مرور Journal of Computational Statistics and Modeling بر اساس تاریخ انتشار
در حال نمایش موارد 1 - 20 از 28
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Semiparametric Ridge Regression for Longitudinal Data
(Allameh Tabataba’i University PressAllameh Tabataba'i University, 2020-06-01)This paper considers an extension of the linear mixed model, called semiparametric mixed effects model, for longitudinal data, when multicollinearity is present. To overcome this problem, a new mixed ridge estimator is ...
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Nonparametric wavelet Quantile density estimations based on biased data
(Allameh Tabataba’i University PressAllameh Tabataba'i University, 2020-06-01)Estimation of a quantile density function from biased data is a frequent problem in industrial life testing experiments and medical studies. The estimation of a quantile density function in the biased nonparametric ...
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Inference on Pr(X > Y ) Based on Record Values From the Power Hazard Rate Distribution
(Allameh Tabataba’i University PressAllameh Tabataba'i University, 2020-06-01)In this article, we consider the problem of estimating the stress-strength reliability $Pr (X > Y)$ based on upper record values when $X$ and $Y$ are two independent but not identically distributed random variables from ...
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Bayesian Variable Selection in Regression Models using The Laplace Approximation.
(Allameh Tabataba’i University PressAllameh Tabataba'i University, 2020-06-01)The Bayesian variable selection analysis is widely used as a new methodology in air quality control trials and generalized linear models. One of the important and, of course, controversial topics in this area is ...
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Minimum Loss Design of X Control Chart for Correlated Data Under Weibull In-Control Times with Multiple Assignable Causes
(Allameh Tabataba’i University PressAllameh Tabataba'i University, 2020-06-01)A proper method of monitoring a stochastic system is to use the control charts of statistical process control in which a drift in characteristics of output may be due to one or several assignable causes. In the ...
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Statistical Topology Using the Nonparametric Density Estimation and Bootstrap Algorithm
(Allameh Tabataba’i University PressAllameh Tabataba'i University, 2020-06-01)This paper presents approximate confidence intervals for each function of parameters in a Banach space based on a bootstrap algorithm. We apply kernel density approach to estimate the persistence landscape. In addition, ...
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Economic Statistical Design of a Three-Level Control Chart with VSI Scheme
(Allameh Tabataba’i University PressAllameh Tabataba'i University, 2020-06-01)Traditionally, the statistical quality control techniques utilize either an attributes or variables product quality measure. Recently, some methods such as three-level control chart have been developed for monitoring multi ...
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Predicting the Brexit outcome using singular spectrum analysis
(Allameh Tabataba’i University PressAllameh Tabataba'i University, 2020-06-01)In a referendum conducted in the United Kingdom (UK) on June 23, 2016, $51.6%$ of the participants voted to leave the European Union (EU). The outcome of this referendum had major policy and financial impact for both UK ...
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Differenced-Based Double Shrinking in Partial Linear Models
(Allameh Tabataba’i University PressAllameh Tabataba'i University, 2020-06-01)Partial linear model is very flexible when the relation between the covariates and responses, either parametric and nonparametric. However, estimation of the regression coefficients is challenging since one must also ...
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Static Sign Language Recognition Using Depth Data Based on Geometric Features
(Allameh Tabataba’i University PressAllameh Tabataba'i University, 2021-12-01)Deaf people or people with hearing loss have a major problem in everyday communication. There are many applications available in the market to help blind people to interact with the world. Voice-based email and chatting ...
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Routing optimization in Wireless Sensor Networks to increase network life by managing network energy
(Allameh Tabataba’i University PressAllameh Tabataba'i University, 2021-12-01)One of the important challenges in Wireless Sensor Networks is to proceeds data transmission in a way that tries to increase the life of the network. One of the main issues is the reduction of latency in the node and energy ...
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Estimation for the Reliability Characteristics of a Family of Lifetime Distributions under Progressive Censoring
(Allameh Tabataba’i University PressAllameh Tabataba'i University, 2021-12-01)In this paper, the probability of failure-free operation until time t, along with the probability of stress-strength, based on progressive censoring data is studied in a family of lifetime distributions. Since the number ...
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New Adaptive Monte Carlo algorithm to solve financial option pricing problems
(Allameh Tabataba’i University PressAllameh Tabataba'i University, 2021-12-01)In this paper, a new adaptive Monte Carlo algorithm is proposed to solve the systems of linear algebraic equations arising from the Black–Scholes model to price European and American options. The proposed ...
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Assessment and modeling of Interval-Valued Variables in Generalized Linear Models
(Allameh Tabataba’i University PressAllameh Tabataba'i University, 2021-12-01)Interval-valued data are observed as ranges instead of single values and contain richer information thansingle-valued data. Meanwhile, interval-valued data are used for interval-valued characteristics. An intervalgeneralized ...
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Estimation of Fixed Parameters in Negative Binomial Mixed Model Using Shrinkage Estimators
(Allameh Tabataba’i University PressAllameh Tabataba'i University, 2021-12-01)In this paper, we consider the problem of parameter estimation in {color{blue} negative binomial mixed model} when it is suspected that some of the fixed parameters may be restricted to a subspace via linear shrinkage, ...
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A Bayesian Semiparametric Random effect model for Meta-Regression
(Allameh Tabataba’i University PressAllameh Tabataba'i University, 2021-12-01)In this paper, we will introduce a Bayesian semiparametric model concerned with both constant and coefficients. In Meta-Analysis or Meta-Regression, we usually use a parametric family. However, lately the increasing tendency ...
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INTELLIGENT MODELING OF PERSIAN VERNACULAR ARCHITECTURE BASED ON THE FUZZY DELPHI METHOD (FDM)
(Allameh Tabataba’i University PressAllameh Tabataba'i University, 2023-12-01)By focusing on the fuzzy Delphi technique (FDM), the current research introduces a novel approach to modeling Persian vernacular architecture. Fuzzy Delphi is a more advanced version of the Delphi Method, which utilizes ...
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The vector autoregressive model with asymmetric shocks for the new cases and the new deaths of Covid-19 in Iran
(Allameh Tabataba’i University PressAllameh Tabataba'i University, 2023-12-01)AbstractThe novel corona virus (covid-19) spread quickly from person to another and one of the basic aspects of the country management has been to prevent the spread of this disease. So the prediction of its expansion is ...
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A new optimum statistical estimation of the traffic intensity parameter for the M/M/1/K queuing model based on fuzzy and non-fuzzy criteria
(Allameh Tabataba’i University PressAllameh Tabataba'i University, 2023-12-01)This article focuses on the M/M/ 1 /K queuing model. In this model, the inter-arrival times ofcustomers to the system are random variables with an exponential distribution parameterized by λ , andthe service times of ...
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Automatic evaluation of record linkage methods in the expert system of producing statistical registers: string metric approach
(Allameh Tabataba’i University PressAllameh Tabataba'i University, 2023-12-01)Record linkage is a tool used to gather information and data from different sources. It is used in activities related to government, such as e-government and the production of register-based data. This method compares the ...



