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Constructing Inverse Probability Weights for Marginal Structural Models
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Structural accelerated failure time models for survival analysis in studies with time-varying treatments
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Adjusted survival curves with inverse probability weights
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Marginal Structural Models for Analyzing Causal Effects of Time-dependent Treatments: An Application in Perinatal Epidemiology
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Effect of Tuberculosis on the Survival of Women Infected with Human Immunodeficiency Virus
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Marginal Structural Models and Causal Inference in Epidemiology
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Effects of Physical Activity and Body Composition on Functional Limitation in the Elderly
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A Structural Approach to Selection Bias
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The Consistency Statement in Causal Inference
inferredcites →https://doi.org/10.1111/1541-0420.00018openalex-snapshot
Estimating Causal Treatment Effects from Longitudinal HIV Natural History Studies Using Marginal Structural Models
inferredcites →https://doi.org/10.1136/jech.2004.029496openalex-snapshot
Estimating causal effects from epidemiological data
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Marginal Structural Models to Estimate the Joint Causal Effect of Nonrandomized Treatments
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On the Treatment of Grouped Observations in Life Studies
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Does the type of first‐line regimens influence the receipt of second‐line chemotherapy treatment? An analysis of 3211 metastatic colon cancer patients
inferred← citeshttps://doi.org/10.1002/cam4.3069openalex-snapshot
Associations between prostate cancer‐related anxiety and health‐related quality of life
inferred← citeshttps://doi.org/10.1002/cam4.71723openalex-snapshot
Impact of Perioperative Proton Pump Inhibitors on Renal Cancer Progression. A Retrospective Study
inferred← citeshttps://doi.org/10.1002/cam4.72376openalex-snapshot
Association of Travel Time With Definitive Prostate Cancer Treatment: A United States Registry Cohort Study
inferred← citeshttps://doi.org/10.1002/ccd.30340openalex-snapshot
Cerebral embolic protection and severity of stroke following transcatheter aortic valve replacement
inferred← citeshttps://doi.org/10.1002/ccd.30515openalex-snapshot
One‐year clinical and echocardiographic outcomes of transcatheter aortic valve replacement with SAPIEN 3 Ultra versus SAPIEN 3
inferred← citeshttps://doi.org/10.1002/cjs.10139openalex-snapshot
Duration analysis in longitudinal studies with intermittent observation times and losses to followup
inferred← citeshttps://doi.org/10.1002/clc.23114openalex-snapshot
Are aromatase inhibitors associated with higher myocardial infarction risk in breast cancer patients? A Medicare population‐based study
inferred← citeshttps://doi.org/10.1002/cncr.32761openalex-snapshot
Obesity and aggressive prostate cancer
inferred← citeshttps://doi.org/10.1002/cncr.33190openalex-snapshot
Material and psychological financial hardship related to employment disruption among female adolescent and young adult cancer survivors
inferred← citeshttps://doi.org/10.1002/cncr.70430openalex-snapshot
Diabetes and cancer incidence among adults in the Hispanic Community Health Study/Study of Latinos
inferred← citeshttps://doi.org/10.1002/cpt.70455openalex-snapshot
Initiation of Gabapentin with Opioids and Risk of Respiratory Cardiovascular and Opioid‐Related Adverse Events Following Surgery for Breast Cancer
inferred← citeshttps://doi.org/10.1002/cpt.70498openalex-snapshot
Urogenital Infection Risk Associated With SGLT2 Inhibitors Versus DPP ‐4 Inhibitors in Type 2 Diabetes and Chronic Kidney Disease: A Nationwide Target Trial Emulation
inferred← citeshttps://doi.org/10.1002/ejhf.3486openalex-snapshot
Long-Term Exposure to Fine Particulate Matter Constituents, Genetic Susceptibility, and Incident Heart Failure Among 411 807 Adults
inferred← citeshttps://doi.org/10.1002/gps.4864openalex-snapshot
Persistence of depressive symptoms and gait speed recovery in older adults after hip fracture
inferred← citeshttps://doi.org/10.1002/gps.70022openalex-snapshot
Childhood Peer Relationships and Dementia Risk in Chinese Older Adults: A Mediation Analysis
inferred← citeshttps://doi.org/10.1002/hed.24384openalex-snapshot
Anaplastic thyroid cancer: Prognostic factors, patterns of care, and overall survival
inferred← citeshttps://doi.org/10.1002/hep.31264openalex-snapshot
Mortality and Hepatic Decompensation in Patients With Cirrhosis and Atrial Fibrillation Treated With Anticoagulation
inferred← citeshttps://doi.org/10.1002/hsr2.257openalex-snapshot
The role of chemotherapy in the management of olfactory neuroblastoma: A 40‐year surveillance, epidemiology, and end results registry study
inferred← citeshttps://doi.org/10.1002/ijc.30745openalex-snapshot
Statin use and risk of multiple myeloma: An analysis from the cancer research network
inferred← citeshttps://doi.org/10.1002/ijc.31016openalex-snapshot
Risk of Cause‐Specific Death in Individuals with Cancer—Modifying Role Diabetes, Statins and Metformin
inferred← citeshttps://doi.org/10.1002/ijc.35047openalex-snapshot
Potential causal links of long‐term exposure to PM2.5 and its chemical components with the risk of nasopharyngeal carcinoma recurrence: A 10‐year cohort study in South China
inferred← citeshttps://doi.org/10.1002/ijc.35296openalex-snapshot
Head‐to‐head comparison of palbociclib and ribociclib in first‐line treatment of HR ‐positive/ HER2 ‐negative metastatic breast cancer with real‐world data from the OPAL registry
inferred← citeshttps://doi.org/10.1002/ijc.70211openalex-snapshot
Head‐to‐head comparison of TKI and CPI first‐line treatment strategies in advanced renal cell carcinoma—Real‐world data from the German research platform CARAT
inferred← citeshttps://doi.org/10.1002/ijc.70433openalex-snapshot
Prediction of dose reductions and impact of reduced starting doses of CDK4 /6i on effectiveness in HR ‐positive/ HER2 ‐negative metastatic breast cancer: Real‐world data from the OPAL registry
inferred← citeshttps://doi.org/10.1002/jae.2890openalex-snapshot
The impact of product and labour market reform on growth: Evidence for OECD countries based on local projections
inferred← citeshttps://doi.org/10.1002/jia2.25281openalex-snapshot
The burden of HIV among female sex workers, men who have sex with men and transgender women in Haiti: results from the 2016 Priorities for Local AIDS Control Efforts ( PLACE ) study
inferred← citeshttps://doi.org/10.1002/jia2.25627openalex-snapshot
Implications of COVID‐19 for HIV Research: data sources, indicators and longitudinal analyses
inferred← citeshttps://doi.org/10.1002/jia2.26200openalex-snapshot
Temporal dynamics and drivers of durable HIV viral load suppression and persistent high‐ and low‐level viraemia during Universal Test and Treat scale‐up in Uganda: a population‐based study
inferred← citeshttps://doi.org/10.1002/jia2.26247openalex-snapshot
A cross‐sectional assessment of injection of “salts” and HIV transmission‐related behaviours among a cohort of people who inject drugs in Kyrgyzstan
inferred← citeshttps://doi.org/10.1002/jmv.70606openalex-snapshot
Effectiveness of Metformin in Preventing Herpes Zoster Among Japanese Patients With Type 2 Diabetes: A Target Trial Emulation
inferred← citeshttps://doi.org/10.1002/joom.1318openalex-snapshot
Causal inference under selection on observables in operations management research: Matching methods and synthetic controls
inferred← citeshttps://doi.org/10.1002/jrsm.1382openalex-snapshot
A novel approach for identifying and addressing case‐mix heterogeneity in individual participant data meta‐analysis
inferred← citeshttps://doi.org/10.1002/jso.25814openalex-snapshot
Refining the indications for neoadjuvant chemotherapy for patients with HER2+ breast cancer: A single institution experience
inferred← citeshttps://doi.org/10.1002/mds.26032openalex-snapshot
Dietary fat intake and risk for Parkinson's disease
inferred← citeshttps://doi.org/10.1002/mds.28571openalex-snapshot
Phenoconversion from Possible REM Sleep Behavior to Parkinsonism in the Population‐Based CLSA
inferred← citeshttps://doi.org/10.1002/nau.70402openalex-snapshot
Association Between Psoriasis and Overactive Bladder Among US Adults: A Study Based on 2005–2006 and 2009–2014 National Health and Nutrition Examination Survey
inferred← citeshttps://doi.org/10.1002/oby.23688openalex-snapshot
A hypothetical intervention of the timing of dietary intake on weight and body composition after initial weight loss
inferred← citeshttps://doi.org/10.1002/pbc.27969openalex-snapshot
Trimodality therapy for atypical teratoid/rhabdoid tumor is associated with improved overall survival: A surveillance, epidemiology, and end results analysis
inferred← citeshttps://doi.org/10.1002/pds.1676openalex-snapshot
Traditional versus marginal structural models to estimate the effectiveness of β‐blocker use on mortality after myocardial infarction
inferred← citeshttps://doi.org/10.1002/pds.2074openalex-snapshot
The role of the c‐statistic in variable selection for propensity score models
inferred← citeshttps://doi.org/10.1002/pds.2121openalex-snapshot
Simultaneously assessing intended and unintended treatment effects of multiple treatment options: a pragmatic “matrix design”
inferred← citeshttps://doi.org/10.1002/pds.2175openalex-snapshot
Comparative effectiveness of individual angiotensin receptor blockers on risk of mortality in patients with chronic heart failure
inferred← citeshttps://doi.org/10.1002/pds.3253openalex-snapshot
Dynamic marginal structural modeling to evaluate the comparative effectiveness of more or less aggressive treatment intensification strategies in adults with type 2 diabetes
inferred← citeshttps://doi.org/10.1002/pds.3297openalex-snapshot
Exploring large weight deletion and the ability to balance confounders when using inverse probability of treatment weighting in the presence of rare treatment decisions
inferred← citeshttps://doi.org/10.1002/pds.3356openalex-snapshot
Variable selection for propensity score models when estimating treatment effects on multiple outcomes: a simulation study
inferred← citeshttps://doi.org/10.1002/pds.3396openalex-snapshot
Investigating differences in treatment effect estimates between propensity score matching and weighting: a demonstration using STAR*D trial data
inferred← citeshttps://doi.org/10.1002/pds.3413openalex-snapshot
Comparative effectiveness research using electronic health records: impacts of oral antidiabetic drugs on the development of chronic kidney disease
inferred← citeshttps://doi.org/10.1002/pds.3569openalex-snapshot
Application of marginal structural models in pharmacoepidemiologic studies: a systematic review
inferred← citeshttps://doi.org/10.1002/pds.3590openalex-snapshot
The effect of free health care on polypharmacy: a comparison of propensity score methods and multivariable regression to account for confounding
inferred← citeshttps://doi.org/10.1002/pds.3727openalex-snapshot
Performance of time-dependent propensity scores: a pharmacoepidemiology case study
inferred← citeshttps://doi.org/10.1002/pds.3855openalex-snapshot
Treatment with high dose of erythropoiesis-stimulating agents and mortality: analysis with a sequential Cox approach and a marginal structural model
inferred← citeshttps://doi.org/10.1002/pds.3864openalex-snapshot
Methodological comparison of marginal structural model, time‐varying Cox regression, and propensity score methods: the example of antidepressant use and the risk of hip fracture
inferred← citeshttps://doi.org/10.1002/pds.3876openalex-snapshot
Evaluating the treatment effects model for estimation of cross‐sectional associations between risk factors and cardiovascular biomarkers influenced by medication use
inferred← citeshttps://doi.org/10.1002/pds.3999openalex-snapshot
New depression diagnosis following prescription of codeine, hydrocodone or oxycodone
inferred← citeshttps://doi.org/10.1002/pds.4258openalex-snapshot
Risk of liver decompensation with cumulative use of mitochondrial toxic nucleoside analogues in HIV/hepatitis C virus coinfection
inferred← citeshttps://doi.org/10.1002/pds.4286openalex-snapshot
Risk of preeclampsia after gestational exposure to selective serotonin reuptake inhibitors and other antidepressants: A study from The Norwegian Mother and Child Cohort Study
inferred← citeshttps://doi.org/10.1002/pds.4336openalex-snapshot
Making fair comparisons in pregnancy medication safety studies: An overview of advanced methods for confounding control
inferred← citeshttps://doi.org/10.1002/pds.4564openalex-snapshot
Methodologic limitations of prescription opioid safety research and recommendations for improving the evidence base
inferred← citeshttps://doi.org/10.1002/pds.4750openalex-snapshot
Informative censoring by health plan disenrollment among commercially insured adults
inferred← citeshttps://doi.org/10.1002/pds.4907openalex-snapshot
Comparative effectiveness of metformin versus insulin for gestational diabetes in New Zealand
inferred← citeshttps://doi.org/10.1002/pds.4975openalex-snapshot
Real‐world evidence to support regulatory decision‐making for medicines: Considerations for external control arms
inferred← citeshttps://doi.org/10.1002/pds.5024openalex-snapshot
Sulphonylureas monotherapy and risk of hospitalization for heart failure in patients with type 2 diabetes mellitus: A population‐based cohort study in China
inferred← citeshttps://doi.org/10.1002/pds.5143openalex-snapshot
Ondansetron use in early pregnancy and the risk of miscarriage
inferred← citeshttps://doi.org/10.1002/pds.5652openalex-snapshot
Impact of hemoglobin A1c level on the association between non‐steroidal anti‐inflammatory drug use and cardiovascular events in patients with type 2 diabetes: A population‐based cohort study
inferred← citeshttps://doi.org/10.1002/pds.5678openalex-snapshot
Combining Super Learner with high‐dimensional propensity score to improve confounding adjustment: A real‐world application in chronic lymphocytic leukemia
inferred← citeshttps://doi.org/10.1002/pds.70105openalex-snapshot
The Effect of Isoniazid for Tuberculosis Prevention on Pregnancy Risk Among Women Living With HIV on Antiretroviral Treatment and Progestin‐Based Hormonal Contraception
inferred← citeshttps://doi.org/10.1002/pds.70156openalex-snapshot
Implementing Negative Control Outcomes to Assess Comparability of Treatments for Psoriasis and Psoriatic Arthritis
inferred← citeshttps://doi.org/10.1002/pds.70205openalex-snapshot
Vancomycin‐Induced Acute Kidney Injury in Intensive Care Patients: A Target Trial Emulation Study Using Multicenter Routinely Collected Data
inferred← citeshttps://doi.org/10.1002/pds.70223openalex-snapshot
Demystifying Clone‐Censor‐Weighting to Study Treatment Initiation Windows: An Example Using Publicly Available Synthetic Medicare Claims Data
inferred← citeshttps://doi.org/10.1002/pds.70235openalex-snapshot
Comparing IPCW Models to Adjust for Informative Censoring During COVID ‐19 Using Data From the Clinical Practice Research Datalink
inferred← citeshttps://doi.org/10.1002/pds.70253openalex-snapshot
Overlap Weights for Binary Outcomes: A Performance Assessment
inferred← citeshttps://doi.org/10.1002/pds.70276openalex-snapshot
Cardiovascular Effectiveness of Semaglutide Versus Dulaglutide in Type 2 Diabetes
inferred← citeshttps://doi.org/10.1002/pds.70323openalex-snapshot
Discontinuation of Renin–Angiotensin System Inhibitors and Risk of End‐Stage Renal Disease and Cardiovascular Outcomes Among Patients With Type 2 Diabetes and Chronic Kidney Disease: A Nationwide Taiwanese Cohort Study
inferred← citeshttps://doi.org/10.1002/pds.70354openalex-snapshot
Methodological Challenges of Emulating a Target Trial to Assess Effectiveness of Timing of PCSK9 Inhibitor Treatment Initiation Post Myocardial Infarction
inferred← citeshttps://doi.org/10.1002/pds.70394openalex-snapshot
Resumption of Antiplatelet Therapy After Burr‐Hole Surgery and Recurrence in Patients With Chronic Subdural Hematoma: A Target Trial Emulation
inferred← citeshttps://doi.org/10.1002/pds.70457openalex-snapshot
Dementias in Older Women With Early‐Stage HER2 ‐Negative Breast Cancer Treated With Anthracycline Plus Taxane Versus Taxane‐Based Chemotherapy Regimens
inferred← citeshttps://doi.org/10.1002/phar.2530openalex-snapshot
Comparative effectiveness and safety of prasugrel versus ticagrelor following percutaneous coronary intervention: An observational study
inferred← citeshttps://doi.org/10.1002/phar.2624openalex-snapshot
Renin‐angiotensin‐aldosterone system inhibitors and major cardiovascular events and acute kidney injury in patients with coronary artery disease
inferred← citeshttps://doi.org/10.1002/phar.2778openalex-snapshot
Maternal and neonatal outcomes associated with treating hypertension in pregnancy at different thresholds
inferred← citeshttps://doi.org/10.1002/phar.2809openalex-snapshot
Bicarbonate as a predictor of successful insulin transition in critically ill patients with diabetic ketoacidosis: A retrospective cohort study
inferred← citeshttps://doi.org/10.1002/pon.5376openalex-snapshot
Cognitive function prior to systemic therapy and subsequent well‐being in older breast cancer survivors: Longitudinal findings from the Thinking and Living with Cancer Study
inferred← citeshttps://doi.org/10.1002/pros.24510openalex-snapshot
Cardiovascular outcomes among patients with castration‐resistant prostate cancer: A comparative safety study using US administrative claims data
inferred← citeshttps://doi.org/10.1002/pst.1680openalex-snapshot
Assessing the treatment effect in a randomized controlled trial with extensive non‐adherence: the EVOLVE trial
inferred← citeshttps://doi.org/10.1002/pst.1719openalex-snapshot
Adaptive truncated weighting for improving marginal structural model estimation of treatment effects informally censored by subsequent therapy
inferred← citeshttps://doi.org/10.1002/pst.2106openalex-snapshot
A comparison of reweighting estimators of average treatment effects in real world populations
inferred← citeshttps://doi.org/10.1002/pst.2127openalex-snapshot
Using marginal structural models to analyze the impact of subsequent therapy on the treatment effect in survival data: Simulations and clinical trial examples
inferred← citeshttps://doi.org/10.1002/pst.2211openalex-snapshot
A treatment‐specific marginal structural Cox model for the effect of treatment discontinuation
inferred← citeshttps://doi.org/10.1002/pst.2258openalex-snapshot
Key considerations for choosing a statistical method to deal with incomplete treatment adherence in pragmatic trials
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