Kibria, B M Golam

Overview
overview
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Dr. B. M. Golam Kibria is a Professor in Department of Mathematics and Statistics at FIU. He also taught at The University of British Columbia & University of Western Ontario (UWO), Canada and Jahangirnagar University (JU), Bangladesh. Dr. Kibria has diverse research interests. Since 1993, he has about 185 full research articles either published or accepted for publication in well-reputed statistical journals and co-authored two books. Dr. Kibria has supervised as a major (or co-major) professor of two PhD and 19 master's students and as a major professor of 15 undergraduate students at FIU. He has served mor than 40 PhD and MSc thesis committees at FIU and abroad (Australia, Canada, India, Pakistan, South Africa and Sweden). He is the recipient of several awards: Certificate of Excellence in Reviewing Award-2018. FIU Top Scholar Award 2016, FIU CASE Research Award 2016 & 2019, Canadian Commonwealth Scholarship at Carleton and UWO, Graduate Research Fellowship at UWO and Asadul Kabir Gold Medal from JU among others. Dr. Kibria is the Editor-in-Chief of the Journal of Probability and Statistical Science and member of editorial board of many international statistical journals. He is the elected Fellow of Royal Statistical Society.
PhD (Statistics), The University of Western Ontario, London, Canada, 1993-1997
MSc (Statistics), Carleton University, Ottawa, Canada, 1991-1993
MSc (Statistics), Jahangirnagar University, Dhaka, Bangladesh, 1986-1988, stood first class first
BSc (Hons.) (Statistics), Jahangirnagar University, Dhaka, Bangladesh, 1982-1986, stood first class first
research interests
- Biostatistics; Computational Statistics; Environmental Statistics; Distribution Theory; Pre-test and Shrinkage Estimation; Predictive Inference: Ridge Regression; Statistical Inference and Simulation Study
Scholarly & Creative Works
selected publications
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Article
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2022A new Stein estimator for the zero-inflated negative binomial regression modelFull Text via DOI: 10.1002/cpe.7045 Web of Science: 000791431100001
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2022A new improved Liu estimator for the QSAR model with inverse Gaussian responseFull Text via DOI: 10.1080/03610918.2022.2059088 Web of Science: 000780962000001
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2022On the performance of some biased estimators in the gamma regression model: simulation and applicationsFull Text via DOI: 10.1080/00949655.2022.2032059 Web of Science: 000758859800001
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2021A generalized difference-based mixed two-parameter estimator in partially linear modelFull Text via DOI: 10.1080/03610926.2021.2024234 Web of Science: 000739801300001
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2021K-L estimator for the linear mixed models: Computation and simulationFull Text via DOI: 10.1002/cpe.6780 Web of Science: 000730016000001
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2021Reliability Analysis of the New Exponential Inverted Topp-Leone Distribution with ApplicationsFull Text via DOI: 10.3390/e23121662 Web of Science: 000737049700001
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2021Influence measures in gamma modified ridge type estimatorFull Text via DOI: 10.1080/03610918.2021.2011925 Web of Science: 000728685800001
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2021A new class of efficient and debiased two-step shrinkage estimators: method and applicationFull Text via DOI: 10.1080/02664763.2021.1973389 Web of Science: 000695991400001
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2021Wrong-way driving crash injury analysis on arterial road networks using non-parametric data mining techniquesFull Text via DOI: 10.1080/19439962.2021.1960660 Web of Science: 000691229100001
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2021Modifed almost unbiased two-parameter estimator for the Poisson regression model with an application to accident dataFull Text via DOI: 10.2436/20.8080.02.112 Web of Science: 000734066700002
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2021A New Ridge-Type Estimator for the Gamma Regression ModelFull Text via DOI: 10.1155/2021/5545356 Web of Science: 000672229400002
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2021Alpha Power Transformed Weibull-G Family of Distributions: Theory and ApplicationsFull Text via DOI: 10.2991/jsta.d.210222.002 Web of Science: 000678747700016
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2021Generalized two-parameter estimators in the multinomial logit regression model: methods, simulation and applicationFull Text via DOI: 10.1080/03610918.2021.1934023 Web of Science: 000658970200001
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2021A new adjusted Liu estimator for the Poisson regression modelFull Text via DOI: 10.1002/cpe.6340 Web of Science: 000647891100001
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2021Characterizations of Some Probability Distributions with Completely Monotonic Density FunctionsFull Text via DOI: 10.18187/pjsor.v17i1.3491 Web of Science: 000625332400006
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2021The KL estimator for the inverse Gaussian regression modelFull Text via DOI: 10.1002/cpe.6222 Web of Science: 000623193800001
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2021A new estimator for the multicollinear Poisson regression model: simulation and applicationFull Text via DOI: 10.1038/s41598-021-82582-w Web of Science: 000620251100012
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2021On some beta ridge regression estimators: method, simulation and applicationFull Text via DOI: 10.1080/00949655.2020.1867549 Web of Science: 000607422800001
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2021Almon-KL estimator for the distributed lag modelFull Text via DOI: 10.1080/25765299.2021.1989160
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2021Unbiased K-L estimator for the linear regression modelFull Text via DOI: 10.12688/f1000research.54990.1
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2020Status of occurrence of Livistona jenkinsiana Griff. in BangladeshFull Text via DOI: 10.3329/bjpt.v27i2.50680
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2020Biased Adjusted Poisson Ridge Estimators-Method and ApplicationFull Text via DOI: 10.1007/s40995-020-00974-5 Web of Science: 000574800300001
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2020Quantile based estimation of biasing parameters in ridge regression modelFull Text via DOI: 10.1080/03610918.2018.1530782 Web of Science: 000583996000013
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2020A Liu estimator for the beta regression model and its application to chemical dataFull Text via DOI: 10.1002/cem.3300 Web of Science: 000566740600001
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2020Estimating the Unrestricted and Restricted Liu Estimators for the Poisson Regression Model: Method and ApplicationFull Text via DOI: 10.1007/s10614-020-10028-y Web of Science: 000564953000002
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2020Modified One-Parameter Liu Estimator for the Linear Regression ModelFull Text via DOI: 10.1155/2020/9574304 Web of Science: 000566956300001
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2020Half-Logistic Xgamma Distribution: Properties and Estimation under Censored SamplesFull Text via DOI: 10.1155/2020/9136513 Web of Science: 000546254600001
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2020A new kind of stochastic restricted biased estimator for logistic regression modelFull Text via DOI: 10.1080/02664763.2020.1769576 Web of Science: 000541982900001
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2020Improved estimation of a function of scale parameter of a doubly censored exponential distributionFull Text via DOI: 10.1080/03610926.2019.1568482 Web of Science: 000519155600001
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2020A New Ridge-Type Estimator for the Linear Regression Model: Simulations and ApplicationsFull Text via DOI: 10.1155/2020/9758378 Web of Science: 000533275600001
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2020Modified ridge-type estimator for the gamma regression modelFull Text via DOI: 10.1080/03610918.2020.1752720 Web of Science: 000526376700001
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2020Predictive modelling of COVID-19 confirmed cases in NigeriaFull Text via DOI: 10.1016/j.idm.2020.08.003
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2020Two-Parameter Modified Ridge-Type M-Estimator for Linear Regression ModelFull Text via DOI: 10.1155/2020/3192852
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2019A new Poisson Liu Regression Estimator: method and applicationFull Text via DOI: 10.1080/02664763.2019.1707485 Web of Science: 000504551800001
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2019A comparison of some modified confidence intervals based on robust scale estimators for process capability indexFull Text via DOI: 10.1007/s11740-019-00939-7 Web of Science: 000500276400001
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2019Estimation of SUR model with VAR(p) disturbancesFull Text via DOI: 10.1080/23737484.2019.1675558
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2019On a Generalized Burr Life-Testing Model: Characterization, Reliability, Simulation, and Akaike Information CriterionFull Text via DOI: 10.2991/jsta.d.190818.001 Web of Science: 000486592500007
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2019Quantile-based robust ridge m-estimator for linear regression model in presence of multicollinearity and outliersFull Text via DOI: 10.1080/03610918.2019.1621339 Web of Science: 000470363400001
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2019A New Liu Type of Estimator for the Restricted SUR EstimatorFull Text via DOI: 10.22237/jmasm/1556669340 Web of Science: 000605728200011
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2019Analysis of hurricane extremes and record values in the AtlanticFull Text via DOI: 10.1080/23737484.2019.1579681
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2019A new version of unbiased ridge regression estimator under the stochastic restricted linear regression modelFull Text via DOI: 10.1080/03610918.2019.1586925 Web of Science: 000465644100001
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2019ROBUST ALTERNATIVES TO THE TUKEY'S CONTROL CHART FOR THE MONITORING OF THE STATISTICAL PROCESS MEANFull Text via DOI: 10.24874/IJQR13.03-09 Web of Science: 000484386400009
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2018ON THE WEIGHTED STOCHASTIC RESTRICTED RIDGE REGRESSION AND SHRINKAGE ESTIMATORSFull Text via DOI: 10.17654/ms108010027
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2018On the Characterizations of Chen's Two-Parameter Exponential Power Life-Testing DistributionFull Text via DOI: 10.2991/jsta.2018.17.3.1 Web of Science: 000446605800001
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2018Estimating extreme losses for the Florida Public Hurricane Model-part IIFull Text via DOI: 10.1007/s00704-016-2029-x Web of Science: 000423574800023
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2018Performance of some ridge regression estimators for the multinomial logit modelFull Text via DOI: 10.1080/03610926.2013.784996 Web of Science: 000429361000001
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2018Seemingly unrelated regressions with covariance matrix of cross-equation ridge regression residualsFull Text via DOI: 10.1080/03610926.2017.1383431 Web of Science: 000440044100008
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2018Simultaneous estimation of several CDF's: homogeneity constraintFull Text via DOI: 10.1080/03610926.2015.1129419 Web of Science: 000429361000003
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2017
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2017Probable Maximum Loss for the Florida Public Hurricane Loss Model: ComparisonFull Text via DOI: 10.1061/AJRUA6.0000913 Web of Science: 000423145500004
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2017Distribution Fits for Various Parameters in the Florida Public Hurricane Loss ModelFull Text via DOI: 10.22237/jmasm/1493598480 Web of Science: 000411571000028
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2017New confidence interval estimator of the signal-to-noise ratio based on asymptotic sampling distributionFull Text via DOI: 10.1080/03610926.2014.1000498 Web of Science: 000386396500005
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2017On ridge parameter estimators under stochastic subspace hypothesisFull Text via DOI: 10.1080/00949655.2016.1239104 Web of Science: 000399502100009
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2017Study of partial least squares and ridge regression methodsFull Text via DOI: 10.1080/03610918.2016.1210168 Web of Science: 000415033700047
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2016Confidence Intervals for the Population Correlation Coefficient ρFull Text via DOI: 10.6000/1929-6029.2016.05.02.4
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2016
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2016
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2016A restricted Liu estimator for binary regression models and its application to an applied demand systemFull Text via DOI: 10.1080/02664763.2015.1092110 Web of Science: 000371182400009
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2016Performances of Several Univariate Tests of Normality: An Empirical StudyFull Text via DOI: 10.4172/2155-6180.1000322
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2015Characterizations of folded student’s t distributionFull Text via DOI: 10.1186/s40488-015-0037-5
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2015A Simulation Study of Some Biasing Parameters for the Ridge Type Estimation of Poisson RegressionFull Text via DOI: 10.1080/03610918.2013.796981 Web of Science: 000342295500009
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2015On shrinkage estimators in matrix variate elliptical modelsFull Text via DOI: 10.1007/s00184-014-0488-6 Web of Science: 000347250300002
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2015Performance of Some Weighted Liu Estimators for Logit Regression Model: An Application to Swedish Accident DataFull Text via DOI: 10.1080/03610926.2012.745562 Web of Science: 000349598100011
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2014Estimating Extreme Losses for the Florida Public Hurricane ModelFull Text via DOI: 10.4038/sljastats.v5i4.7793
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2014A Generalized Stochastic Restricted Ridge Regression EstimatorFull Text via DOI: 10.1080/03610926.2012.724506 Web of Science: 000343583900014
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2014
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2014Confidence interval estimation for the population coefficient of variation using ranked set sampling: a simulation studyFull Text via DOI: 10.1080/02664763.2013.847405 Web of Science: 000331786700003
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2014Improved preliminary test and Stein-rule Liu estimators for the ill-conditioned elliptical linear regression modelFull Text via DOI: 10.1016/j.jmva.2014.01.002 Web of Science: 000333221000004
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2014A Robust Bivariate Control Chart Alternative to the Hotelling's T-2 Control ChartFull Text via DOI: 10.1002/qre.1474 Web of Science: 000331188500004
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2014A Note on a Characterization of Gompertz-Verhulst DistributionFull Text via DOI: 10.2991/jsta.2014.13.1.2
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2014Methods for Testing Population Signal-to-Noise RatioFull Text via DOI: 10.1080/03610918.2012.704541 Web of Science: 000324671500001
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2014On the Residual Life of the k out of n SystemWeb of Science: 000330415000009
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2013Improved ridge regression estimators for the logistic regression modelFull Text via DOI: 10.1007/s00180-013-0417-6 Web of Science: 000327081000007
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2013Parametric and nonparametric confidence intervals for estimating the difference of means of two skewed populationsFull Text via DOI: 10.1080/02664763.2013.822478 Web of Science: 000325198000005
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2013On some test statistics for testing homogeneity of variances: a comparative studyFull Text via DOI: 10.1080/00949655.2012.675336 Web of Science: 000324730900010
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2013A Simulation Study on Some Restricted Ridge Regression EstimatorsFull Text via DOI: 10.1080/03610918.2012.659953 Web of Science: 000334474300010
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2013Some ridge regression estimators for the zero-inflated Poisson modelFull Text via DOI: 10.1080/02664763.2012.752448 Web of Science: 000316390500004
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2013A Note On Beta Inverse-Weibull DistributionFull Text via DOI: 10.1080/03610926.2011.581788 Web of Science: 000314862900010
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2013Modified Liu-Type Estimator Based on (rk) Class EstimatorFull Text via DOI: 10.1080/03610926.2011.577552 Web of Science: 000314862900009
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2013Some Statistical Methods in Assessing Linear Relational Agreement: An Empirical Comparative StudyFull Text via DOI: 10.1080/03610918.2011.639968 Web of Science: 000311372000002
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2012Performance of Some Logistic Ridge Regression EstimatorsFull Text via DOI: 10.1007/s10614-011-9275-x Web of Science: 000310613900006
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2012Testing the Population Coefficient of VariationFull Text via DOI: 10.22237/jmasm/1351742640 Web of Science: 000415510700004
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2012On Liu estimators for the logit regression modelFull Text via DOI: 10.1016/j.econmod.2011.11.015 Web of Science: 000306299900055
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2012
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2012Improving the estimators of the parameters of a probit regression model: A ridge regression approachFull Text via DOI: 10.1016/j.jspi.2011.12.023 Web of Science: 000301629900016
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2012Improved Liu Estimators for the Poisson Regression ModelFull Text via DOI: 10.5539/ijsp.v1n1p2
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2012Confidence intervals for estimating the population signal-to-noise ratio: a simulation studyFull Text via DOI: 10.1080/02664763.2011.644527 Web of Science: 000304484400005
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2012Modified Ridge Parameters for Seemingly Unrelated Regression ModelFull Text via DOI: 10.1080/03610926.2010.549281 Web of Science: 000304526400013
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2012Some Liu and ridge-type estimators and their properties under the ill-conditioned Gaussian linear regression modelFull Text via DOI: 10.1080/00949655.2010.519705 Web of Science: 000302056500001
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2011Estimating the Population Coefficient of Variation by Confidence IntervalsFull Text via DOI: 10.1080/03610918.2011.568151 Web of Science: 000289805500010
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2011On some ridge regression estimators: a nonparametric approachFull Text via DOI: 10.1080/10485252.2011.567335 Web of Science: 000299693300015
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2010Preliminary test estimation of the parameters of exponential and Pareto distributions for censored samplesFull Text via DOI: 10.1007/s00362-008-0163-y Web of Science: 000285927600001
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2010A Simulation Study of Some Ridge Regression Estimators under Different Distributional AssumptionsFull Text via DOI: 10.1080/03610918.2010.508862 Web of Science: 000281315400011
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2009On Some Discrete Distributions and their Applications with Real Life DataFull Text via DOI: 10.22237/jmasm/1257034020 Web of Science: 000415508000007
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2009On Some Ridge Regression Estimators: An Empirical ComparisonsFull Text via DOI: 10.1080/03610910802592838 Web of Science: 000207975900007
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2009One and two sample confidence intervals for estimating the mean of skewed populations: an empirical comparative studyFull Text via DOI: 10.1080/02664760802474298 Web of Science: 000266088800002
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2008Analyzing clusters of class characteristics in OO applicationsFull Text via DOI: 10.1016/j.jss.2008.03.056 Web of Science: 000261119800012
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2008Distributions of the product and ratio of Maxwell and Rayleigh random variablesFull Text via DOI: 10.1007/s00362-007-0052-9 Web of Science: 000258718900008
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2008Characterization of virus replicationFull Text via DOI: 10.1007/s11416-007-0077-6 Web of Science: 000215214500006
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2007On the Product of Maxwell and Rice Random VariablesFull Text via DOI: 10.22237/jmasm/1177993080 Web of Science: 000415505800018
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2007Reliability modeling: Linear combination and ratio of exponential and RayleighFull Text via DOI: 10.1109/TR.2006.884591 Web of Science: 000245372200013
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2007On some confidence intervals for estimating the mean of a skewed populationFull Text via DOI: 10.1080/00207390601116086 Web of Science: 000213201900011
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2006
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2006Testing and evaluating virus detectors for handheld devicesFull Text via DOI: 10.1007/s11416-006-0024-y Web of Science: 000215206800005
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2006Exact Distribution of the Ratio of Gamma and Rayleigh Random VariablesFull Text via DOI: 10.18187/pjsor.v2i2.91 Web of Science: 000216987400002
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2006Optimum critical value for pre-test estimatorFull Text via DOI: 10.1080/03610910600591453 Web of Science: 000237274600005
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2006Ratio of generalized random variables with applicationFull Text via DOI: 10.1007/s00477-005-0003-8 Web of Science: 000235904300006
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2006The matrix-t distribution and its applications in predictive inferenceFull Text via DOI: 10.1016/j.jmva.2005.08.001 Web of Science: 000235696400013
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2006
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2006Distribution of the ratio of Maxwell and Rice random variablesFull Text via DOI: 10.12988/ijcms.2006.06066
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2006Pooling multivariate data under W, LR and LM testsWeb of Science: 000234211800004
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2004Performance of the shrinkage preliminary test ridge regression estimators based on the conflicting of W, LR and LM testsFull Text via DOI: 10.1080/0094965031000120181 Web of Science: 000222733700002
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2004Preliminary test ridge regression estimators with student's t errors and conflicting test-statisticsFull Text via DOI: 10.1007/s001840300273 Web of Science: 000220496900001
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2003Performance of some new ridge regression estimatorsFull Text via DOI: 10.1081/SAC-120017499 Web of Science: 000183254800008
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2002Bayesian spatial prediction of random space-time fields with application to mapping PM2.5 exposureFull Text via DOI: 10.1198/016214502753479275 Web of Science: 000173997500011
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Book
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Book Chapter
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2014Characterizations of Normal Distribution. 113-127.Full Text via DOI: 10.2991/978-94-6239-061-4_8
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2014Characterizations of Student’s t Distribution. 129-141.Full Text via DOI: 10.2991/978-94-6239-061-4_9
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2014Concluding Remarks and Some Future Research. 143-144.Full Text via DOI: 10.2991/978-94-6239-061-4_10
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2014Product of the Normal and Student’s t Densities. 103-111.Full Text via DOI: 10.2991/978-94-6239-061-4_7
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2014Sum, Product and Ratio for the Normal Random Variables. 63-79.Full Text via DOI: 10.2991/978-94-6239-061-4_4
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2014Sum, Product and Ratio for the Normal and Student’s t Random Variables. 93-101.Full Text via DOI: 10.2991/978-94-6239-061-4_6
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2014Sum, Product and Ratio for the Student’s t Random Variables. 81-91.Full Text via DOI: 10.2991/978-94-6239-061-4_5
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Book Review
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2008Bayes linear statistics: Theory and methods. Ed. 171.Web of Science: 000252330700025
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Conference
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2014Performance of some parametric test statistics for testing the difference of means of two skewed populations. 396-401.Full Text via DOI: 10.1109/ICCITechn.2014.6997318
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2011Using a class abstraction technique to predict faults in OO classes: A case study through six releases of the Eclipse JDT. 1419-1424.Full Text via DOI: 10.1145/1982185.1982492
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Letter
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2005Untitled. 235-236.Web of Science: 000228690000010
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Note
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Other Scholarly Work
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2013Preliminary test estimation of the parameters of exponential and Pareto distributions for censored samples (vol 4, pg 757, 2010). 251-254.Full Text via DOI: 10.1007/s00362-011-0427-9 Web of Science: 000313871000014
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2004Model selection: Full Bayesian approach (vol 15, pg 743, 2004). 743-743.Full Text via DOI: 10.1002/env.691 Web of Science: 000225711200008
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Preprint
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Review
Works By Students
chaired theses and dissertations
- Williams, Ulyana P, On Some Ridge Regression Estimators for Logistic Regression Models 2018
- Zaldivar, Cynthia, On the Performance of some Poisson Ridge Regression Estimators 2018
- Jerome, Guensley, A Comparison of Some Confidence Intervals for Estimating the Kurtosis Parameter 2017
- Guo, Yawen, On Some Test Statistics for Testing the Population Skewness and Kurtosis: An Empirical Study 2016
- Jean, Karm-Ervin, Models Describing the Sea Level Rise in Key West, Florida 2015
- Lu, YuanYuan, An Analysis of Evacuation Behavior During Hurricane Ike 2015
- Adefisoye, James Olusegun, An Assessment of the Performances of Several Univariate Tests of Normality 2015
- Shah, Smit, Comparison of Some Improved Estimators for Linear Regression Model under Different Conditions 2015
- Haddon, Andrew L, Evaluation of Some Statistical Methods for the Identification of Differentially Expressed Genes 2015
- Fitzgerald, Damon, Household Preferences for Financing Hurricane Risk Mitigation: A Survey Based Empirical Analysis 2014
- Oxenyuk, Victoria, Distribution Fits for Various Parameters in the Hurricane Model 2014
- Jiang, Fan, Application of a Bivariate Probit Model to Investigate the Intended Evacuation from Hurricane 2013
- Hudson, Antonio R, Sensitivity and Uncertainty Analysis of Expected Loss Costs in Hurricane Models 2012
- Almonte, Cherylyn, Small sample confidence intervals for the mean of a positively skewed distribution 2008
- Espino, Elio R., Investigation of the causes of serious injury and fatal crashes : an analysis using econometric models 2005
Research
principal investigator on
co-principal investigator on
Contact
full name
- B M golam Kibria
- B M Golam Kibria
Identifiers
ORCID iD
- https://orcid.org/0000-0002-6073-1978 (confirmed)
visualizations
Recent publications and grants in Scholars@FIU
publication subject areas
- Business & Economics
- Computer Science
- Dentistry, Oral Surgery & Medicine
- Engineering
- Environmental Sciences & Ecology
- Mathematical Methods In Social Sciences
- Mathematics
- Operations Research & Management Science
- Public, Environmental & Occupational Health
- Science & Technology - Other Topics
- Water Resources