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Fouad M | OMICS International
ISSN: 2155-6180

Journal of Biometrics & Biostatistics
Open Access

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Fouad M


Robust Logistic and Probit Methods for Binary and Multinomial Regression

In this paper we introduce new robust estimators for the logistic and probit regressions for binary, multinomial, nominal and ordinal data and apply these models to estimate the parameters when outliers or influential observations are present. Maximum likelihood estimates don’t behave well when outliers or influential observations are present... Read More»

Tabatabai MA, Li H, Eby WM, Kengwoung-Keumo JJ, Manne U, Bae S, Fouad M and Karan P Singh

Research Article: J Biom Biostat 2014, 5:202

DOI: 10.4172/2155-6180.1000202

Abstract Peer-reviewed Full Article Peer-reviewed Article PDF Mobile Full Article

A New Robust Method for Nonlinear Regression

Tabatabai MA, Kengwoung-Keumo JJ, Eby WM, Bae S, Manne U, Fouad M and Singh KP

Research Article: J Biom Biostat 2014, 5:3

DOI: 10.4172/2155-6180.1000199

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