A study on skewness and kurtosis estimators of wind speed distribution under indeterminacy

Aslam, Muhammad

doi:10.1007/s00704-020-03509-5

Cited by 29 publications

(12 citation statements)

References 43 publications

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“…New neutrosophic analysis of variance technique presented under neutrosophic data [3]. The area of neutrosophic interval statistics (NIS), neutrosophic applied statistics (NAS), and neutrosophic statistical quality control (NSQC) were developed by [4][5][6][7].…”

Section: Neutrosophic Datamentioning

confidence: 99%

Neutrosophic ratio-type estimators for estimating the population mean

Tahir

Khan

Aslam

et al. 2021

Complex Intell. Syst.

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All researches, under classical statistics, are based on determinate, crisp data to estimate the mean of the population when auxiliary information is available. Such estimates often are biased. The goal is to find the best estimates for the unknown value of the population mean with minimum mean square error (MSE). The neutrosophic statistics, generalization of classical statistics tackles vague, indeterminate, uncertain information. Thus, for the first time under neutrosophic statistics, to overcome the issues of estimation of the population mean of neutrosophic data, we have developed the neutrosophic ratio-type estimators for estimating the mean of the finite population utilizing auxiliary information. The neutrosophic observation is of the form $${Z}_{N}={Z}_{L}+{Z}_{U}{I}_{N}\, {\rm where}\, {I}_{N}\in \left[{I}_{L}, {I}_{U}\right], {Z}_{N}\in [{Z}_{l}, {Z}_{u}]$$ Z N = Z L + Z U I N where I N ∈ I L , I U , Z N ∈ [ Z l , Z u ] . The proposed estimators are very helpful to compute results when dealing with ambiguous, vague, and neutrosophic-type data. The results of these estimators are not single-valued but provide an interval form in which our population parameter may have more chance to lie. It increases the efficiency of the estimators, since we have an estimated interval that contains the unknown value of the population mean provided a minimum MSE. The efficiency of the proposed neutrosophic ratio-type estimators is also discussed using neutrosophic data of temperature and also by using simulation. A comparison is also conducted to illustrate the usefulness of Neutrosophic Ratio-type estimators over the classical estimators.

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Section: Neutrosophic Datamentioning

confidence: 99%

Neutrosophic ratio-type estimators for estimating the population mean

Tahir

Khan

Aslam

et al. 2021

Complex Intell. Syst.

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“…18 The neutrosophic technique is used on the interval point value data, i.e., having indeterminacy. 19 23,24 This work reports the motive study of an organic semiconductor methyl green MG, which was used for the rst time in the fabrication of a humidity sensor and the rst-time neutrosophic statistic has been used to analyze the capacitance and resistance on the data. In this study, methyl green in chloroform solution was made and it is optical, structural as well as morphological properties were investigated using different characterization techniques.…”

Section: Introductionmentioning

confidence: 99%

“…, having indeterminacy. 19 This is a significant benefit over classical techniques because classical statistic only deals with fixed-point value data, i.e. , having no indeterminacy.…”

Section: Introductionmentioning

confidence: 99%

Fabrication of a surface type humidity sensor based on methyl green thin film, with the analysis of capacitance and resistance through neutrosophic statistics

et al. 2021

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“…Generally, for fix point values i.e. when data has exact observation and imprecise, the classical statistical approach has been used 9 . For the interval point values i.e.…”

Section: Introductionmentioning

confidence: 99%

“…The neutrosophic approach is used for the analysis of interval point value data i.e. having indeterminacy 9 and has substantial benefit over the classical approach; because the classical statistic approach only deals with fix point value data i.e. having no indeterminacy.…”

Section: Introductionmentioning

confidence: 99%

Neutrosophic statistical analysis of resistance depending on the temperature variance of conducting material

Afzal

Alrweili

Ahmad

et al. 2021

Sci Rep

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In this work, we have proposed a neutrosophic statistical approach for the analysis of resistance of conducting material depending on the temperature variance. We have developed a neutrosophic formula and applied it to the resistance data. We also use the classical statistical approach for making a comparison between both approaches. As a result, it is observed that the neutrosophic statistical approach is more flexible and informative. Also, this work suggests that the neutrosophic statistical approach analyzes the resistance of conducting material for big data.

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A study on skewness and kurtosis estimators of wind speed distribution under indeterminacy

Cited by 29 publications

References 43 publications

Neutrosophic ratio-type estimators for estimating the population mean

Neutrosophic ratio-type estimators for estimating the population mean

Fabrication of a surface type humidity sensor based on methyl green thin film, with the analysis of capacitance and resistance through neutrosophic statistics

Neutrosophic statistical analysis of resistance depending on the temperature variance of conducting material

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