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Statistical analysis with missing data

Third edition., 2020

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A Review of Hot Deck Imputation for Survey Non-response

International statistical review, 2010-04, Vol.78 (1), p.40-64

2010

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Framework for the treatment and reporting of missing data in observational studies: The Treatment And Reporting of Missing data in Observational Studies framework

Journal of clinical epidemiology, 2021-06, Vol.134, p.79-88

2021

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The Prevention and Treatment of Missing Data in Clinical Trials

The New England journal of medicine, 2012-10, Vol.367 (14), p.1355-1360

2012

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Standards should be applied in the prevention and handling of missing data for patient-centered outcomes research: a systematic review and expert consensus

Journal of clinical epidemiology, 2014, Vol.67 (1), p.15-32

2014

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A Case Study of Nonresponse Bias Analysis in Educational Assessment Surveys

Journal of educational and behavioral statistics, 2023-06, Vol.48 (3), p.271-295

2023

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Engagement and retention: measuring breadth and depth of participant use of an online intervention

Journal of medical Internet research, 2010-11, Vol.12 (4), p.e52-e52

2010

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To Model or Not To Model? Competing Modes of Inference for Finite Population Sampling

Journal of the American Statistical Association, 2004-06, Vol.99 (466), p.546-556

Little, Roderick J

2004

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Missing Data Analysis

Annual review of clinical psychology, 2024-07, Vol.20 (1), p.149-173

Little, Roderick J

2024

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Calibrated Bayes, an Alternative Inferential Paradigm for Official Statistics

Journal of official statistics, 2012-09, Vol.28 (3), p.309-334

Little, Roderick J

2012

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Addressing Disparities in the Propensity Score Distributions for Treatment Comparisons from Observational Studies

Stats (Basel, Switzerland), 2022-12, Vol.5 (4), p.1254-1270

2022

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Estimands, Estimators, and Estimates

JAMA : the journal of the American Medical Association, 2021-09, Vol.326 (10), p.967

2021

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Missing Data Assumptions

Annual review of statistics and its application, 2021-03, Vol.8 (1), p.89-107

Little, Roderick J.

2021

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Change in Estradiol and Follicle-Stimulating Hormone across the Early Menopausal Transition: Effects of Ethnicity and Age

The journal of clinical endocrinology and metabolism, 2004-04, Vol.89 (4), p.1555-1561

2004

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An Evaluation of Asthma Interventions for Preteen Students

The Journal of school health, 2010-02, Vol.80 (2), p.80-87

2010

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A Comparison of Three Popular Methods for Handling Missing Data: Complete-Case Analysis, Inverse Probability Weighting, and Multiple Imputation

Sociological methods & research, 2024-08, Vol.53 (3), p.1105-1135

2024

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Analyzing clinical trial outcomes based on incomplete daily diary reports

Statistics in medicine, 2016-07, Vol.35 (17), p.2894-2906

2016

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Causal effects in clinical and epidemiological studies via potential outcomes: concepts and analytical approaches

Annual review of public health, 2000-01, Vol.21 (1), p.121-145

2000

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Correlation of Peripheral Immunity With Rapid Amyotrophic Lateral Sclerosis Progression

JAMA neurology, 2017-12, Vol.74 (12), p.1446

2017

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Comment: “Models as Approximations I: Consequences Illustrated with Linear Regression” by A. Buja, R. Berk, L. Brown, E. George, E. Pitkin, L. Zhan and K. Zhang

Statistical science, 2019-11, Vol.34 (4), p.580

Little, Roderick J.

2019

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Block-Conditional Missing at Random Models for Missing Data

Statistical science, 2010-11, Vol.25 (4), p.517-532

2010

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On weighting the rates in non-response weights

Statistics in medicine, 2003-05, Vol.22 (9), p.1589-1599

2003

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Modeling the Drop-Out Mechanism in Repeated-Measures Studies

Journal of the American Statistical Association, 1995-09, Vol.90 (431), p.1112-1121

Little, Roderick J. A.

1995

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EMG Variance During Polysomnography As An Assessment For REM Sleep Behavior Disorder

Sleep (New York, N.Y.), 2007-12, Vol.30 (12), p.1771-1778

2007

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Penalized Spline of Propensity Methods for Treatment Comparison

Journal of the American Statistical Association, 2019-01, Vol.114 (525), p.1-19

2019

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Statistical analysis with missing data

A Review of Hot Deck Imputation for Survey Non-response

Framework for the treatment and reporting of missing data in observational studies: The Treatment And Reporting of Missing data in Observational Studies framework

The Prevention and Treatment of Missing Data in Clinical Trials

Standards should be applied in the prevention and handling of missing data for patient-centered outcomes research: a systematic review and expert consensus

A Case Study of Nonresponse Bias Analysis in Educational Assessment Surveys

Engagement and retention: measuring breadth and depth of participant use of an online intervention

To Model or Not To Model? Competing Modes of Inference for Finite Population Sampling

Missing Data Analysis

Calibrated Bayes, an Alternative Inferential Paradigm for Official Statistics

Addressing Disparities in the Propensity Score Distributions for Treatment Comparisons from Observational Studies

Estimands, Estimators, and Estimates

Missing Data Assumptions

Change in Estradiol and Follicle-Stimulating Hormone across the Early Menopausal Transition: Effects of Ethnicity and Age

An Evaluation of Asthma Interventions for Preteen Students

A Comparison of Three Popular Methods for Handling Missing Data: Complete-Case Analysis, Inverse Probability Weighting, and Multiple Imputation

Analyzing clinical trial outcomes based on incomplete daily diary reports

Causal effects in clinical and epidemiological studies via potential outcomes: concepts and analytical approaches

Correlation of Peripheral Immunity With Rapid Amyotrophic Lateral Sclerosis Progression

Comment: “Models as Approximations I: Consequences Illustrated with Linear Regression” by A. Buja, R. Berk, L. Brown, E. George, E. Pitkin, L. Zhan and K. Zhang

Block-Conditional Missing at Random Models for Missing Data

On weighting the rates in non-response weights

Modeling the Drop-Out Mechanism in Repeated-Measures Studies

EMG Variance During Polysomnography As An Assessment For REM Sleep Behavior Disorder

Penalized Spline of Propensity Methods for Treatment Comparison

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