Graduate School of Social Data Science

SHIROTA Shinichiro

Papers

1.	Fast Spatio‐Temporally Varying Coefficient Modeling With Reluctant Interaction Selection Daisuke Murakami, Shinichiro Shirota, Seiji Kajita, Mami Kajita Geographical Analysis Vol.57,No.3,pp.521-539 2025.4
2.	Bayesian state-space synthetic control method for deforestation baseline estimation for forest carbon credits (Peer-reviewed) Keisuke Takahata, Hiroshi Suetsugu, Keiichi Fukaya, Shinichiro Shirota Environmental Data Science Vol.3 2024.2
3.	Preferential sampling for bivariate spatial data (Peer-reviewed) Shinichiro Shirota, Alan E. Gelfand Spatial Statistics Vol.51,pp.100674 2022.10
4.	Conjugate sparse plus low rank models for efficient Bayesian interpolation of large spatial data (Peer-reviewed) Shinichiro Shirota, Andrew O. Finley, Bruce D. Cook, Sudipto Banerjee Environmetrics Vol.34,No.1 2022.8
5.	The role of odds ratios in joint species distribution modeling (Peer-reviewed) Alan E. Gelfand, Shinichiro Shirota Environmental and Ecological Statistics Vol.28,No.2,pp.287-302 2021.2
6.	Analyzing car thefts and recoveries with connections to modeling origin–destination point patterns (Peer-reviewed) Shinichiro Shirota, Alan. E. Gelfand, Jorge Mateu Spatial Statistics Vol.38,pp.100440 2020.8
7.	Preferential sampling for presence/absence data and for fusion of presence/absence data with presence‐only data (Peer-reviewed) Alan E. Gelfand, Shinichiro Shirota Ecological Monographs Vol.89,No.3 2019.6
8.	Scalable inference for space‐time Gaussian Cox processes (Peer-reviewed) Shinichiro Shirota, Sudipto Banerjee Journal of Time Series Analysis Vol.40,No.3,pp.269-287 2019.4
9.	Spatial Joint Species Distribution Modeling (Peer-reviewed) Shinichiro Shirota, Alan E. Gelfand, Sudipto Banerjee Statistica Sinica 2019
10.	Approximate Bayesian Computation and Model Assessment for Repulsive Spatial Point Processes (Peer-reviewed) Shinichiro Shirota, Alan E. Gelfand Journal of Computational and Graphical Statistics Vol.26,No.3,pp.646-657 2017.7
11.	Cholesky realized stochastic volatility model (Peer-reviewed) Shinichiro Shirota, Yasuhiro Omori, Hedibert. F. Lopes, Haixiang Piao Econometrics and Statistics Vol.3,pp.34-59 2017.7
12.	Space and circular time log Gaussian Cox processes with application to crime event data (Peer-reviewed) Shinichiro Shirota, Alan E. Gelfand The Annals of Applied Statistics Vol.11,No.2 2017.6
13.	Public health improvements and mortality in interwar Tokyo: a Bayesian disease mapping approach (Peer-reviewed) Kota Ogasawara, Shinichiro Shirota, Genya Kobayashi Cliometrica Vol.12,No.1,pp.1-31 2016.8
14.	Realized stochastic volatility with leverage and long memory (Peer-reviewed) Shinichiro Shirota, Takayuki Hizu, Yasuhiro Omori Computational Statistics & Data Analysis Vol.76,pp.618-641 2014.8

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Research Projects

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