Ingeborg Waernbaum

Covariate selection strategies and estimands - A review of current practice of risk factor analysis from a causal perspective

Reinhammar, Ragna; Waernbaum, Ingeborg

Ingår i BMC Medical Research Methodology, 2025

• DOI för Covariate selection strategies and estimands - A review of current practice of risk factor analysis from a causal perspective
• Ladda ner fulltext (pdf) av Covariate selection strategies and estimands - A review of current practice of risk factor analysis from a causal perspective

Investigations of sharp bounds for causal effects under selection bias

Zetterström, Stina; Sjölander, Arvid; Waernbaum, Ingeborg

Ingår i Statistical Methods in Medical Research, s. 2270-2283, 2025

• DOI för Investigations of sharp bounds for causal effects under selection bias
• Ladda ner fulltext (pdf) av Investigations of sharp bounds for causal effects under selection bias

Propensity weighting plus adjustment in proportional hazards model is not doubly robust

Gabriel, Erin E.; Sachs, Michael C; Waernbaum, Ingeborg; Goetghebeur, Els et al.

Ingår i Biometrics, 2024

• DOI för Propensity weighting plus adjustment in proportional hazards model is not doubly robust

Improved sensitivity bounds for mediation under unmeasured mediator-outcome confounding

Sjölander, Arvid; Waernbaum, Ingeborg

Ingår i Journal of Causal Inference, 2024

• DOI för Improved sensitivity bounds for mediation under unmeasured mediator-outcome confounding
• Ladda ner fulltext (pdf) av Improved sensitivity bounds for mediation under unmeasured mediator-outcome confounding

Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation

Gabriel, Erin E.; Sachs, Michael C.; Martinussen, Torben; Waernbaum, Ingeborg et al.

Ingår i Statistics in Medicine, s. 534-547, 2024

• DOI för Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation
• Ladda ner fulltext (pdf) av Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation

Covariate selection strategies and estimands - A review of current practice of risk factor analysis from a causal perspective

Reinhammar, Ragna; Waernbaum, Ingeborg

Ingår i BMC Medical Research Methodology, 2025

• DOI för Covariate selection strategies and estimands - A review of current practice of risk factor analysis from a causal perspective
• Ladda ner fulltext (pdf) av Covariate selection strategies and estimands - A review of current practice of risk factor analysis from a causal perspective

Investigations of sharp bounds for causal effects under selection bias

Zetterström, Stina; Sjölander, Arvid; Waernbaum, Ingeborg

Ingår i Statistical Methods in Medical Research, s. 2270-2283, 2025

• DOI för Investigations of sharp bounds for causal effects under selection bias
• Ladda ner fulltext (pdf) av Investigations of sharp bounds for causal effects under selection bias

Propensity weighting plus adjustment in proportional hazards model is not doubly robust

Gabriel, Erin E.; Sachs, Michael C; Waernbaum, Ingeborg; Goetghebeur, Els et al.

Ingår i Biometrics, 2024

• DOI för Propensity weighting plus adjustment in proportional hazards model is not doubly robust

Improved sensitivity bounds for mediation under unmeasured mediator-outcome confounding

Sjölander, Arvid; Waernbaum, Ingeborg

Ingår i Journal of Causal Inference, 2024

• DOI för Improved sensitivity bounds for mediation under unmeasured mediator-outcome confounding
• Ladda ner fulltext (pdf) av Improved sensitivity bounds for mediation under unmeasured mediator-outcome confounding

Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation

Gabriel, Erin E.; Sachs, Michael C.; Martinussen, Torben; Waernbaum, Ingeborg et al.

Ingår i Statistics in Medicine, s. 534-547, 2024

• DOI för Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation
• Ladda ner fulltext (pdf) av Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation

Contrasting Identifying Assumptions of Average Causal Effects: Robustness and Semiparametric Efficiency

Gorbach, Tetiana; de Luna, Xavier; Karvanen, Juha; Waernbaum, Ingeborg

Ingår i Journal of machine learning research, s. 1-65, 2023

• Ladda ner fulltext (pdf) av Contrasting Identifying Assumptions of Average Causal Effects: Robustness and Semiparametric Efficiency

The incidence of childhood-onset type 1 diabetes, time trends and association with the population composition in Sweden: a 40 year follow-up

Waernbaum, Ingeborg; Lind, Torbjörn; Möllsten, Anna; Dahlquist, Gisela

Ingår i Diabetologia, s. 346-353, 2023

• DOI för The incidence of childhood-onset type 1 diabetes, time trends and association with the population composition in Sweden: a 40 year follow-up
• Ladda ner fulltext (pdf) av The incidence of childhood-onset type 1 diabetes, time trends and association with the population composition in Sweden: a 40 year follow-up

Large Sample Properties of Entropy Balancing Estimators of Average Causal Effects

Källberg, David; Waernbaum, Ingeborg

Ingår i Econometrics and Statistics, 2023

• DOI för Large Sample Properties of Entropy Balancing Estimators of Average Causal Effects

Causal inference in survival analysis under deterministic missingness of confounders in register data

Ciocanea-Teodorescu, Iuliana; Goetghebeur, Els; Waernbaum, Ingeborg; Schön, Staffan et al.

Ingår i Statistics in Medicine, s. 1946-1964, 2023

• DOI för Causal inference in survival analysis under deterministic missingness of confounders in register data
• Ladda ner fulltext (pdf) av Causal inference in survival analysis under deterministic missingness of confounders in register data

Quality of conduct and reporting of propensity score methods in studies investigating the effectiveness of antimicrobial therapy

Eikenboom, Anna M; Le Cessie, Saskia; Waernbaum, Ingeborg; Groenwold, Rolf H H et al.

Ingår i Open Forum Infectious Diseases, 2022

• DOI för Quality of conduct and reporting of propensity score methods in studies investigating the effectiveness of antimicrobial therapy

Selection bias and multiple inclusion criteria in observational studies

Zetterstrom, Stina; Waernbaum, Ingeborg

Ingår i Epidemiologic Methods, s. 1-21, 2022

• DOI för Selection bias and multiple inclusion criteria in observational studies
• Ladda ner fulltext (pdf) av Selection bias and multiple inclusion criteria in observational studies

Model misspecification and bias for inverse probability weighting estimators of average causal effects

Waernbaum, Ingeborg; Pazzagli, Laura

Ingår i Biometrical Journal, 2022

• DOI för Model misspecification and bias for inverse probability weighting estimators of average causal effects
• Ladda ner fulltext (pdf) av Model misspecification and bias for inverse probability weighting estimators of average causal effects

Trial emulation and survival analysis for disease incidence registers: A case study on the causal effect of pre-emptive kidney transplantation

Olarte Parra, Camila; Waernbaum, Ingeborg; Schön, Staffan; Goetghebeur, Els

Ingår i Statistics in Medicine, s. 4176-4199, 2022

• DOI för Trial emulation and survival analysis for disease incidence registers: A case study on the causal effect of pre-emptive kidney transplantation
• Ladda ner fulltext (pdf) av Trial emulation and survival analysis for disease incidence registers: A case study on the causal effect of pre-emptive kidney transplantation

Socioeconomic variables and fracture risk in children and adolescents: a population-based study from northern Sweden

Hedström, Erik; Crnalic, Sead; Kullström, Antonia; Waernbaum, Ingeborg

Ingår i BMJ Open, 2021

• DOI för Socioeconomic variables and fracture risk in children and adolescents: a population-based study from northern Sweden
• Ladda ner fulltext (pdf) av Socioeconomic variables and fracture risk in children and adolescents: a population-based study from northern Sweden

Formulating causal questions and principled statistical answers

Goetghebeur, Els; le Cessie, Saskia; De Stavola, Bianca; Moodie, Erica E. M. et al.

Ingår i Statistics in Medicine, s. 4922-4948, 2020

• DOI för Formulating causal questions and principled statistical answers
• Ladda ner fulltext (pdf) av Formulating causal questions and principled statistical answers

Decreasing Cumulative Incidence of End-Stage Renal Disease in Young Patients With Type 1 Diabetes in Sweden: a 38-Year Prospective Nationwide Study

Toppe, Cecilia; Möllsten, Anna; Waernbaum, Ingeborg; Schön, Staffan et al.

Ingår i Diabetes Care, s. 27-31, 2019

• DOI för Decreasing Cumulative Incidence of End-Stage Renal Disease in Young Patients With Type 1 Diabetes in Sweden: a 38-Year Prospective Nationwide Study

Perinatal risk factors for type 1 diabetes revisited: a population-based register study

Waernbaum, Ingeborg; Dahlquist, Gisela; Lind, Torbjörn

Ingår i Diabetologia, s. 1173-1184, 2019

• DOI för Perinatal risk factors for type 1 diabetes revisited: a population-based register study
• Ladda ner fulltext (pdf) av Perinatal risk factors for type 1 diabetes revisited: a population-based register study

Estimating marginal causal effects in a secondary analysis of case-control data

Persson, Emma; Waernbaum, Ingeborg; Lind, Torbjörn

Ingår i Statistics in Medicine, s. 2404-2419, 2017

• DOI för Estimating marginal causal effects in a secondary analysis of case-control data

Marginal structural model to evaluate the joint effect of socioeconomic exposures on the risk of developing end-stage renal disease in patients with type 1 diabetes: a longitudinal study based on data from the Swedish Childhood Diabetes Study Group

Pazzagli, Laura; Möllsten, Anna; Waernbaum, Ingeborg

Ingår i Annals of Epidemiology, s. 479-484, 2017

• DOI för Marginal structural model to evaluate the joint effect of socioeconomic exposures on the risk of developing end-stage renal disease in patients with type 1 diabetes: a longitudinal study based on data from the Swedish Childhood Diabetes Study Group

Correlation and Efficiency of Propensity Score-based Estimators for Average Causal Effects

Pingel, Ronnie; Waernbaum, Ingeborg

Ingår i Communications in statistics. Simulation and computation, s. 3458-3478, 2017

• DOI för Correlation and Efficiency of Propensity Score-based Estimators for Average Causal Effects

Data-driven algorithms for dimension reduction in causal inference

Persson, Emma; Häggström, Jenny; Waernbaum, Ingeborg; de Luna, Xavier

Ingår i Computational Statistics & Data Analysis, s. 280-292, 2017

• DOI för Data-driven algorithms for dimension reduction in causal inference

Low mean temperature rather than few sunshine hours are associated with an increased incidence of type 1 diabetes in children

Waernbaum, Ingeborg; Dahlquist, Gisela

Ingår i European Journal of Epidemiology, s. 61-65, 2016

• DOI för Low mean temperature rather than few sunshine hours are associated with an increased incidence of type 1 diabetes in children

CovSel: An R Package for Covariate Selection When Estimating Average Causal Effects

Häggström, Jenny; Persson, Emma; Waernbaum, Ingeborg; de Luna, Xavier

Ingår i Journal of Statistical Software, s. 1-20, 2015

• DOI för CovSel: An R Package for Covariate Selection When Estimating Average Causal Effects

Impact of Parental Socioeconomic Status on Excess Mortality in a Population-Based Cohort of Subjects With Childhood-Onset Type 1 Diabetes

Berhan, Yonas; Eliasson, Mats; Möllsten, Anna; Waernbaum, Ingeborg et al.

Ingår i Diabetes Care, s. 827-832, 2015

• DOI för Impact of Parental Socioeconomic Status on Excess Mortality in a Population-Based Cohort of Subjects With Childhood-Onset Type 1 Diabetes

Effects of correlated covariates on the asymptotic efficiency of matching and inverse probability weighting estimators for causal inference

Pingel, Ronnie; Waernbaum, Ingeborg

Ingår i Statistics (Berlin), s. 795-814, 2015

• DOI för Effects of correlated covariates on the asymptotic efficiency of matching and inverse probability weighting estimators for causal inference

Incidence of fractures among children and adolescents in rural and urban communities: analysis based on 9,965 fracture events

Hedström, Erik; Waernbaum, Ingeborg

Ingår i Injury Epidemiology, 2014

• DOI för Incidence of fractures among children and adolescents in rural and urban communities: analysis based on 9,965 fracture events
• Ladda ner fulltext (pdf) av Incidence of fractures among children and adolescents in rural and urban communities: analysis based on 9,965 fracture events

Sensitivity analysis of violations of the faithfulness assumption

Andersson, Björn; Waernbaum, Ingeborg

Ingår i Journal of Statistical Computation and Simulation, s. 1608-1620, 2014

• DOI för Sensitivity analysis of violations of the faithfulness assumption

Estimating a marginal causal odds ratio in a case-control design: analyzing the effect of low birth weight on the risk of type 1 diabetes mellitus

Persson, Emma; Waernbaum, Ingeborg

Ingår i Statistics in Medicine, s. 2500-2512, 2013

• DOI för Estimating a marginal causal odds ratio in a case-control design: analyzing the effect of low birth weight on the risk of type 1 diabetes mellitus

Socioeconomic factors, rather than diabetes mellitus per se, contribute to an excessive use of antidepressants among young adults with childhood onset type 1 diabetes mellitus: a register-based study

Lind, Torbjörn; Waernbaum, Ingeborg; Berhan, Yonas; Dahlquist, Gisela

Ingår i Diabetologia, s. 617-624, 2012

• DOI för Socioeconomic factors, rather than diabetes mellitus per se, contribute to an excessive use of antidepressants among young adults with childhood onset type 1 diabetes mellitus: a register-based study

Model misspecification and robustness in causal inference: comparing matching with doubly robust estimation

Waernbaum, Ingeborg

Ingår i Statistics in Medicine, s. 1572-1581, 2012

• DOI för Model misspecification and robustness in causal inference: comparing matching with doubly robust estimation

Thirty years of prospective nationwide incidence of childhood type 1 diabetes: the accelerating increase by time tends to level off in Sweden.

Berhan, Yonas; Waernbaum, Ingeborg; Lind, Torbjörn; Möllsten, Anna et al.

Ingår i Diabetes, s. 577-81, 2011

• DOI för Thirty years of prospective nationwide incidence of childhood type 1 diabetes: the accelerating increase by time tends to level off in Sweden.

Covariate selection for the non-parametric estimation of an average treatment effect

de Luna, Xavier; Waernbaum, Ingeborg; Richardson, Thomas

Ingår i Biometrika, s. 861-875, 2011

• DOI för Covariate selection for the non-parametric estimation of an average treatment effect

Cumulative risk, age at onset, and sex-specific differences for developing end-stage renal disease in young patients with type 1 diabetes: A nationwide population-based cohort study

Möllsten, Anna; Svensson, Maria; Waernbaum, Ingeborg; Berhan, Yonas et al.

Ingår i Diabetes, s. 1803-1808, 2010

• DOI för Cumulative risk, age at onset, and sex-specific differences for developing end-stage renal disease in young patients with type 1 diabetes: A nationwide population-based cohort study

Propensity score model specification for estimation of average treatment effects

Waernbaum, Ingeborg

Ingår i Journal of Statistical Planning and Inference, s. 1948-1956, 2010

• DOI för Propensity score model specification for estimation of average treatment effects

The risk of venous thromboembolism is markedly elevated in patients with diabetes

Petrauskiene, V; Falk, M; Waernbaum, Ingeborg; Norberg, Margareta et al.

Ingår i Diabetologia, 2005

Signs of nephropathy may occur early in young adults with diabetes despite modern diabetes management: Results from the nationwide population-based Diabetes Incidence Study in Sweden (DISS)

Svensson, Maria; Sundkvist, Göran; Arnqvist, Hans J; Björk, Elisabeth et al.

Ingår i Diabetes Care, s. 2903-2909, 2003

Impact of parental socioeconomic status on excess mortality in subjects with childhood onset type-1 diabetes

Berhan, Yonas; Eliasson, Mats; Möllsten, Anna; Waernbaum, Ingeborg et al.

SelectionBias: An R Package for Bounding Selection Bias in Causal Estimands

Zetterstrom, Stina; Waernbaum, Ingeborg