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Missing covariate data in clinical research: when and when not to use the missing-indicator method for analysis

Canadian Medical Association journal (CMAJ), 2012-08, Vol.184 (11), p.1265-1269

2012

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Randomized Trial of Longer-Term Therapy for Symptoms Attributed to Lyme Disease

The New England journal of medicine, 2016-03, Vol.374 (13), p.1209-1220

2016

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Emergence of azole resistance in Aspergillus fumigatus and spread of a single resistance mechanism

PLoS medicine, 2008-11, Vol.5 (11), p.e219-e219

2008

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Mindfulness‐based cognitive therapy for patients with chronic, treatment‐resistant depression: A pragmatic randomized controlled trial

Depression and anxiety, 2018-10, Vol.35 (10), p.914-924

2018

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A clinical prediction rule for ambulation outcomes after traumatic spinal cord injury: a longitudinal cohort study

The Lancet (British edition), 2011-03, Vol.377 (9770), p.1004-1010

2011

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Imputation of missing values is superior to complete case analysis and the missing-indicator method in multivariable diagnostic research: A clinical example

Journal of clinical epidemiology, 2006-10, Vol.59 (10), p.1102-1109

2006

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Minimizing nocebo effects by conditioning with verbal suggestion: A randomized clinical trial in healthy humans

PloS one, 2017-09, Vol.12 (9), p.e0182959-e0182959

2017

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Delirium prediction in the intensive care unit: comparison of two delirium prediction models

Critical care (London, England), 2018-05, Vol.22 (1), p.114-114, Article 114

2018

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Role of conditioning and verbal suggestion in placebo and nocebo effects on itch

PloS one, 2014-03, Vol.9 (3), p.e91727-e91727

2014

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External Validation of Two Models to Predict Delirium in Critically Ill Adults Using Either the Confusion Assessment Method-ICU or the Intensive Care Delirium Screening Checklist for Delirium Assessment

Critical care medicine, 2019-10, Vol.47 (10), p.e827-e835

2019

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Unpredictable bias when using the missing indicator method or complete case analysis for missing confounder values: an empirical example

Journal of clinical epidemiology, 2010-07, Vol.63 (7), p.728-736

2010

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Update of complications and functional outcome of the ileo-pouch anal anastomosis: overview of evidence and meta-analysis of 96 observational studies

International journal of colorectal disease, 2012-07, Vol.27 (7), p.843-853

2012

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Multidrug Resistance among Enterobacteriaceae Is Strongly Associated with the Presence of Integrons and Is Independent of Species or Isolate Origin

The Journal of infectious diseases, 2003-01, Vol.187 (2), p.251-259

2003

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Construct Validity of the Observable Movement Quality Scale in Pediatrics: Hypothesis Testing of a Formative Measurement Model

Physical therapy, 2020-02, Vol.100 (2), p.346-358

2020

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Inducing Expectations for Health: Effects of Verbal Suggestion and Imagery on Pain, Itch, and Fatigue as Indicators of Physical Sensitivity

PloS one, 2015-10, Vol.10 (10), p.e0139563

2015

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Cost-effectiveness of longer-term versus shorter-term provision of antibiotics in patients with persistent symptoms attributed to Lyme disease

PloS one, 2018-04, Vol.13 (4), p.e0195260-e0195260

2018

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Mindfulness-based cognitive therapy v. treatment as usual in adults with ADHD: a multicentre, single-blind, randomised controlled trial

Psychological medicine, 2019-01, Vol.49 (1), p.55-65

2019

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Decision aids for second-line palliative chemotherapy: a randomised phase II multicentre trial

BMC medical informatics and decision making, 2017-08, Vol.17 (1), p.130-130, Article 130

2017

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Study protocol of the TIRED study: a randomised controlled trial comparing either graded exercise therapy for severe fatigue or cognitive behaviour therapy with usual care in patients with incurable cancer

BMC cancer, 2017-01, Vol.17 (1), p.81-81, Article 81

2017

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Penalized maximum likelihood estimation to directly adjust diagnostic and prognostic prediction models for overoptimism: a clinical example

Journal of clinical epidemiology, 2004-12, Vol.57 (12), p.1262-1270

2004

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Missing covariate data in medical research: To impute is better than to ignore

Journal of clinical epidemiology, 2010-07, Vol.63 (7), p.721-727

2010

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Dealing With Missing Outcome Data in Randomized Trials and Observational Studies

American journal of epidemiology, 2012-02, Vol.175 (3), p.210-217

2012

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Review: A gentle introduction to imputation of missing values

Journal of clinical epidemiology, 2006-10, Vol.59 (10), p.1087-1091

2006

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The efficacy of Internet‐based cognitive behavioral therapy for severely fatigued survivors of breast cancer compared with care as usual: A randomized controlled trial

Cancer, 2017-10, Vol.123 (19), p.3825-3834

2017

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The effect of eplerenone on adenosine formation in humans in vivo: a double-blinded randomised controlled study

PloS one, 2014-10, Vol.9 (10), p.e111248

2014

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Missing covariate data in clinical research: when and when not to use the missing-indicator method for analysis

Randomized Trial of Longer-Term Therapy for Symptoms Attributed to Lyme Disease

Emergence of azole resistance in Aspergillus fumigatus and spread of a single resistance mechanism

Mindfulness‐based cognitive therapy for patients with chronic, treatment‐resistant depression: A pragmatic randomized controlled trial

A clinical prediction rule for ambulation outcomes after traumatic spinal cord injury: a longitudinal cohort study

Imputation of missing values is superior to complete case analysis and the missing-indicator method in multivariable diagnostic research: A clinical example

Minimizing nocebo effects by conditioning with verbal suggestion: A randomized clinical trial in healthy humans

Delirium prediction in the intensive care unit: comparison of two delirium prediction models

Role of conditioning and verbal suggestion in placebo and nocebo effects on itch

External Validation of Two Models to Predict Delirium in Critically Ill Adults Using Either the Confusion Assessment Method-ICU or the Intensive Care Delirium Screening Checklist for Delirium Assessment

Unpredictable bias when using the missing indicator method or complete case analysis for missing confounder values: an empirical example

Update of complications and functional outcome of the ileo-pouch anal anastomosis: overview of evidence and meta-analysis of 96 observational studies

Multidrug Resistance among Enterobacteriaceae Is Strongly Associated with the Presence of Integrons and Is Independent of Species or Isolate Origin

Construct Validity of the Observable Movement Quality Scale in Pediatrics: Hypothesis Testing of a Formative Measurement Model

Inducing Expectations for Health: Effects of Verbal Suggestion and Imagery on Pain, Itch, and Fatigue as Indicators of Physical Sensitivity

Cost-effectiveness of longer-term versus shorter-term provision of antibiotics in patients with persistent symptoms attributed to Lyme disease

Mindfulness-based cognitive therapy v. treatment as usual in adults with ADHD: a multicentre, single-blind, randomised controlled trial

Decision aids for second-line palliative chemotherapy: a randomised phase II multicentre trial

Study protocol of the TIRED study: a randomised controlled trial comparing either graded exercise therapy for severe fatigue or cognitive behaviour therapy with usual care in patients with incurable cancer

Penalized maximum likelihood estimation to directly adjust diagnostic and prognostic prediction models for overoptimism: a clinical example

Missing covariate data in medical research: To impute is better than to ignore

Dealing With Missing Outcome Data in Randomized Trials and Observational Studies

Review: A gentle introduction to imputation of missing values

The efficacy of Internet‐based cognitive behavioral therapy for severely fatigued survivors of breast cancer compared with care as usual: A randomized controlled trial

The effect of eplerenone on adenosine formation in humans in vivo: a double-blinded randomised controlled study

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