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20212023
most citedBahadur efficiency of the maximum likelihood estimator and one-step estimator for quasi-arithmetic means of the Cauchy distribution

12 citations · 33 across the 6 of their papers we have counts for

collaborators

6 papers

math.PR2023

Power means of random variables and characterizations of distributions via fractional calculus

Kazuki Okamura, Yoshiki Otobe

We investigate fractional moments and expectations of power means of complex-valued random variables by using fractional calculus. We deal with both negative and positive orders of…

math.PR2022★ 2 cited

Properties of complex-valued power means of random variables and their applications

Yuichi Akaoka, Kazuki Okamura, Yoshiki Otobe

We consider power means of independent and identically distributed (i.i.d.) non-integrable random variables. The power mean is an example of a homogeneous quasi-arithmetic mean. Un…

math.ST2021★ 10 cited

Characterizations of the maximum likelihood estimator of the Cauchy distribution

Kazuki Okamura, Yoshiki Otobe

This paper gives a new approach for the maximum likelihood estimation of the joint of the location and scale of the Cauchy distribution. We regard the joint as a single complex par…

math.ST2021★ 1 cited

Confidence disc and square for Cauchy distributions

Yuichi Akaoka, Kazuki Okamura, Yoshiki Otobe

We will construct a confidence region of parameters for a sample of size from Cauchy distributed random variables. Although Cauchy distribution has two parameters, a location p…

math.ST2021★ 12 cited

Bahadur efficiency of the maximum likelihood estimator and one-step estimator for quasi-arithmetic means of the Cauchy distribution

Yuichi Akaoka, Kazuki Okamura, Yoshiki Otobe

Some quasi-arithmetic means of random variables easily give unbiased strongly consistent closed-form estimators of the joint of the location and scale parameters of the Cauchy dist…

math.ST2021★ 8 cited

Limit theorems for quasi-arithmetic means of random variables with applications to point estimations for the Cauchy distribution

Yuichi Akaoka, Kazuki Okamura, Yoshiki Otobe

We establish some limit theorems for quasi-arithmetic means of random variables. This class of means contains the arithmetic, geometric and harmonic means. Our feature is that the…