activity
20122022
most citedParametric estimation for a parabolic linear SPDE model based on sampled data

7 citations · 20 across the 11 of their papers we have counts for

collaborators

16 papers

math.ST2022

Structural equation modeling with latent variables for diffusion processes based on high-frequency data

Shogo Kusano, Masayuki Uchida

We consider structural equation modeling (SEM) with latent variables for diffusion processes based on high-frequency data. We derive the quasi-likelihood estimators for parameters…

math.ST2022

Statistical inference in factor analysis for diffusion processes from discrete observations

Shogo Kusano, Masayuki Uchida

We consider statistical inference in factor analysis for ergodic and non-ergodic diffusion processes from discrete observations. Factor model based on high frequency time series da…

math.ST20221 cited

Parameter estimation for linear parabolic SPDEs in two space dimensions based on high frequency data

Yozo Tonaki, Yusuke Kaino, Masayuki Uchida

We consider parameter estimation for a linear parabolic second-order stochastic partial differential equation (SPDE) in two space dimensions driven by two types -Wiener processe…

math.ST2021

Change point inference in ergodic diffusion processes based on high frequency data

Yozo Tonaki, Masayuki Uchida

We deal with the change point problem in ergodic diffusion processes based on high frequency data. Tonaki et al. (2020, 2021) studied the change point problem for the ergodic diffu…

math.ST2021

Estimation for change point of discretely observed ergodic diffusion processes

Yozo Tonaki, Yusuke Kaino, Masayuki Uchida

We treat the change point problem in ergodic diffusion processes from discrete observations. Tonaki et al. (2020) proposed adaptive tests for detecting changes in the diffusion and…

math.ST2020

Adaptive testing method for ergodic diffusion processes based on high frequency data

Tetsuya Kawai, Masayuki Uchida

We consider parametric tests for multidimensional ergodic diffusions based on high frequency data. We propose two-step testing method for diffusion parameters and drift parameters.…