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Semiparametric outcome regression-based estimator of Mann-Whitney-type causal effect.

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Title: Semiparametric outcome regression-based estimator of Mann-Whitney-type causal effect.
Authors: Sani SS; Department of Agronomy, Ahmadu Bello University (ABU), Zaria, Kaduna, Nigeria. sssani.sabo0@gmail.com.; Department of Statistics, Ahmadu Bello University (ABU), Zaria, Kaduna, Nigeria. sssani.sabo0@gmail.com., Blette BS; Department of Biostatistics, Vanderbilt University Medical Center (VUMC), Nashville, TN, USA., Li C; Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA., Yahaya A; Department of Statistics, Ahmadu Bello University (ABU), Zaria, Kaduna, Nigeria., Dikko HG; Department of Statistics, Ahmadu Bello University (ABU), Zaria, Kaduna, Nigeria., Usman A; Department of Statistics, Ahmadu Bello University (ABU), Zaria, Kaduna, Nigeria., Wudil UJ; Vanderbilt Institute for Global Health (VIGH), 2525 West End Avenue, Suite 750, Nashville, TN, 37203-1738, USA., Dankishiya F; Department of Medicine, Aminu Kano Teaching Hospital (AKTH), Kano, Nigeria., Hussaini N; Department of Mathematical Sciences, Bayero University Kano (BUK), Kano, Nigeria., Wester CW; Vanderbilt Institute for Global Health (VIGH), 2525 West End Avenue, Suite 750, Nashville, TN, 37203-1738, USA.; Department of Medicine, Division of Infectious Diseases, Vanderbilt University Medical Center (VUMC), Nashville, TN, 37203-1738, USA., Aliyu MH; Vanderbilt Institute for Global Health (VIGH), 2525 West End Avenue, Suite 750, Nashville, TN, 37203-1738, USA.; Department of Health Policy, Vanderbilt University Medical Center (VUMC), Nashville, TN, USA., Shepherd BE; Department of Biostatistics, Vanderbilt University Medical Center (VUMC), Nashville, TN, USA.
Source: BMC medical research methodology [BMC Med Res Methodol] 2026 Mar 26; Vol. 26 (1). Date of Electronic Publication: 2026 Mar 26.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968545 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2288 (Electronic) Linking ISSN: 14712288 NLM ISO Abbreviation: BMC Med Res Methodol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Sani+SS%22">Sani SS</searchLink>; Department of Agronomy, Ahmadu Bello University (ABU), Zaria, Kaduna, Nigeria. sssani.sabo0@gmail.com.; Department of Statistics, Ahmadu Bello University (ABU), Zaria, Kaduna, Nigeria. sssani.sabo0@gmail.com.<br /><searchLink fieldCode="AU" term="%22Blette+BS%22">Blette BS</searchLink>; Department of Biostatistics, Vanderbilt University Medical Center (VUMC), Nashville, TN, USA.<br /><searchLink fieldCode="AU" term="%22Li+C%22">Li C</searchLink>; Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Yahaya+A%22">Yahaya A</searchLink>; Department of Statistics, Ahmadu Bello University (ABU), Zaria, Kaduna, Nigeria.<br /><searchLink fieldCode="AU" term="%22Dikko+HG%22">Dikko HG</searchLink>; Department of Statistics, Ahmadu Bello University (ABU), Zaria, Kaduna, Nigeria.<br /><searchLink fieldCode="AU" term="%22Usman+A%22">Usman A</searchLink>; Department of Statistics, Ahmadu Bello University (ABU), Zaria, Kaduna, Nigeria.<br /><searchLink fieldCode="AU" term="%22Wudil+UJ%22">Wudil UJ</searchLink>; Vanderbilt Institute for Global Health (VIGH), 2525 West End Avenue, Suite 750, Nashville, TN, 37203-1738, USA.<br /><searchLink fieldCode="AU" term="%22Dankishiya+F%22">Dankishiya F</searchLink>; Department of Medicine, Aminu Kano Teaching Hospital (AKTH), Kano, Nigeria.<br /><searchLink fieldCode="AU" term="%22Hussaini+N%22">Hussaini N</searchLink>; Department of Mathematical Sciences, Bayero University Kano (BUK), Kano, Nigeria.<br /><searchLink fieldCode="AU" term="%22Wester+CW%22">Wester CW</searchLink>; Vanderbilt Institute for Global Health (VIGH), 2525 West End Avenue, Suite 750, Nashville, TN, 37203-1738, USA.; Department of Medicine, Division of Infectious Diseases, Vanderbilt University Medical Center (VUMC), Nashville, TN, 37203-1738, USA.<br /><searchLink fieldCode="AU" term="%22Aliyu+MH%22">Aliyu MH</searchLink>; Vanderbilt Institute for Global Health (VIGH), 2525 West End Avenue, Suite 750, Nashville, TN, 37203-1738, USA.; Department of Health Policy, Vanderbilt University Medical Center (VUMC), Nashville, TN, USA.<br /><searchLink fieldCode="AU" term="%22Shepherd+BE%22">Shepherd BE</searchLink>; Department of Biostatistics, Vanderbilt University Medical Center (VUMC), Nashville, TN, USA.
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  Data: <searchLink fieldCode="JN" term="%22100968545%22">BMC medical research methodology</searchLink> [BMC Med Res Methodol] 2026 Mar 26; Vol. 26 (1). <i>Date of Electronic Publication: </i>2026 Mar 26.
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