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Peer-Review Record

On Optimal and Asymptotic Properties of a Fuzzy L2 Estimator

Mathematics 2020, 8(11), 1956;
Reviewer 1: Anonymous
Reviewer 2: Anonymous
Reviewer 3: Anonymous
Mathematics 2020, 8(11), 1956;
Received: 31 August 2020 / Revised: 14 October 2020 / Accepted: 24 October 2020 / Published: 4 November 2020

Round 1

Reviewer 1 Report

The manuscript generalizes the most common estimator in linear regression models $\hat{\beta} = (X^{\prime} X)^{-1} X^{\prime} Y$ for fuzzy input - fuzzy output linear regression models. Only triangular fuzzy numbers are considered in the paper. The given estimator is formally generalized for fuzzy-valued matrices. Some statistical properties are established.   Unfortunately, the authors initially consider only the models $y= \beta_1 x_1 + \ldots + \beta_p x_p + e$ where $\beta_1 \ge 0, \ldots, \beta_p \ge 0$, $x_1 \ge 0, \ldots, x_p \ge 0$ (if the fuzziness is excluded). It makes the paper insignificant. The authors do not consider the problem of subtraction of fuzzy numbers that is the most difficult. The Assumption B is restrictive.   Under high quality of the presentation such results may be published in a strictly specialized journal on fuzzy logic but not in a universally recognized mathematical journal.   Unfortunately, the quality of the presentation is not high in the manuscript. For instance, it is not explained what is it "a family of all triangular fuzzy numbers defined on the non-negative real numbers" (page 2). It is not indicated that $X_{ij} \in \mathcal{F}_{T}$ (page 4).

Comments for author File: Comments.pdf

Author Response

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Author Response File: Author Response.docx

Reviewer 2 Report

Interesting work that presents numerous theories, assumptions and evidence. However, in my opinion, the presented theories should be highlighted in the text. In a situation where the authors refer to the theory, e.g. 2.3, the reader must in fact guess which statement is meant. Of course, this is a purely editorial comment. Moreover, despite the theoretical nature of the work, it seems that the presented simulation results should be discussed in more detail.

Author Response

Please find attached file for the response to reviewer 2.

Author Response File: Author Response.docx

Reviewer 3 Report

Notation error on line 49. Confusing notation on line 92. The expression (n x p +1) is confusing. Notation error on line 94, does not match the notation of lines 105, 106 and 107. The format of sections 4 and 5 are different from section 6, and make them difficult to read. The numbering of the theorems, lemmas or corollaries does not appear.

Author Response

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Author Response File: Author Response.docx

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