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A Comparative Study for Estimate Fractional Parameter of ARFIMA Model

      Long memory analysis is one of the most active areas in econometrics and time series where various methods have been introduced to identify and estimate the long memory parameter in partially integrated time series. One of the most common models used to represent time series that have a long memory is the ARFIMA (Auto Regressive Fractional Integration Moving Average Model) which diffs are a fractional number called the fractional parameter. To analyze and determine the ARFIMA model, the fractal parameter must be estimated. There are many methods for fractional parameter estimation. In this research, the estimation methods were divided into indirect methods, where the Hurst parameter is estimated first, and then the fractional integration parameter is estimated from it by a relation between them. As for direct methods, the fractional integration parameter is estimated directly without relying on Hurst's parameter, and most of them are semi parametric methods. In this paper, some of the most common direct methods were used to estimate the fraction modulus namely (Geweke-Porter-Hudak, Smoothed Geweke-Porter-Hudak, Local Whittle, Wavelet and weighted wavelet), using simulation method with different value of (d) and different size of time series. The comparison between the methods was done using the mean squared error (MSE). It turns out that the best methods to estimate the fractional parameter is (Local Whittle).

      The ARFIMA model was generated by a function programmed by the MATLAB statistical program

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Publication Date
Tue Jun 14 2016
Journal Name
Al-academy
Idealism and Realism in The Design: A Comparative Study

At the beginning of the twentieth century distorting handling totalitarian phenomena of art, which can be called the stage of the test, transition from the theory of ideal theory and other realistic is not cushy, since it requires vision and reading and other concepts, and in light of this dialectic manifested research problem by asking the following Is affected by the design idealism and realism. Through the above mentioned questions, the researcher found rationale for addressing this problem, the study through his research, which is marked (idealism and realism in a comparative study design). And demonstrated the importance of research in the identification of the concept and the effectiveness of the two theories idealism and realism a

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Publication Date
Sat Feb 01 2014
Journal Name
Journal Of Economics And Administrative Sciences
A comparison of the Semiparametric Estimators model smoothing methods different using

In this paper, we made comparison among different parametric ,nonparametric and semiparametric estimators for partial linear regression model users parametric represented by ols and nonparametric methods represented by cubic smoothing spline estimator and Nadaraya-Watson estimator, we study three nonparametric regression models and samples sizes  n=40,60,100,variances used σ2=0.5,1,1.5 the results  for the first model show that N.W estimator for partial linear regression model(PLM) is the best followed the cubic smoothing spline estimator for (PLM),and the results of the second and the third model show that the best estimator is C.S.S.followed by N.W estimator for (PLM) ,the

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Publication Date
Fri Aug 01 2014
Journal Name
Journal Of Economics And Administrative Sciences
Using Bayesian method to estimate the parameters of Exponential Growth Model with Autocorrelation problem and different values of parameter of correlation-using simulation

We have studied Bayesian method in this paper by using the modified exponential growth model, where this model is more using to represent the growth phenomena. We focus on three of prior functions (Informative, Natural Conjugate, and the function that depends on previous experiments) to use it in the Bayesian method. Where almost of observations for the growth phenomena are depended on one another, which in turn leads to a correlation between those observations, which calls to treat such this problem, called Autocorrelation, and to verified this has been used Bayesian method.

The goal of this study is to knowledge the effect of Autocorrelation on the estimation by using Bayesian method. F

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Publication Date
Sat Dec 24 2022
Journal Name
Journal Of Legal Sciences
The Privacy of the Insurance Contract for Self-Driving Cars: A Comparative Study

Developments in self-driving car technology have already begun to disrupt car manufacturing and insurance considerations. Likewise, new questions have arisen, especially if we know that their damage may be technical, so the technological error may also need to be considered with driver error, so these phenomena began to spark ideas. New information about who bears the risk, how insurance takes place, and the extent to which personal data is compromised when viewed by insurance companies.

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Publication Date
Thu Apr 30 2020
Journal Name
Journal Of Economics And Administrative Sciences
Estimate the Partial Linear Model Using Wavelet and Kernel Smoothers

This article aims to estimate the partially linear model by using two methods, which are the Wavelet and Kernel Smoothers. Simulation experiments are used to study the small sample behavior depending on different functions, sample sizes, and variances. Results explained that the wavelet smoother is the best depending on the mean average squares error criterion for all cases that used.

 

 

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Publication Date
Sat Aug 20 2022
Journal Name
Journal Of Legal Sciences
The Privacy of public companies in Iraq: a comparative study

General companies are one of the methods that help managing general economic services. Countries have taken a step into this type of management because of the criticism-related to the different styles of managements. Criticism have been directed specifically at the direct type of management to such general economic services. Most of the Iraqi economic general services are being ran by this type of style; general type.

What has been agreed upon, whether in France, Egypt or Iraq has been that such establishments of general companies have to take place either by legislating a special order that states constructing a general company by the legislator or according to the law by authorizing law by the legislator to one of the local per

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Publication Date
Fri Sep 02 2022
Journal Name
Journal Of Legal Sciences
The Conditions of Exercising Universal Jurisdiction : A Comparative Study

Exercising the universal jurisdiction requires having in place some national legislations. If the legal principle is generally agreed upon at the international level, this does not prevent nations from passing some internal or local legislations that may enable the national courts to enforce the universal jurisdiction.  Transcending the philosophical and theoretical frameworks of any principle will

      This paper, entitled “The Conditions of Exercising Universal Jurisdiction: A Comparative Study”, tackles the conditions and requirements of exercising universal jurisdiction in both subjective and objective aspects, in the Iraqi penal code and the international laws under comparison.

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Publication Date
Tue Jun 20 2006
Journal Name
Journal Of Legal Sciences
Provisions of economic concentrations between undertakings A comparative study

Economic concentration between undertakings is considered of common transactions in the commercial  environment . So it was not seen as practices that can affect  on the competition, or that it is misused to achieve purposes that are contrary to free and fair competition.

In fact, concentration Transactions may to be  affect on competition, Where Economic concentration has undeniable benefits, so it was not possible to prevent these Transactions. Instead, the laws tended to control concentration and avoid harming it. And  obtain of its benefits.

 This study highlights  on the provisions of economic concentration between undertakings, and detection of the mechanism through which to cont

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Publication Date
Mon Dec 25 2023
Journal Name
Journal Of Legal Sciences
The legal framework for the process of monitoring the electoral register a In the comparative countries and Iraq : A Comparative Study

This study entitled (The legal framework for the process of monitoring the electoral register (a comparative study between Egypt and Iraq)) shows the importance of monitoring the right to participate in political life and public affairs، as all electoral legislation in democratic countries is keen on the integrity، integrity and legitimacy of elections، and one of the most important guarantees of this  Existence of effective oversight at every stage of the electoral process، including the preliminary stage. Oversight is the process of collecting and inventorying information about the electoral processes in all its stages، by following an organized mechanism in collecting information on each stage، which is then used to issue o

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Publication Date
Wed Mar 20 2019
Journal Name
Journal Of Legal Sciences
Open Price Contract Compertive Study: Comparative Study

The ultimate goal of any sale contract is to maximize the combined returns of the parties, knowing that these returns are not realized (in long-term contracts) except in the final stages of the contract. Therefore, this requires the parties to the contract to leave some elements open, including the price, because the adoption of a fixed price and inflexible will not be appropriate to meet their desires when contracting, especially with ignorance of matters beyond their will and may affect the market conditions, and the possibility of modifying the fixed price through The elimination is very limited, especially when the parties to the contract are equally in terms of economic strength. Hence, in order to respond to market uncertainties, t

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