Analysis of Longitudinal Data of Epileptic Seizure Counts – A Two‐State Hidden Markov Regression Approach
Author:
Affiliation:
1. Nanyang Business School, S3‐B1A‐33 Nanyang Technological University, Nanyang Avenue, Singapore 633798
2. Faculty of Commerce and Business Administration University of British Columbia 2053 Main Mall, Vancouver, B.C., Canada V6T 1Z2
Publisher
Wiley
Subject
Statistics, Probability and Uncertainty,General Medicine,Statistics and Probability
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/1521-4036%28200112%2943%3A8%3C941%3A%3AAID-BIMJ941%3E3.0.CO%3B2-%23
Reference18 articles.
1. A Two-State Markov Mixture Model for a Time Series of Epileptic Seizure Counts
2. A Maximization Technique Occurring in the Statistical Analysis of Probabilistic Functions of Markov Chains
3. Approximate Inference in Generalized Linear Mixed Models
4. Maximum likelihood from incomplete data via the EM algorithm (with discussion).;Dempster A.P.;Journal of the Royal Statistical Society,1977
5. Efron B.andTibshirani R.J. 1993:An introducation to the bootstrap New York: Chapman Hall.
Cited by 14 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Modeling longitudinal dynamics of comorbidities;Proceedings of the Conference on Health, Inference, and Learning;2021-04-08
2. Statistical models for longitudinal zero-inflated count data: application to seizure attacks;African Health Sciences;2019-11-06
3. Decoding and modelling of time series count data using Poisson hidden Markov model and Markov ordinal logistic regression models;Statistical Methods in Medical Research;2018-04-04
4. Modelling species abundance in a river by Negative Binomial hidden Markov models;Computational Statistics & Data Analysis;2014-03
5. Combining hidden Markov models for comparing the dynamics of multiple sleep electroencephalograms;Statistics in Medicine;2013-01-24
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3