Estimating weibull parameters using maximum likelihood estimation and ordinary least squares: simulation study and application on meteorological data

QR Code

Estimating weibull parameters using maximum likelihood estimation and ordinary least squares: simulation study and application on meteorological data

Inefficient estimation of distribution parameters for current climate will lead to misleading results in future climate. Maximum likelihood estimation (MLE) is widely used to estimate the parameters. However, MLE is not well performed for the small size. Hence, the objective of this study is to comp...

Full description

Bibliographic Details
Main Authors:	Mohd Ikbal, Nawal Adlina, Abdul Halim, Syafrina, Ali, Norhaslinda
Format:	Article
Published:	Horizon Research Publishing Corporation 2022
Online Access:	http://psasir.upm.edu.my/id/eprint/101304/

Similar Items

Confidence limits for Weibull parameters estimated using linear least squares analysis
by: Davies, Ian
Published: (2017)

Unbiased estimation of the Weibull scale parameter using linear least squares analysis
by: Davies, Ian
Published: (2017)

Unbiased estimation of Weibull modulus using linear least squares analysis—A systematic approach
by: Davies, Ian
Published: (2017)

Comparison of the Bayesian and maximum likelilhood estimation for Weibull distribution
by: Al Omari, Mohammed Ahmed, et al.
Published: (2010)

Weighted Maximum Median Likelihood Estimation For Parameters In Multiple Linear Regression Model
by: Mohamed Ramli, Norazan
Published: (2008)

Estimation of upper limb impedance parameters using recursive least square estimator
by: Htoon, Zaw Lay, et al.
Published: (2016)

Rank estimators versus least square estimators for estimating the parameters of semiparametric accelerated failure time model
by: Karimi, Mostafa, et al.
Published: (2019)

Integer aperture least-squares estimation
by: Teunissen, Peter
Published: (2005)

Least-squares variance component estimation
by: Teunissen, Peter, et al.
Published: (2008)

Application of maximum likelihood estimation to stochastic short rate models
by: Fergusson, Kevin, et al.
Published: (2015)

Pseudorandom maximum length signal design with bias compensation least squares estimation for system identification
by: Foo, Mathias Fui Lin, et al.
Published: (2007)

Comparing least-squares and goal programming estimates of linear regression parameter.
by: Ahmad, Maizah Hura, et al.
Published: (2005)

Variance Component Estimation by the Method of Least-Squares
by: Teunissen, Peter, et al.
Published: (2008)

An optimal property of the integer least-squares estimator
by: Teunissen, Peter
Published: (1999)

On Robust Alternatives to the Maximum Likelihood Estimators of a Linear Functional Relationship
by: Abdullah, Mokhtar
Published: (1989)

Maximum; Likelihood Estimation For The Non-Separable Spatial Unilateral Autoregressive Model.
by: Awang, Norhashidah, et al.
Published: (2008)

Nonlinear least squares parameter estimation problem using Levenberg-Marquardt method
by: Kaw, Wei Ching, et al.
Published: (2017)

Approximate bayesian estimates of weibull parameters with Lindley’s method
by: Guure, Chris Bambey, et al.
Published: (2014)

A comparison between bayesian and maximum likelihood estimations in estimating finite mixture model for financial data
by: Seuk, Yen Phoong, et al.
Published: (2015)

Maximum likelihood estimation in mixed integer linear model with P-norm distribution
by: Li, Bofeng, et al.
Published: (2010)

Non-parametric maximum likelihood estimation of cure fraction for interval survival data.
by: I. Aljawadi, Bader Ahmad, et al.
Published: (2011)

Parametric maximum likelihood estimation of cure fraction using interval-censored data
by: Aljawadi, Bader Ahmad I., et al.
Published: (2013)

The effect of high leverage points on the maximum estimated likelihood for separation in logistic regression
by: Ariffin @ Mat Zin, Syaiba Balqish, et al.
Published: (2014)

Estimation Of Weibull Parameters Using Simulated Annealing As Applied In Financial Data
by: Hamza, Abubakar
Published: (2023)

Parameter estimation of tapioca starch hydrolysis process: application of least squares and genetic algorithm
by: Rashid, Roslina, et al.
Published: (2005)

Bayesian parameter and reliability estimate of Weibull failure time distribution
by: Guure, Chris Bambey, et al.
Published: (2014)

Bootstrap Technique For Examining The Properties Of The Maximum Likelihood Estimator Of The Spatial Unilateral Autoregressive Model.
by: Awang, Norhashidah, et al.
Published: (2009)

Robust Least Square Estimation Of The CRS A465 Robot Arm's Dynamic Model Parameters
by: Azeddien, Kinsheel, et al.
Published: (2012)

Probabilistic Evaluation of the Integer Least-squares and Integer Aperture Estimators
by: Verhagen, S., et al.
Published: (2008)

First and second moments of non-linear least-squares estimators
by: Teunissen, Peter
Published: (1989)

Application of Least-Squares Variance Component Estimation to GPS Observables
by: Amiri-Simkooei, A., et al.
Published: (2009)

Software development for real time data capturing and least square estimation analysis
by: Abbas, Mohd. Azwan, et al.
Published: (2005)

Approximation of the sum of independent lognormal variates using lognormal distribution by maximum likelihood estimation approached
by: Abdul Rahman Othman,, et al.
Published: (2023)

Parameter identification of servo-pneumatic position control system utilizing least square estimate (LSE) approach
by: Nur’iffah, Mohamed Azmi
Published: (2009)

Development of a software system for least squares estimation,deformation detection and visualization analysis
by: Setan, Halim, et al.
Published: (2001)

A unit root test based on the modified least squares estimator
by: Wararit Panichkitkosolkul,
Published: (2014)

The distribution of the GPS baseline in case of integer least-squares ambiguity estimation.
by: Teunissen, Peter
Published: (1998)

Derivative estimation of triangular patch by using cubic least square method
by: Awang, Noorehan, et al.
Published: (2016)

Reduced Fuzzy Recursive Least-Squares Algorithm For Real Time Estimation
by: Cheah, Kah Wai
Published: (2018)

Least-squares collocation with integer parameters
by: Teunissen, Peter
Published: (2006)