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Posts by Collection
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publications
Optimal location of tsunami warning buoys and sea level monitoring stations in the mediterranean sea
Published in Journal of Tsunami Society International, 2010
Recommended citation: Groen, L., Joseph, A., Black, E., Menictas, M., Tam, W. and Gabor, M., 2010. Optimal location of Tsunami warning buoys and sea level monitoring stations in the Mediterranean Sea. Science of Tsunami Hazards.
Variational Inference for Marginal Longitudinal Semiparametric Regression
Published in Stat, 2013
Recommended citation: Menictas, M. and Wand, M.P., 2013. Variational inference for marginal longitudinal semiparametric regression. Stat, 2(1), pp.61-71.
Variational Inference for Heteroscedastic Semiparametric Regression
Published in Australian and New Zealand Journal of Statistics, 2015
Recommended citation: Menictas, M. and Wand, M.P., 2015. Variational inference for heteroscedastic semiparametric regression. Australian & New Zealand Journal of Statistics, 57(1), pp.119-138.
Variational inference for heteroscedastic and longitudinal regression models
Published in Doctoral dissertation, 2015
Recommended citation: Menictas, M., 2015. Variational inference for heteroscedastic and longitudinal regression models (Doctoral dissertation).
Artificial intelligence decision-making in mobile health
Published in The Biochemist, 2020
Recommended citation: Menictas, M., Rabbi, M., Klasnja, P. and Murphy, S., 2019. Artificial intelligence decision-making in mobile health. The biochemist, 41(5), pp.20-24.
Streamlined Empirical Bayes Fitting of Linear Mixed Models in Mobile Health
Published in arXiv preprint, 2020
Recommended citation: Menictas, M., Tomkins, S. and Murphy, S.A., 2020. Streamlined Empirical Bayes Fitting of Linear Mixed Models in Mobile Health. arXiv preprint arXiv:2003.12881.
Developments in Mobile Health Just-in-Time Adaptive Interventions for Addiction Science
Published in mHealth in Addictions section for Current Addiction Reports, 2020
Recommended citation: Carpenter, S.M., Menictas, M., Nahum-Shani, I., Wetter, D.W. and Murphy, S.A., 2020. Developments in mobile health just-in-time adaptive interventions for addiction science. Current addiction reports, 7, pp.280-290.
Streamlined Computing for Variational Inference with Higher Level Random Effects
Published in Journal of Machine Learning Research, 2020
Recommended citation: Nolan, T.H., Menictas, M. and Wand, M.P., 2020. Streamlined variational inference with higher level random effects. Journal of Machine Learning Research, 21(157), pp.1-62.
Streamlined Variational Inference for Higher Level Group-Specific Curve Models
Published in Statistical Modelling, 2021
Recommended citation: Menictas, M., Nolan, T.H., Simpson, D.G. and Wand, M.P., 2021. Streamlined variational inference for higher level group-specific curve models. Statistical Modelling, 21(6), pp.479-519.
Sense2Stop: a micro-randomized trial using wearable sensors to optimize a just-in-time-adaptive stress management intervention for smoking relapse prevention
Published in Contemporary Clinical Trials, 2021
Recommended citation: Battalio, S.L., Conroy, D.E., Dempsey, W., Liao, P., Menictas, M., Murphy, S., Nahum-Shani, I., Qian, T., Kumar, S. and Spring, B., 2021. Sense2Stop: a micro-randomized trial using wearable sensors to optimize a just-in-time-adaptive stress management intervention for smoking relapse prevention. Contemporary Clinical Trials, 109, p.106534.
Streamlined Variational Inference for Linear Mixed Models with Crossed Random Effects
Published in Journal of Computational and Graphical Statistics, 2023
Recommended citation: Menictas, M., Di Credico, G. and Wand, M.P., 2023. Streamlined variational inference for linear mixed models with crossed random effects. Journal of Computational and Graphical Statistics, 32(1), pp.99-115.
Online Semiparametric Regression via Sequential Monte Carlo
Published in Australian and New Zealand Journal of Statistics, 2025
Recommended citation: Menictas, M., Oates, C.J. and Wand, M.P., 2025. Online Semiparametric Regression via Sequential Monte Carlo. Australian and New Zealand Journal of Statistics, full publication details pending.
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.