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Data-Driven Confounder Selection via Markov and Bayesian Networks

Biometrics, 2018-06, Vol.74 (2), p.389-398

Häggström, Jenny

2018

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Developing machine learning models to predict multi-class functional outcomes and death three months after stroke in Sweden

PloS one, 2024-05, Vol.19 (5), p.e0303287-e0303287

2024

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How Important is the Choice of Bandwidth in Kernel Equating?

Applied psychological measurement, 2021-10, Vol.45 (7-8), p.518-535

2021

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Performance of modeling and balancing approach methods when using weights to estimate treatment effects in observational time-to-event settings

PloS one, 2023-12, Vol.18 (12), p.e0289316-e0289316

2023

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Vitamin B-6 and colorectal cancer risk: a prospective population-based study using 3 distinct plasma markers of vitamin B-6 status

The American journal of clinical nutrition, 2017-04, Vol.105 (4), p.897-904

2017

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Bandwidth selection for backfitting estimation of semiparametric additive models: A simulation study

Computational statistics & data analysis, 2013-06, Vol.62, p.136-148

Häggström, Jenny

2013

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Metabolic factors and the risk of colorectal cancer by KRAS and BRAF mutation status

International journal of cancer, 2019-07, Vol.145 (2), p.327-337

2019

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Defunctioning stomas may reduce chances of a stoma‐free outcome after anterior resection for rectal cancer

Colorectal disease, 2021-11, Vol.23 (11), p.2859-2869

2021

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Author response to: Permanent stoma prediction after anterior resection for rectal cancer: risk prediction scoring using preoperative variables

British journal of surgery, 2022-02, Vol.109 (2), p.e40-e40

2022

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

Journal of statistical software, 2015-11, Vol.68 (1), p.1-20

2015

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Collaborative-controlled LASSO for constructing propensity score-based estimators in high-dimensional data

Statistical methods in medical research, 2019-04, Vol.28 (4), p.1044-1063

2019

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Association between cannabinoid CB₁ receptor expression and Akt signalling in prostate cancer

PloS one, 2013-06, Vol.8 (6), p.e65798-e65798

2013

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One-carbon metabolism biomarkers and genetic variants in relation to colorectal cancer risk by KRAS and BRAF mutation status

PloS one, 2018-04, Vol.13 (4), p.e0196233

2018

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Data-driven algorithms for dimension reduction in causal inference

Computational statistics & data analysis, 2017-01, Vol.105, p.280-292

2017

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The right kind of rectal cancer operation for the right patient requires information on all relevant outcomes

Colorectal disease, 2022-01, Vol.24 (1), p.136-137

2022

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Optimal Bandwidth Selection in Observed-Score Kernel Equating

Journal of educational measurement, 2014-06, Vol.51 (2), p.201-211

2014

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A Longitudinal Study of Peripheral and Central Auditory Function in Alzheimer’s Disease and in Mild Cognitive Impairment

Dementia and geriatric cognitive disorders extra, 2018-10, Vol.8 (3), p.393-401

2018

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Preoperative beta blockers and other drugs in relation to anastomotic leakage after anterior resection for rectal cancer

Colorectal disease, 2024, Vol.26 (5), p.974-986

2024

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A longitudinal study of prediagnostic metabolic biomarkers and the risk of molecular subtypes of colorectal cancer

Scientific reports, 2020-03, Vol.10 (1), p.5336-5336, Article 5336

2020

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Health and economic outcomes of a universal early intervention for parents and children from birth to age five: evaluation of the Salut Programme using a natural experiment

Cost effectiveness and resource allocation, 2023-05, Vol.21 (1), p.29-29, Article 29

2023

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Untangling the role of one-carbon metabolism in colorectal cancer risk: a comprehensive Bayesian network analysis

Scientific reports, 2017-02, Vol.7 (1), p.43434-43434, Article 43434

2017

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Prognostic Value of a Test of Central Auditory Function in Conversion from Mild Cognitive Impairment to Dementia

Audiology & neurotology, 2020, Vol.25 (5), p.276-282

2020

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Components of One-carbon Metabolism Other than Folate and Colorectal Cancer Risk

Epidemiology (Cambridge, Mass.), 2016-11, Vol.27 (6), p.787-796

2016

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The equity impact of a universal child health promotion programme

Journal of epidemiology and community health (1979), 2020-06, Vol.74 (7), p.605

2020

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One‐carbon metabolite ratios as functional B‐vitamin markers and in relation to colorectal cancer risk

International journal of cancer, 2019-03, Vol.144 (5), p.947-956

2019

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Data-Driven Confounder Selection via Markov and Bayesian Networks

Developing machine learning models to predict multi-class functional outcomes and death three months after stroke in Sweden

How Important is the Choice of Bandwidth in Kernel Equating?

Performance of modeling and balancing approach methods when using weights to estimate treatment effects in observational time-to-event settings

Vitamin B-6 and colorectal cancer risk: a prospective population-based study using 3 distinct plasma markers of vitamin B-6 status

Bandwidth selection for backfitting estimation of semiparametric additive models: A simulation study

Metabolic factors and the risk of colorectal cancer by KRAS and BRAF mutation status

Defunctioning stomas may reduce chances of a stoma‐free outcome after anterior resection for rectal cancer

Author response to: Permanent stoma prediction after anterior resection for rectal cancer: risk prediction scoring using preoperative variables

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

Collaborative-controlled LASSO for constructing propensity score-based estimators in high-dimensional data

Association between cannabinoid CB₁ receptor expression and Akt signalling in prostate cancer

One-carbon metabolism biomarkers and genetic variants in relation to colorectal cancer risk by KRAS and BRAF mutation status

Data-driven algorithms for dimension reduction in causal inference

The right kind of rectal cancer operation for the right patient requires information on all relevant outcomes

Optimal Bandwidth Selection in Observed-Score Kernel Equating

A Longitudinal Study of Peripheral and Central Auditory Function in Alzheimer’s Disease and in Mild Cognitive Impairment

Preoperative beta blockers and other drugs in relation to anastomotic leakage after anterior resection for rectal cancer

A longitudinal study of prediagnostic metabolic biomarkers and the risk of molecular subtypes of colorectal cancer

Health and economic outcomes of a universal early intervention for parents and children from birth to age five: evaluation of the Salut Programme using a natural experiment

Untangling the role of one-carbon metabolism in colorectal cancer risk: a comprehensive Bayesian network analysis

Prognostic Value of a Test of Central Auditory Function in Conversion from Mild Cognitive Impairment to Dementia

Components of One-carbon Metabolism Other than Folate and Colorectal Cancer Risk

The equity impact of a universal child health promotion programme

One‐carbon metabolite ratios as functional B‐vitamin markers and in relation to colorectal cancer risk

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