Ingeborg Waernbaum

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

Reinhammar, Ragna; Waernbaum, Ingeborg

Part of BMC Medical Research Methodology, 2025

• DOI for Covariate selection strategies and estimands - A review of current practice of risk factor analysis from a causal perspective
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Investigations of sharp bounds for causal effects under selection bias

Zetterström, Stina; Sjölander, Arvid; Waernbaum, Ingeborg

Part of Statistical Methods in Medical Research, p. 2270-2283, 2025

• DOI for Investigations of sharp bounds for causal effects under selection bias
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Propensity weighting plus adjustment in proportional hazards model is not doubly robust

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

Part of Biometrics, 2024

• DOI for 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

Part of Journal of Causal Inference, 2024

• DOI for Improved sensitivity bounds for mediation under unmeasured mediator-outcome confounding
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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.

Part of Statistics in Medicine, p. 534-547, 2024

• DOI for Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation
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Covariate selection strategies and estimands - A review of current practice of risk factor analysis from a causal perspective

Reinhammar, Ragna; Waernbaum, Ingeborg

Part of BMC Medical Research Methodology, 2025

• DOI for Covariate selection strategies and estimands - A review of current practice of risk factor analysis from a causal perspective
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Investigations of sharp bounds for causal effects under selection bias

Zetterström, Stina; Sjölander, Arvid; Waernbaum, Ingeborg

Part of Statistical Methods in Medical Research, p. 2270-2283, 2025

• DOI for Investigations of sharp bounds for causal effects under selection bias
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Propensity weighting plus adjustment in proportional hazards model is not doubly robust

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

Part of Biometrics, 2024

• DOI for 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

Part of Journal of Causal Inference, 2024

• DOI for Improved sensitivity bounds for mediation under unmeasured mediator-outcome confounding
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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.

Part of Statistics in Medicine, p. 534-547, 2024

• DOI for Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation
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Contrasting Identifying Assumptions of Average Causal Effects: Robustness and Semiparametric Efficiency

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

Part of Journal of machine learning research, p. 1-65, 2023

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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

Part of Diabetologia, p. 346-353, 2023

• DOI for The incidence of childhood-onset type 1 diabetes, time trends and association with the population composition in Sweden: a 40 year follow-up
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Large Sample Properties of Entropy Balancing Estimators of Average Causal Effects

Källberg, David; Waernbaum, Ingeborg

Part of Econometrics and Statistics, 2023

• DOI for 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.

Part of Statistics in Medicine, p. 1946-1964, 2023

• DOI for Causal inference in survival analysis under deterministic missingness of confounders in register data
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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.

Part of Open Forum Infectious Diseases, 2022

• DOI for 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

Part of Epidemiologic Methods, p. 1-21, 2022

• DOI for Selection bias and multiple inclusion criteria in observational studies
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Model misspecification and bias for inverse probability weighting estimators of average causal effects

Waernbaum, Ingeborg; Pazzagli, Laura

Part of Biometrical Journal, 2022

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

Part of Statistics in Medicine, p. 4176-4199, 2022

• DOI for Trial emulation and survival analysis for disease incidence registers: A case study on the causal effect of pre-emptive kidney transplantation
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Socioeconomic variables and fracture risk in children and adolescents: a population-based study from northern Sweden

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

Part of BMJ Open, 2021

• DOI for Socioeconomic variables and fracture risk in children and adolescents: a population-based study from northern Sweden
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Formulating causal questions and principled statistical answers

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

Part of Statistics in Medicine, p. 4922-4948, 2020

• DOI for Formulating causal questions and principled statistical answers
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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.

Part of Diabetes Care, p. 27-31, 2019

• DOI for 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

Part of Diabetologia, p. 1173-1184, 2019

• DOI for Perinatal risk factors for type 1 diabetes revisited: a population-based register study
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Estimating marginal causal effects in a secondary analysis of case-control data

Persson, Emma; Waernbaum, Ingeborg; Lind, Torbjörn

Part of Statistics in Medicine, p. 2404-2419, 2017

• DOI for 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

Part of Annals of Epidemiology, p. 479-484, 2017

• DOI for 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

Part of Communications in statistics. Simulation and computation, p. 3458-3478, 2017

• DOI for 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

Part of Computational Statistics & Data Analysis, p. 280-292, 2017

• DOI for 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

Part of European Journal of Epidemiology, p. 61-65, 2016

• DOI for 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

Part of Journal of Statistical Software, p. 1-20, 2015

• DOI for 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.

Part of Diabetes Care, p. 827-832, 2015

• DOI for 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

Part of Statistics (Berlin), p. 795-814, 2015

• DOI for 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

Part of Injury Epidemiology, 2014

• DOI for Incidence of fractures among children and adolescents in rural and urban communities: analysis based on 9,965 fracture events
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Sensitivity analysis of violations of the faithfulness assumption

Andersson, Björn; Waernbaum, Ingeborg

Part of Journal of Statistical Computation and Simulation, p. 1608-1620, 2014

• DOI for 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

Part of Statistics in Medicine, p. 2500-2512, 2013

• DOI for 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

Part of Diabetologia, p. 617-624, 2012

• DOI for 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

Part of Statistics in Medicine, p. 1572-1581, 2012

• DOI for 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.

Part of Diabetes, p. 577-81, 2011

• DOI for 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

Part of Biometrika, p. 861-875, 2011

• DOI for 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.

Part of Diabetes, p. 1803-1808, 2010

• DOI for 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

Part of Journal of Statistical Planning and Inference, p. 1948-1956, 2010

• DOI for 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.

Part of 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.

Part of Diabetes Care, p. 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