[PDF] Top 20 MCMC Technique to Study the Bayesian Estimation using Record Values from the Lomax Distribution

MCMC Technique to Study the Bayesian Estimation using Record Values from the Lomax Distribution

... of Bayesian MCMC to obtain inferences for popula- tion parameters is attractive because it: (i) allows a full Bayesian analysis of the data including appropriate descriptions of the un- certainty in ... See full document

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Bayesian Estimation for Nadarajah-Haghighi Distribution Based on Upper Record Values

... functions using Markov Chain Monte Carlo (MCMC) technique to compare the performance of the proposed methods based on record ...Weibull distribution and the Bayes estimators of the ... See full document

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Record Values from the Inverse Weibull Lifetime Model: Different Methods of Estimation

... Record values arise naturally in many real life applications involving data relating to weather, sport, economics and life testing ...studied record values and the associated statistics; see, ... See full document

6

Bayesian Estimations from the Two-Parameter Bathtub-Shaped Lifetime Distribution Based on Record Values

... by using Soland's ...simulation study and a real record values ...noticed from Tables 4 that, the Bayes estimates based on squared error loss and LINEX loss functions are perform better ... See full document

11

Estimation of P(Y X) using record values from the generalized inverted exponential distribution

... addressed using both URV and URRSS. ML and Bayesian estimators of R are compared via the ...simulation study indicates that in order to estimate the reliability function in stress-strength model for ... See full document

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Bayesian Estimation Using MCMC Approach Based on Progressive First-Failure Censoring from Generalized Pareto Distribution

... this distribution has decreasing failure rate property. This distribution is also known as Pareto distribution of type II or Lomax ...This distribution has been shown to be useful for ... See full document

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Bayesian Estimation Based on Record Values from Exponentiated Weibull Distribution: An Markov Chain Monte Carlo Approach

... Weibull distribution (EWD) under the assumptions of gamma priors on both shape ...Point estimation and confidence intervals based on maximum likelihood and bootstrap methods are ...samples from the ... See full document

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PARAMETER ESTIMATION OF THE HYBRID CENSORED LOMAX DISTRIBUTION

... In this section we carry out a simulation study to compare the performances of the MLEs and the Bayesian. The simulation is carried out for different choices of n, r and T values. For a particular ... See full document

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Bayesian analysis using MCMC methods of record values based on a new generalised Rayleigh distribution

... likelihood estimation, each data produces a triplet of parameter estimates with the results summarised using: the mean estimates, bias, standard deviation, the root mean squared error, and the coverage ... See full document

18

Inferences for the Generalized Logistic Distribution Based on Record Statistics

... presented Bayesian estimation for the generalized Logistic distribution Type-II censored accelerated life ...paper Bayesian estimation for the parameters of the generalized logistic ... See full document

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Controlling bias and inflation in epigenome and transcriptome wide association studies using the empirical null distribution

... null distribution and propose a Bayesian method for its ...a Bayesian method for estimation of the empirical null distribution and propose a bias and inflation correction implemented as ... See full document

13

Regularized Skew Normal Regression

... selected using the 10-fold cross ...Thus, using the rule of thumb that one should maximise the cross validated parameter within a standard error (Breiman et ...away from the maximum, but still above ... See full document

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Estimation of Inverse Rayleigh Distribution Parameters for Type II Singly and Doubly Censored Data Based on Lower Record Values

... record values for a sample size up to 15. Moments of Record values are discussed in section ...The estimation of location and scale parameters of IRD using Type II singly and ... See full document

13

Length-Biased Weighted Lomax Distribution: Statistical Properties and Application

... biased Lomax distribution (LBWLD) and studied various properties of the ...new distribution has also been demonstrated with real life ...with Lomax distribution, revealed that the LBWLD ... See full document

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Comparison of Different methods of Estimation for Transmuted Lomax Distribution

... Accurate estimation of parameters of a probability distribution is of massive importance in ...vague estimation of parameters can lead to misleading ...the estimation of unknown parameters for ... See full document

6

Parameter estimation for generalized extreme value distribution of extreme rainfall in Johor

... GEV distribution, research conducted in Malaysia has focused on Method of Moments (MOM), Maximum Likelihood Estimator (MLE) and Bayesian ...unbiased. Bayesian analysis provides a method in which ... See full document

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A CHARACTERIZATION OF ERLANG-TRUNCATED EXPONENTIAL DISTRIBUTION IN RECORD VALUES AND ITS USE IN MEAN RESIDUAL LIFE

... nth record given the information of mth record decreases exponentially with increase in the value of  ...Exponential distribution with larger value of  will have smaller mean residual life of nth ... See full document

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Estimating SUR Tobit Model while errors are gaussian scale mixtures: with an application to high frequency financial data

... and Bayesian Posterior ...ML estimation requires evaluation of the ...same MCMC procedure can be lent to Bayesian posterior simulators to obtain draws of latent ...and Bayesian ... See full document

39

Approximate Bayes Estimators of the Logistic Distribution Parameters Based on Progressive Type-II Censoring Scheme

... by using Monte Carlo method, with fixed sample size n (the total items put in a life test), with constant censoring scheme, where R 1 = R 2 = R 3 = ...censored from the sample of size n ... See full document

13

Weibull Inverse Lomax Distribution

... A four-parameter lifetime model, named as Weibull inverse Lomax (WIL) is presented and studied. Some structural properties are derived. The estimation of the model parameters is performed based on Type II ... See full document

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