1. hmmTMB: Hidden Markov Models with Flexible Covariate Effects in R
   2025/01/01 by Théo Michelot · 2 voices · 10 citations
   Computer Science · #Autoregressive model #Bayesian Methods and Mixture Models #Covariate #Hidden Markov model #Markov chain #Markov model #Multivariate statistics #Random effects model #Univariate
2. Learning under random distributional shifts
   2023/06/05 by Kirk Bansak, Bansak, Kirk, Elisabeth Paulson +3 · 2 citations
   Computer Science · Mathematics · #Applications (stat.AP) #Computer science #Covariate #Domain Adaptation and Few-Shot Learning #Econometrics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Machine learning #Mathematics #Methodology (stat.ME) #Outcome (game theory) #Population #Proxy (statistics) #Random effects model #Statistical Methods in Epidemiology #Statistics #Term (time)
3. Understanding, Choosing, and Unifying Multilevel and Fixed Effect Approaches
   2020/12/31 by Chad Hazlett, Leonard Wainstein · 2 voices · 6 citations
   Mathematics · Medicine · Social Sciences · #Advanced Causal Inference Techniques #Artificial intelligence #Causal inference #Cluster (spacecraft) #Computer science #Econometrics #Economics #Electoral Systems and Political Participation #Estimation #Inference #Mathematics #Medicine #Meta-analysis #Multilevel model #Observational study #Point (geometry) #Random effects model #School Choice and Performance #Standard error #Statistics
4. Greater Than the Sum of its Parts: Computationally Flexible Bayesian Hierarchical Modeling
   2020/10/23 by Devin S. Johnson, Johnson, Devin S., Brian M. Brost +3 · 1 citation
   Environmental Science · Mathematics · #Algorithm #Bayesian inference #Bayesian probability #Computation (stat.CO) #Computer science #Data mining #Ecology and Vegetation Dynamics Studies #Estimator #FOS: Computer and information sciences #Hierarchical database model #Mathematics #Maximum a posteriori estimation #Maximum likelihood #Methodology (stat.ME) #Population #Posterior probability #Random effects model #Soil Geostatistics and Mapping #Statistical Methods and Bayesian Inference #Statistics
5. A Hierarchical Meta-Analysis for Settings Involving Multiple Outcomes across Multiple Cohorts
   2020/09/02 by Tuğba Akkaya Hocagil, Tugba Akkaya Hocagil, Hocagil, Tugba Akkaya +17 · 1 citation
   Mathematics · Medicine · Psychology · #Birth, Development, and Health #Clinical psychology #Cognition #Cohort #Cohort study #Confounding #Demography #FOS: Computer and information sciences #Internal medicine #Mathematics #Medicine #Meta-analysis #Methodology (stat.ME) #Multilevel model #Prenatal Substance Exposure Effects #Propensity score matching #Psychiatry #Psychology #Random effects model #Statistics #stat.ME
6. Measurement Properties of the Hand Grip Strength Assessment: A Systematic Review With Meta-analysis
   2019/11/12 by Pavlos Bobos, Goris Nazari, Ze Lu +2 · 26 citations
   Health Professions · Medicine · Neuroscience · #Cochrane Library #Confidence interval #Dysphagia Assessment and Management #Grip strength #Internal medicine #Intraclass correlation #MEDLINE #Medicine #Meta-analysis #Motor Control and Adaptation #Nutrition and Health in Aging #Physical therapy #Population #Psychometrics #Random effects model #Rehabilitation
7. Demonstrating Heterogeneity of Treatment Effects Among Patients: An Overlooked but Important Step Toward Precision Medicine
   2019/01/20 by Jennifer S. Gewandter, Michael P. McDermott, Hua He +8 · 22 citations
   Mathematics · Medicine · Pharmacology, Toxicology and Pharmaceutics · #Alternative medicine #Cancer #Clinical trial #Crossover study #Fentanyl #Internal medicine #Medicine #Meta-analysis #Pathology #Pharmacogenetics and Drug Metabolism #Pharmacology #Placebo #Precision medicine #Random effects model #Randomized controlled trial #Statistical Methods in Clinical Trials #Treatment effect #Treatment of Major Depression #Tumor heterogeneity
8. Bayesian random-effects meta-analysis using the bayesmeta R package
   2017/11/30 by Christian Röver · 1 citation
   Decision Sciences · Economics, Econometrics and Finance · Mathematics · #Artificial intelligence #Bayesian inference #Bayesian probability #Computer science #Context (archaeology) #Data mining #Economic and Environmental Valuation #Inference #Meta-analysis #Meta-analysis and systematic reviews #Programming language #R package #Random effects model #Range (aeronautics) #Statistical Methods and Bayesian Inference #stat.CO
9. Finite population correction for two-level hierarchical linear models.
   2017/03/16 by Mark H. C. Lai, Oi‐Man Kwok, Yu‐Yu Hsiao +1 · 1 voice · 4 citations
   Mathematics · #Advanced Causal Inference Techniques #Cluster (spacecraft) #Computer science #Confidence interval #Demography #Econometrics #Intraclass correlation #Linear model #Mathematics #Meta-analysis #Multilevel model #Population #Psychometrics #Random effects model #Sample (material) #Sample size determination #Standard error #Statistical Methods and Bayesian Inference #Statistical Methods in Clinical Trials #Statistical power #Statistics
10. Meta-analysis of few small studies in orphan diseases
    2016/01/25 by Tim Friede, Christian Röver, Simon Wandel +1 · 1 citation
    Mathematics · Medicine · #Advanced Causal Inference Techniques #Bayesian inference #Bayesian probability #Computer science #Confidence interval #Econometrics #Frequentist inference #Internal medicine #Mathematics #Medicine #Meta-analysis #Prior probability #Quantile #Random effects model #Statistical Methods and Bayesian Inference #Statistical Methods in Clinical Trials #Statistics #stat.ME
11. The Impact of Sample Size and Other Factors When Estimating Multilevel Logistic Models
    2015/08/19 by Jason A. Schoeneberger · 16 citations
    Decision Sciences · Engineering · Mathematics · #Analysis of covariance #Binary data #Binary number #Component (thermodynamics) #Confidence interval #Covariance #Econometrics #Engineering #Estimation #Interval estimation #Logistic regression #Mathematics #Meta-analysis #Monte Carlo method #Multilevel model #Outcome (game theory) #Psychometric Methodologies and Testing #Random effects model #Sample (material) #Sample size determination #Statistical Methods and Applications #Statistical Methods and Bayesian Inference #Statistics #Variance (accounting) #Variance components
12. Does Gender Matter? Female Representation on Corporate Boards and Firm Financial Performance - A Meta-Analysis
    2015/06/18 by Jan Luca Pletzer, Romina Nikolova, Karina Karolina Kedzior +1 · 1 citation
    Business, Management and Accounting · Medicine · Social Sciences · #Accounting #Business #Confidence interval #Corporate Finance and Governance #Corporate governance #Demographic economics #Demography #Developing country #Economic growth #Economics #Finance #Gender Diversity and Inequality #Gender Politics and Representation #Internal medicine #Medicine #Meta-analysis #Political science #Random effects model #Representation (politics) #Sociology
13. Meta-Analysis of the Association Between Whole Grain Intake and Coronary Heart Disease Risk
    2014/12/19 by Gang Tang, Duan Wang, Jun Long +3 · 23 citations
    Medicine · Nursing · #Cohort study #Confidence interval #Demography #Food composition and properties #Food science #Funnel plot #Internal medicine #Medicine #Meta-analysis #Nutrition and Health in Aging #Nutritional Studies and Diet #Publication bias #Random effects model #Relative risk #Whole grains
14. Random-Effects Meta-analysis of Inconsistent Effects: A Time for Change
    2014/02/17 by John E. Cornell, Cynthia D. Mulrow, Russell Localio +4 · 2 citations
    Decision Sciences · Medicine · #Meta-analysis and systematic reviews #Medicine #Meta-analysis #Random effects model #Internal medicine
15. The effects of smoke-free legislation on acute myocardial infarction: a systematic review and meta-analysis
    2013/05/31 by Hualiang Lin, Hongchun Wang, Wei Wu +3 · 1 citation
    Medicine · Biochemistry, Genetics and Molecular Biology · #Smoking Behavior and Cessation #Acute Myocardial Infarction Research #Advanced Glycation End Products research #Medicine #Meta-analysis #Confidence interval #Relative risk #Meta-regression #Publication bias #Myocardial infarction #Random effects model #Biostatistics #Smoking ban #Internal medicine #Environmental health #Epidemiology
16. Geographic origin is a significant determinant of human papillomavirus prevalence in oesophageal squamous cell carcinoma: Systematic review and meta-analysis
    2012/07/25 by Karí Syrjänen · 1 citation
    Medicine · Mathematics · #Esophageal Cancer Research and Treatment #Head and Neck Cancer Studies #Cervical Cancer and HPV Research #Funnel plot #Meta-analysis #Publication bias #Confidence interval #Random effects model #Medicine #Human papillomavirus #Internal medicine #Oncology #Rank correlation #Meta-regression #Papillomaviridae #Cervical cancer #Statistics #Cancer #Mathematics
17. Random-Effects Model Aimed at Discovering Associations in Meta-Analysis of Genome-wide Association Studies
    2011/05/01 by Buhm Han, Eleazar Eskin · 37 citations
    Biochemistry, Genetics and Molecular Biology · Mathematics · Medicine · Psychology · #Aggregate (composite) #Association (psychology) #Biology #Computer science #Econometrics #Genetic Associations and Epidemiology #Genetic Mapping and Diversity in Plants and Animals #Genetic Syndromes and Imprinting #Genetic association #Genetics #Mathematics #Medicine #Meta-analysis #Psychology #Random effects model #Single-nucleotide polymorphism #Statistics
18. Meta-analysis of the association between secondhand smoke exposure and stroke
    2011/03/21 by Inalegwu P Oono, Daniel Mackay, Jill P. Pell · 1 citation
    Medicine · Health Professions · #Smoking Behavior and Cessation #Acute Ischemic Stroke Management #Older Adults Driving Studies #Publication bias #Funnel plot #Meta-analysis #Medicine #Secondhand smoke #Stroke (engine) #Random effects model #Environmental health #Relative risk #Risk factor #Confidence interval #Demography #Internal medicine
19. Random Responding as a Threat to the Validity of Effect Size Estimates in Correlational Research
    2010/04/28 by Marcus Credé · 32 citations
    Mathematics · Psychology · Social Sciences · #Affect (linguistics) #Econometrics #Mathematics #Mental Health Research Topics #Meta-analysis #Nomothetic #Nomothetic and idiographic #Personality Traits and Psychology #Psychology #Random effects model #Social and Intergroup Psychology #Social psychology #Statistics
20. A basic introduction to fixed-effect and random-effects models for meta-analysis
    2010/04/01 by Michael Borenstein, Larry V. Hedges, Julian P. T. Higgins +1 · 2 citations
    Decision Sciences · Economics, Econometrics and Finance · Mathematics · #Meta-analysis and systematic reviews #Economic and Environmental Valuation #Statistical Methods and Bayesian Inference #Computer science #Model selection #Random effects model #Context (archaeology) #Econometrics #Meta-analysis #Fixed effects model #Statistical model #Selection (genetic algorithm) #Interpretation (philosophy) #Statistics #Mathematics #Artificial intelligence #Panel data
21. Formaldehyde Exposure and Asthma in Children: A Systematic Review
    2009/11/06 by Gerald McGwin, Jeffrey Lienert, John I. Kennedy · 1 citation
    Environmental Science · Medicine · Psychology · #Indoor Air Quality and Microbial Exposure #Asthma and respiratory diseases #Occupational exposure and asthma #Asthma #Odds ratio #Confidence interval #Medicine #Meta-analysis #Random effects model #Odds #Population #Association (psychology) #Demography #Environmental health #Internal medicine #Logistic regression #Psychology
22. Interventions to Improve Medication Adherence Among Older Adults: Meta-Analysis of Adherence Outcomes Among Randomized Controlled Trials
    2009/05/21 by V. S. Conn, Vicki S. Conn, Adam R. Hafdahl +9 · 25 citations
    Medicine · Nursing · Psychology · #Blood pressure #Chronic Disease Management Strategies #Gerontology #Internal medicine #MEDLINE #Medication Adherence and Compliance #Medication adherence #Medicine #Meta-analysis #Moderation #Nursing #Pharmaceutical Practices and Patient Outcomes #Physical therapy #Pill #Psychological intervention #Psychology #Random effects model #Randomized controlled trial
23. Undue reliance on I2 in assessing heterogeneity may mislead
    2008/11/27 by Gerta Rücker, Guido Schwarzer, James R. Carpenter +1 · 2 citations
    Decision Sciences · Mathematics · Medicine · #Meta-analysis and systematic reviews #Statistical Methods in Clinical Trials #Statistical Methods and Bayesian Inference #Statistics #Sample size determination #Meta-analysis #Econometrics #Study heterogeneity #Statistic #Variance (accounting) #Random effects model #Sampling (signal processing) #Sample (material) #Mathematics #Medicine #Confidence interval #Computer science #Economics #Internal medicine
24. Meta-analysis of studies of passive smoking and lung cancer: effects of study type and continent
    2007/08/09 by Richard Taylor, Farid Najafi, A. Dobson · 1 citation
    Medicine · Mathematics · #Smoking Behavior and Cessation #Cancer Risks and Factors #Lung Cancer Treatments and Mutations #Meta-analysis #Medicine #Relative risk #Demography #Lung cancer #Meta-regression #Random effects model #Population #Passive smoking #Cohort study #Regression analysis #Internal medicine #Oncology #Environmental health #Statistics #Confidence interval #Mathematics
25. Application of random effects to the study of resource selection by animals
    2006/06/23 by CAMERON S. GILLIES, Cameron S. Gillies, Mark Hebblewhite +15 · 41 citations
    Environmental Science · Mathematics · #Artificial intelligence #Biology #Categorical variable #Computer science #Demography #Ecology #Ecology and Vegetation Dynamics Studies #Econometrics #Machine learning #Mathematics #Pooling #Population #Random effects model #Resource (disambiguation) #Selection (genetic algorithm) #Species Distribution and Climate Change #Statistics #Wildlife Ecology and Conservation
26. Statistical Analysis of Yield Trials by AMMI and GGE
    2006/05/18 by Hugh G. Gauch · 26 citations
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Mathematics · #Additive model #Agricultural Practices and Plant Genetics #Ammi #Biology #Biotechnology #Biplot #Computer science #Econometrics #Genetic Mapping and Diversity in Plants and Animals #Genetics #Genetics and Plant Breeding #Gene–environment interaction #Genotype #Main effect #Mathematics #Meta-analysis #Mixed model #Principal component analysis #Random effects model #Statistics
27. Move Over ANOVA
    2004/03/01 by Ralitza Gueorguieva, John H. Krystal · 58 citations
    Decision Sciences · Mathematics · Medicine · Psychology · #Analysis of variance #Computer science #Flexibility (engineering) #Machine learning #Mathematics #Medicine #Meta-analysis #Meta-analysis and systematic reviews #Missing data #Mixed model #Mixed-design analysis of variance #Multivariate analysis #Multivariate statistics #Psychology #Random effects model #Repeated measures design #Statistical Methods and Bayesian Inference #Statistical Methods in Clinical Trials #Statistics #Univariate #Variance (accounting)
28. Bayesian Inference for Hospital Quality in a Selection Model
    2003/07/01 by John Geweke, Gautam Gowrisankaran, Robert J. Town +1 · 9 citations
    Economics, Econometrics and Finance · Health Professions · Mathematics · Medicine · #Bayesian inference #Bayesian probability #Computer science #Econometric model #Econometrics #Economics #Emergency medicine #Global Health Care Issues #Health Systems, Economic Evaluations, Quality of Life #Healthcare Policy and Management #Inference #Internal medicine #Markov chain Monte Carlo #Mathematics #Medicine #Probit model #Quality (philosophy) #Random effects model #Selection (genetic algorithm) #Spurious relationship #Statistics
29. A Joint Model for Survival and Longitudinal Data Measured with Error
    1997/03/01 by Michael S. Wulfsohn, Michael Wulfsohn, Anastasios A. Tsiatis · 55 citations
    Mathematics · Medicine · #Advanced Causal Inference Techniques #Covariate #Econometrics #Expectation–maximization algorithm #Mathematical optimization #Mathematics #Maximization #Maximum likelihood #Medicine #Proportional hazards model #Random effects model #Regression analysis #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics
30. Nonlinear Mixed Effects Models for Repeated Measures Data
    1990/09/01 by Mary J. Lindstrom, Douglas M. Bates · 61 citations
    Mathematics · #Advanced Statistical Methods and Models #Applied mathematics #Computer science #Estimator #Fixed effects model #Generalized linear mixed model #Generalized linear model #Linear model #Mathematical optimization #Mathematics #Maximum likelihood #Mixed model #Nonlinear system #Panel data #Random effects model #Restricted maximum likelihood #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics

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