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Original Articles

Prior distribution elicitation for generalized linear and piecewise-linear models

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Pages 59-75 | Received 07 Jan 2012, Accepted 25 Sep 2012, Published online: 24 Oct 2012

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Heinz Leitgöb, Daniel Seddig, Tihomir Asparouhov, Dorothée Behr, Eldad Davidov, Kim De Roover, Suzanne Jak, Katharina Meitinger, Natalja Menold, Bengt Muthén, Maksim Rudnev, Peter Schmidt & Rens van de Schoot. (2023) Measurement invariance in the social sciences: Historical development, methodological challenges, state of the art, and future perspectives. Social Science Research 110, pages 102805.
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Paul H. Garthwaite & Fadlalla G. Elfadaly. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online 1 7 .
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Kevin J. Wilson, Fadlalla G. Elfadaly, Paul H. Garthwaite & Jeremy E. Oakley. 2021. Expert Judgement in Risk and Decision Analysis. Expert Judgement in Risk and Decision Analysis 19 51 .
Duco Veen, Marthe R. Egberts, Nancy E. E. van Loey & Rens van de Schoot. (2020) Expert Elicitation for Latent Growth Curve Models: The Case of Posttraumatic Stress Symptoms Development in Children With Burn Injuries. Frontiers in Psychology 11.
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Fadlalla G. Elfadaly & Paul H. Garthwaite. (2020) On quantifying expert opinion about multinomial models that contain covariates. Journal of the Royal Statistical Society: Series A (Statistics in Society) 183:3, pages 959-981.
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Laura C. Dawkins, Daniel B. Williamson, Stewart W. Barr & Sally R. Lampkin. (2019) ‘What drives commuter behaviour?': a Bayesian clustering approach for understanding opposing behaviours in social surveys. Journal of the Royal Statistical Society: Series A (Statistics in Society) 183:1, pages 251-280.
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Tahir Abbas, Tahir Mahmood, Muhammad Riaz & Muhammad Abid. (2020) Improved linear profiling methods under classical and Bayesian setups: An application to chemical gas sensors. Chemometrics and Intelligent Laboratory Systems 196, pages 103908.
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Ahmad Ahmadi Yazdi, Ali Zeinal Hamadani, Amirhossein Amiri & Marco Grzegorczyk. (2019) A new Bayesian multivariate exponentially weighted moving average control chart for phase II monitoring of multivariate multiple linear profiles. Quality and Reliability Engineering International.
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Tahir Abbas, Saddam Akber Abbasi, Muhammad Riaz & Zhengming Qian. (2019) Phase II monitoring of linear profiles with random explanatory variable under Bayesian framework. Computers & Industrial Engineering 127, pages 1115-1129.
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Iiris Sundin, Tomi Peltola, Luana Micallef, Homayun Afrabandpey, Marta Soare, Muntasir Mamun Majumder, Pedram Daee, Chen He, Baris Serim, Aki Havulinna, Caroline Heckman, Giulio Jacucci, Pekka Marttinen & Samuel Kaski. (2018) Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge. Bioinformatics 34:13, pages i395-i403.
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Saddam Akber Abbasi, Tahir Abbas, Muhammad Riaz & Abdel-Salam Gomaa. (2018) Bayesian Monitoring of Linear Profiles Using DEWMA Control Structures With Random $X$. IEEE Access 6, pages 78370-78385.
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Tahir Abbas, Zhengming Qian, Shabbir Ahmad & Muhammad Riaz. (2017) Bayesian monitoring of linear profile monitoring using DEWMA charts. Quality and Reliability Engineering International 33:8, pages 1783-1812.
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Geoffrey R. Hosack, Keith R. Hayes & Simon C. Barry. (2017) Prior elicitation for Bayesian generalised linear models with application to risk control option assessment. Reliability Engineering & System Safety 167, pages 351-361.
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Christoph Werner, Tim Bedford, Roger M. Cooke, Anca M. Hanea & Oswaldo Morales-Nápoles. (2017) Expert judgement for dependence in probabilistic modelling: A systematic literature review and future research directions. European Journal of Operational Research 258:3, pages 801-819.
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Luana Micallef, Iiris Sundin, Pekka Marttinen, Muhammad Ammad-ud-din, Tomi Peltola, Marta Soare, Giulio Jacucci & Samuel Kaski. (2017) Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets. Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets.
Fadlalla G. Elfadaly & Paul H. Garthwaite. (2016) Eliciting Dirichlet and Gaussian copula prior distributions for multinomial models. Statistics and Computing 27:2, pages 449-467.
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Tahir Abbas, Zhengming Qian, Shabbir Ahmad & Muhammad Riaz. (2016) On monitoring of linear profiles using Bayesian methods. Computers & Industrial Engineering 94, pages 245-268.
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Fadlalla G. Elfadaly & Paul H. Garthwaite. (2014) Eliciting prior distributions for extra parameters in some generalized linear models. Statistical Modelling 15:4, pages 345-365.
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Leslie Pibouleau & Sylvie Chevret. (2014) AN INTERNET-BASED METHOD TO ELICIT EXPERTS’ BELIEFS FOR BAYESIAN PRIORS: A CASE STUDY IN INTRACRANIAL STENT EVALUATION. International Journal of Technology Assessment in Health Care 30:4, pages 446-453.
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