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Medical care, ISSN 0025-7079, 03/2019, Volume 57, Issue 3, pp. 237 - 243
Health Care Sciences & Services | Public, Environmental & Occupational Health | Health Policy & Services | Life Sciences & Biomedicine | Science & Technology | Probability | Data Interpretation, Statistical | Models, Statistical | Bias | Computer Simulation | Humans | Knee | Computer simulation | Epidemiology | Estimates | Empirical analysis | Structural models | Missing data | Biomedical materials | Weighting | Pain | Simulation | Biocompatibility | Osteoarthritis | Index Medicus | Inverse probability weighting | Marginal structural models | Plasmode simulation, Multiple imputation
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Epidemiology (Cambridge, Mass.), ISSN 1044-3983, 11/2020, Volume 31, Issue 6, pp. 796 - 805
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Statistics in medicine, ISSN 0277-6715, 12/2018, Volume 37, Issue 28, pp. 4142 - 4154
marginal structural models | clinical prediction models | treatment drop‐in | counterfactual causal inference | validation | longitudinal data | treatment drop-in | Statistics & Probability | Physical Sciences | Life Sciences & Biomedicine | Medical Informatics | Public, Environmental & Occupational Health | Mathematics | Medicine, Research & Experimental | Science & Technology | Mathematical & Computational Biology | Research & Experimental Medicine | Prognosis | Randomized Controlled Trials as Topic - methods | Cardiovascular Diseases - prevention & control | Humans | Hydroxymethylglutaryl-CoA Reductase Inhibitors - therapeutic use | Decision Support Techniques | Treatment Outcome | Models, Statistical | Cardiovascular Diseases - diagnosis | Cardiovascular disease | Index Medicus
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Biometrics, ISSN 0006-341X, 6/2015, Volume 71, Issue 2, pp. 279 - 288
DISCUSSION PAPER | Causal inference | Marginal structural models | Variance estimation | Inverse probability weighting | Longitudinal data | Bayesian inference | Posterior predictive inference | Statistics & Probability | Physical Sciences | Life Sciences & Biomedicine | Biology | Life Sciences & Biomedicine - Other Topics | Mathematics | Science & Technology | Mathematical & Computational Biology | Liver Cirrhosis - etiology | Humans | Probability | Models, Statistical | Biometry | Disease Progression | Anti-HIV Agents - administration & dosage | Canada | Likelihood Functions | Algorithms | Bayes Theorem | HIV Infections - complications | HIV Infections - drug therapy | Hepatitis C - complications | Cohort Studies | Analysis | Censorship | Models | Bayesian analysis | Index Medicus
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Statistics in medicine, ISSN 0277-6715, 06/2017, Volume 36, Issue 13, pp. 2032 - 2047
marginal structural models | inverse‐probability weighting | multiple sclerosis | super learner | time‐dependent confounding | time-dependent confounding | inverse-probability weighting | Statistics & Probability | Physical Sciences | Life Sciences & Biomedicine | Medical Informatics | Public, Environmental & Occupational Health | Mathematics | Medicine, Research & Experimental | Science & Technology | Mathematical & Computational Biology | Research & Experimental Medicine | Interferon-beta - therapeutic use | Data Interpretation, Statistical | Algorithms | Humans | Proportional Hazards Models | Linear Models | Logistic Models | Treatment Outcome | Models, Statistical | Disease Progression | Multiple Sclerosis - drug therapy | Datasets | Interferon | Statistical methods | Index Medicus
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Statistics in medicine, ISSN 0277-6715, 04/2013, Volume 32, Issue 8, pp. 1383 - 1393
model specification | causal inference | marginal structural model | bias | regression analysis | Causal inference | Regression analysis | Marginal structural model | Bias | Model specification | Statistics & Probability | Physical Sciences | Life Sciences & Biomedicine | Medical Informatics | Public, Environmental & Occupational Health | Mathematics | Medicine, Research & Experimental | Science & Technology | Mathematical & Computational Biology | Research & Experimental Medicine | Data Interpretation, Statistical | Body Weight | Humans | Breast Feeding | Infant | Male | CD4 Lymphocyte Count | Models, Statistical | HIV Infections - immunology | Likelihood Functions | Antiretroviral Therapy, Highly Active - standards | Computer Simulation | Adult | Female | HIV Infections - drug therapy | Highly active antiretroviral therapy | Antiviral agents | Models | Breast feeding | Analysis | Babies | Breastfeeding & lactation | Simulation | Human immunodeficiency virus--HIV | Weight | Index Medicus
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Statistics in medicine, ISSN 0277-6715, 07/2019, Volume 38, Issue 17, pp. 3168 - 3183
model specification | causal inference | marginal structural models | Statistics & Probability | Physical Sciences | Life Sciences & Biomedicine | Medical Informatics | Public, Environmental & Occupational Health | Mathematics | Medicine, Research & Experimental | Science & Technology | Mathematical & Computational Biology | Research & Experimental Medicine | Mathematical models | Statistical inference | Causality | Medical statistics | Index Medicus
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Journal of consulting and clinical psychology, ISSN 0022-006X, 4/2011, Volume 79, Issue 2, pp. 225 - 235
marginal structural models | depression | loneliness | causal models | Psychology, Clinical | Psychology | Social Sciences | Intervention | Causal Models | Hispanic Americans | African Americans | Whites | Depression (Psychology) | Persistence | Prevention | Outcomes of Treatment | Measures (Individuals) | Psychological Patterns | Longitudinal Studies | UCLA Loneliness Scale | Center for Epidemiologic Studies Depression Scale | Symptoms (Individual Disorders) | Psychology. Psychoanalysis. Psychiatry | Adult and adolescent clinical studies | Psychopathology. Psychiatry | Mood disorders | Biological and medical sciences | Depression | Medical sciences | Psychiatric Status Rating Scales | Health Surveys | Loneliness - psychology | Humans | Middle Aged | Depression - psychology | Models, Psychological | Diagnostic Self Evaluation | Female | Male | Surveys and Questionnaires | Psychological aspects | Loneliness | Research | Diagnosis | Minorities | Depression, Mental | Clinical trials | Clinical medicine | Mental depression | Epidemiology | Emotions | Index Medicus | Causal models
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Biometrics, ISSN 0006-341X, 06/2020, Volume 76, Issue 2, pp. 472 - 483
accelerated failure time model | survival data | Aalen's additive model | marginal structural model | G‐estimation | Statistics & Probability | Physical Sciences | Life Sciences & Biomedicine | Biology | Life Sciences & Biomedicine - Other Topics | Mathematics | Science & Technology | Mathematical & Computational Biology | Survival analysis | Weighting | Statistical models | Computer simulation | Fibrosis | Cystic fibrosis | Models | Exposure | Survival | Failure times | Generalized linear models | Estimators | Index Medicus | Biometric Methodology
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