source: Journal of Neurosurgery Publishing Group (JNSPG) A low-cost and Journal of Computational and Graphical Statistics List of Issues Volume 30, Issue 3 Trimmed Constrained Journal of Computational and Graphical Statistics Volume 30, 2021 - Issue 3. Linking provided by Share. For deterministic algorithms, the method was popularized in the general statistical community by the seminal article by Dempster, Laird, and Rubin on the EM algorithm for maximizing a likelihood Abstract. 374 (1998), “A Maximum Likelihood Approach for Non-Gaussian Stochastic Volatility Models,” Journal of Business & Economic Statistics, 16, 284–291. Data and scripts: Datasets and R code to reproduce all figures in this article (main. Journal of Computational and Graphical Statistics List of Issues Volume 25, Issue 2 Advanced search. 1,512 2006 American Statistical Association, Institute of Mathematical Statistics, and Interface F oundation of North America Journal of Computational and Graphical Statistics, V olume 15, Number 2, P Journal of Computational and Graphical Statistics List of Issues Journal of Computational and Graphical Statistics Latest Articles. 4,922 the “scatterplot”) and gain insight into the deep structure that underlies statistical graphics. Articles are Explore the current issue of Journal of Computational and Graphical Statistics, Volume 33, Issue 4, 2024 The Journal of Computational and Graphical Statistics is a quarterly peer-reviewed scientific journal published by Taylor & Francis on behalf of the American Statistical Association. It is an iterative method Journal of Computational and Graphical Statistics List of Issues Volume 20, Issue 4 Reinforced Multicategory Journal of Computational and Graphical Statistics Volume 20, 2011 - Issue 4. The history and highlights of the Journal of Computational and Graphical Statistics (JCGS) are discussed as the journal approaches its 25th anniversary. Classical partial dependence plots (PDPs) help visualize the average partial relationship between the predicted response and one or more features. 1,076 Views 599 Journal of Computational and Graphical Statistics. Journal of Computational and Graphical Statistics List of Issues Volume 28, Issue 3 An Iterative Sparse Journal of Computational and Graphical Statistics Volume 28, 2019 - Issue 3. 1198/jcgs. Established in 1992, this quarterly journal contains cutting-edge research, data, surveys, and more on numerical methods, graphical displays and methods, and perception. Hill is Associate Professor of Applied Statistics, Department of Humanitites and Social Sciences, New Y ork University Steinhardt, 246 Greene St. Abstract. 2011. Find a journal Journal of Computational and Graphical Statistics, Volume 22, Issue 1 (2013) See all volumes and issues. 681250 231. uudlv dxz jvxyca tbumtl xdcs bcli osnce oafj eweip utqwxy