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Modeling Methods

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Bayesian mixture models for cytometry data analysis

Advanced Review
Boris P Hejblum, Lin Lin
Published Online: Oct 17 2020
DOI:10.1002/wics.1535

Abstract Full article on Wiley Online Library:   HTML | PDF
Aggregating predictions from experts: A review of statistical methods, experiments, and applications

Advanced Review
Nicholas G. Reich, Graham C. Gibson, Nutcha Wattanachit, Thomas McAndrew
Published Online: Jun 16 2020
DOI:10.1002/wics.1514

Abstract Full article on Wiley Online Library:   HTML | PDF
Deep learning: Computational aspects

Advanced Review
Nicholas Polson, Vadim Sokolov
Published Online: Jun 09 2020
DOI:10.1002/wics.1500

Abstract Full article on Wiley Online Library:   HTML | PDF
30 Years of space–time covariance functions

Advanced Review
Douglas Nychka, Reinhard Furrer, Emilio Porcu
Published Online: May 20 2020
DOI:10.1002/wics.1512

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian spatial and spatiotemporal models based on multiscale factorizations

Advanced Review
Marco A. R. Ferreira
Published Online: Mar 18 2020
DOI:10.1002/wics.1509

Abstract Full article on Wiley Online Library:   HTML | PDF
Stationary count time series models

Overview
Christian H. Weiß
Published Online: Feb 14 2020
DOI:10.1002/wics.1502

Abstract Full article on Wiley Online Library:   HTML | PDF
Model exploration using conditional visualization

Overview
Catherine B. Hurley
Published Online: Feb 07 2020
DOI:10.1002/wics.1503

Abstract Full article on Wiley Online Library:   HTML | PDF
Individualized inference through fusion learning

Advanced Review
Min‐ge Xie, Rong Chen, Chencheng Cai
Published Online: Jan 13 2020
DOI:10.1002/wics.1498

Abstract Full article on Wiley Online Library:   HTML | PDF
Particularities and commonalities of singular spectrum analysis as a method of time series analysis and signal processing

Advanced Review
Nina Golyandina
Published Online: Jan 09 2020
DOI:10.1002/wics.1487

Abstract Full article on Wiley Online Library:   HTML | PDF
Tensor decomposition for dimension reduction

Advanced Review
Yu‐Hsiang Cheng, Tzee‐Ming Huang, Su‐Yun Huang
Published Online: Jul 22 2019
DOI:10.1002/wics.1482

Abstract Full article on Wiley Online Library:   HTML | PDF
Cauchy and other shrinkage priors for logistic regression in the presence of separation

Focus Article
Joyee Ghosh
Published Online: Jun 24 2019
DOI:10.1002/wics.1478

Abstract Full article on Wiley Online Library:   HTML | PDF
Aggregated inference

Advanced Review
Xiaoming Huo, Shanshan Cao
Published Online: Jul 26 2018
DOI:10.1002/wics.1451

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian latent modeling of spatio‐temporal variation in small‐area health data

Overview
Andrew B. Lawson
Published Online: Jun 29 2018
DOI:10.1002/wics.1441

Abstract Full article on Wiley Online Library:   HTML | PDF
Periodic autoregressive moving average methods based on Fourier representation of periodic coefficients

Overview
Anna E. Dudek, Harry Hurd, Wioletta Wójtowicz
Published Online: Apr 27 2016
DOI:10.1002/wics.1380

Abstract Full article on Wiley Online Library:   HTML | PDF
Robust statistics: a selective overview and new directions

Overview
Marco Avella Medina, Elvezio Ronchetti
Published Online: Aug 20 2015
DOI:10.1002/wics.1363

Abstract Full article on Wiley Online Library:   HTML | PDF
Player evaluation using win probabilities in sports competitions

Overview
Jim Albert
Published Online: Jun 29 2015
DOI:10.1002/wics.1358

Abstract Full article on Wiley Online Library:   HTML | PDF
Smoothing using fractional polynomials: an alternative to polynomials and splines in applied research

Focus Article
Michael David Regier, R. David Parker
Published Online: May 19 2015
DOI:10.1002/wics.1355

Abstract Full article on Wiley Online Library:   HTML | PDF
Simulation‐based estimation: a case study in oncology (SIMEST) and a case study in portfolio selection (SIMUGRAM)

Focus Article
James R. Thompson
Published Online: Oct 22 2014
DOI:10.1002/wics.1320

Abstract Full article on Wiley Online Library:   HTML | PDF
Analyzing complex mathematical model behavior by partial least squares regression‐based multivariate metamodeling

Advanced Review
Kristin Tøndel, Harald Martens
Published Online: Aug 20 2014
DOI:10.1002/wics.1325

Abstract Full article on Wiley Online Library:   HTML | PDF
Scientific modeling with cellular automata

Overview
Joel L. Schiff
Published Online: Apr 25 2014
DOI:10.1002/wics.1301

Abstract Full article on Wiley Online Library:   HTML | PDF
Least angle regression for model selection

Advanced Review
Hongyang Zhang, Ruben H. Zamar
Published Online: Jan 08 2014
DOI:10.1002/wics.1288

Abstract Full article on Wiley Online Library:   HTML | PDF
Variable selection in linear models

Overview
Yuqi Chen, Pang Du, Yuedong Wang
Published Online: Dec 13 2013
DOI:10.1002/wics.1284

Abstract Full article on Wiley Online Library:   HTML | PDF
Computational solution of stochastic differential equations

Advanced Review
Timothy Sauer
Published Online: Aug 20 2013
DOI:10.1002/wics.1272

Abstract Full article on Wiley Online Library:   HTML | PDF
Modeling and simulation in engineering

Overview
Mehmet Sahinoglu
Published Online: Apr 19 2013
DOI:10.1002/wics.1254

Abstract Full article on Wiley Online Library:   HTML | PDF
Quadratic programming algorithms for ensemble models

Advanced Review
Jie Xu, J. Brian Gray
Published Online: Dec 26 2012
DOI:10.1002/wics.1237

Abstract Full article on Wiley Online Library:   HTML | PDF
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