Advanced search
Publication Cover
The American Statistician Volume 73, 2019 - Issue 4
Submit an article Journal homepage
1,118
Views
11
CrossRef citations to date
0
Altmetric
Statistical Practice

Bias Reduction in Logistic Regression with Missing Responses When the Missing Data Mechanism is Nonignorable

Arnab Kumar MaityTexas A&M University, College Station, TXCorrespondence[email protected]
,
Vivek PradhanPfizer Inc., Cambridge, MA
&
Ujjwal DasIndian Institute of Management, Udaipur, Rajasthan, India
Pages 340-349 | Received 01 Dec 2016, Published online: 09 Jul 2018

Citations (11)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (2)

Muna Al Shaaibi & Ronald Wesonga. (2021) Bias dynamics for parameter estimation with missing data mechanisms under logistic model. Journal of Statistics and Management Systems 24:4, pages 873-894.
Read now
Irene Epifanio, M. Victoria Ibáñez & Amelia Simó. (2020) Archetypal Analysis With Missing Data: See All Samples by Looking at a Few Based on Extreme Profiles. The American Statistician 74:2, pages 169-183.
Read now

Articles from other publishers (9)

Yuan Bian, Grace Y. Yi & Wenqing He. (2024) A unified framework of analyzing missing data and variable selection using regularized likelihood. Computational Statistics & Data Analysis 194, pages 107919.
Crossref
Majid Mojirsheibani, William Pouliot & Andre Shakhbandaryan. (2023) On regression and classification with possibly missing response variables in the data. Metrika.
Crossref
Muna Al-Shaaibi & Ronald Wesonga. (2022) Bias reduction in the logistic model parameters with the LogF(1,1) penalty under MAR assumption. Frontiers in Applied Mathematics and Statistics 8.
Crossref
Majid Mojirsheibani. (2022) On the maximal deviation of kernel regression estimators with NMAR response variables. Statistical Papers 63:5, pages 1677-1705.
Crossref
Veronica M. White, Sebastian Alvarez Avendano, Laura A. Albert, Aleksandra E. Zgierska, Captain Joe Balles & Gabriel Zayas-Cabán. (2021) Impact of a community-policing initiative promoting substance use disorder treatment over criminal charges on arrest recidivism. Drug and Alcohol Dependence 227, pages 108915.
Crossref
Brady T. West, Roderick J. Little, Rebecca R. Andridge, Philip S. Boonstra, Erin B. Ware, Anita Pandit & Fernanda Alvarado-Leiton. (2021) Assessing selection bias in regression coefficients estimated from nonprobability samples with applications to genetics and demographic surveys. The Annals of Applied Statistics 15:3.
Crossref
Majid Mojirsheibani. (2021) On classification with nonignorable missing data. Journal of Multivariate Analysis 184, pages 104755.
Crossref
Chunhua Chen, Jianwei Ren, Lijun Tang & Haohua Liu. (2020) Additive integer-valued data envelopment analysis with missing data: A multi-criteria evaluation approach. PLOS ONE 15:6, pages e0234247.
Crossref
Kristin Gustavson, Espen Røysamb & Ingrid Borren. (2019) Preventing bias from selective non-response in population-based survey studies: findings from a Monte Carlo simulation study. BMC Medical Research Methodology 19:1.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.