SS
Shinichiro Shirota
stat.MEstat.COstat.APecologydimension reductionGaussian processeshigh-dimensional covariance matrixspatial factor modelspecies dependence
On Valency
published · living versionsW_rgvucwun·v1 · currentpublished
Preprints & journals
15 papers in the corpus · 2016–2026Conditional validity of prediction-powered inference for spatially dependent finite populations2608.10356v2 · Shinichiro Shirota2026 · 0 citationsarXiv
Assessing Preferential Sampling in Retail Survival Data: A Bayesian Joint LGCP and Spatial Probit Model for Mini-Supermarket Closure in Tokyo2607.14860v2 · Akitoshi Kanetaka, Shinichiro Shirota2026 · 0 citationsarXiv
Fast spatio-temporally varying coefficient modeling with reluctant interaction selection2410.07229v2 · Daisuke Murakami, Shinichiro Shirota, Seiji Kajita et al.2024 · 2 citationsarXiv
Preferential Sampling for Bivariate Spatial Data2202.09168v1 · Shinichiro Shirota, Alan E. Gelfand2022 · 5 citationsarXiv
Clarifying species dependence under joint species distribution modeling1908.09410v1 · Alan E. Gelfand, Shinichiro Shirota2019 · 7 citationsarXiv
Conjugate Nearest Neighbor Gaussian Process Models for Efficient Statistical Interpolation of Large Spatial Data1907.10109v1 · Shinichiro Shirota, Andrew O. Finley, Bruce D. Cook et al.2019 · 3 citationsarXiv
Spatial Joint Species Distribution Modeling using Dirichlet Processes.31555038 · Shirota, Shinichiro, Gelfand, Alan E, Banerjee, Sudipto2023 · 16 citationsStatistica Sinica. 2019;29(3):1127-1154
Preferential sampling for presence/absence data and for fusion of presence/absence data with presence-only data1809.01322v2 · Alan. E. Gelfand, Shinichiro Shirota2018 · 54 citationsarXiv
Scalable Inference for Space-Time Gaussian Cox Processes1802.06151v2 · Shinichiro Shirota, Sudipto Banerjee2018 · 12 citationsarXiv
Spatial Joint Species Distribution Modeling using Dirichlet Processes1711.05646v3 · Shinichiro Shirota, Alan E. Gelfand, Sudipto Banerjee2017 · 12 citationsarXiv
Analyzing Car Thefts and Recoveries with Connections to Modeling Origin-Destination Point Patterns1701.05863v4 · Shinichiro Shirota, Alan E Gelfand, Jorge Mateu2017 · 5 citationsarXiv
Inference for log Gaussian Cox processes using an approximate marginal posterior1611.10359v1 · Shinichiro Shirota, Alan E. Gelfand2016 · 2 citationsarXiv
Space and circular time log Gaussian Cox processes with application to crime event data1611.08719v1 · Shinichiro Shirota, Alan E. Gelfand2016 · 74 citationsarXiv
Approximate Marginal Posterior for Log Gaussian Cox Processes1606.07984v2 · Shinichiro Shirota, Alan. E. Gelfand2016 · 1 citationarXiv
Approximate Bayesian Computation and Model Validation for Repulsive Spatial Point Processes1604.07027v2 · Shinichiro Shirota, Alan. E. Gelfand2016 · 3 citationsarXiv
Career total: 26 works. 15 are in this corpus.
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