A new biased estimator for the gamma regression model: Some applications in medical sciences

[1]  Emily M. Mitchell,et al.  Gamma models for estimating the odds ratio for a skewed biomarker measured in pools and subject to errors. , 2019, Biostatistics.

[2]  V. Capelozzi,et al.  The minimum sum of absolute errors regression: a robust alternative to the least squares regression. , 1999, Statistics in medicine.

[3]  W. Schmidt,et al.  Death from liver cirrhosis and specific alcoholic beverage consumption: an ecological study. , 1962, American journal of public health and the nation's health.

[4]  W. Kim,et al.  Validation of Previous Spirometric Reference Equations and New Equations , 2019, Journal of Korean medical science.

[5]  B. M. Golam Kibria,et al.  Modified Liu-Type Estimator Based on (r − k) Class Estimator , 2013 .

[6]  Muhammad Amin,et al.  A new Liu-type estimator for the Inverse Gaussian Regression Model , 2020 .

[7]  Kristofer Månsson,et al.  A Poisson ridge regression estimator , 2011 .

[8]  S. Mandal,et al.  A comparison of preliminary test, Stein-type and penalty estimators in gamma regression model , 2020 .

[9]  Muhammad Amin,et al.  On the estimation of Bell regression model using ridge estimator , 2021, Commun. Stat. Simul. Comput..

[10]  M. Özkale,et al.  Liu estimation in generalized linear models: application on gamma distributed response variable , 2016 .

[11]  M. Dhimal,et al.  Effect of meteorological factors on the seasonal prevalence of dengue vectors in upland hilly and lowland Terai regions of Nepal , 2019, Parasites & Vectors.

[12]  W. Mok,et al.  An integrative care bundle to prevent surgical site infections among surgical hip patients: A retrospective cohort study , 2019, American journal of infection control.

[13]  M. Amin,et al.  Performance of some ridge estimators for the gamma regression model , 2020 .

[14]  K. Månsson.  On ridge estimators for the negative binomial regression model , 2012 .

[16]  Kristofer Månsson,et al.  On some beta ridge regression estimators: method, simulation and application , 2021 .

[17]  N. Varathan,et al.  Optimal generalized logistic estimator , 2018 .

[18]  Nirian Martín,et al.  Robust estimators for one-shot device testing data under gamma lifetime model with an application to a tumor toxicological data , 2019, Metrika.

[19]  Muhammad Nauman Akram,et al.  James Stein Estimator for the Inverse Gaussian Regression Model , 2021, Iranian Journal of Science and Technology, Transactions A: Science.

[20]  A. Lukman,et al.  A New Ridge-Type Estimator for the Linear Regression Model: Simulations and Applications , 2020, Scientifica.

[21]  B. M. Kibria,et al.  A new Poisson Liu Regression Estimator: method and application , 2019, Journal of applied statistics.

[22]  B. M. Golam Kibria,et al.  Performance of Some Logistic Ridge Regression Estimators , 2012 .

[23]  I. Grześ,et al.  Body size variation of the ant Lasius niger along a metal pollution gradient , 2019, Environmental Science and Pollution Research.

[24]  Götz Trenkler,et al.  Mean squared error matrix comparisons between biased estimators — An overview of recent results , 1990 .

[25]  Modified ridge-type estimator for the gamma regression model , 2020 .

[26]  Amal Saki Malehi,et al.  Statistical models for the analysis of skewed healthcare cost data: a simulation study , 2015, Health Economics Review.

[27]  M. Amin,et al.  On the performance of some new Liu parameters for the gamma regression model , 2018, Journal of Statistical Computation and Simulation.

[28]  R. Schaefer.  Alternative estimators in logistic regression when the data are collinear , 1986 .

[29]  Liu Kejian,et al.  A new class of blased estimate in linear regression , 1993 .

[30]  M. Amin,et al.  On the James-Stein estimator for the poisson regression model , 2020, Commun. Stat. Simul. Comput..

[31]  Muhammad Amin,et al.  On the generalized biased estimators for the gamma regression model: methods and applications , 2021, Communications in Statistics - Simulation and Computation.

[32]  Arthur E. Hoerl,et al.  Ridge Regression: Biased Estimation for Nonorthogonal Problems , 2000, Technometrics.

[33]  Muhammad Amin,et al.  Performance of some new Liu parameters for the linear regression model , 2020, Communications in Statistics - Theory and Methods.

[34]  K. Månsson.  Developing a Liu estimator for the negative binomial regression model: method and application , 2013 .

[35]  Z. Algamal.  Performance of ridge estimator in inverse Gaussian regression model , 2019 .

[36]  B. Segerstedt.  On ordinary ridge regression in generalized linear models , 1992 .