33 citations · 115 across the 11 of their papers we have counts for
11 papers
Bayesian Singular Value Regularization via a Cumulative Shrinkage Process
Masahiro Tanaka
This study proposes a novel hierarchical prior for inferring possibly low-rank matrices measured with noise. We consider three-component matrix factorization, as in singular value…
On the Likelihood of Local Projection Models
Masahiro Tanaka
A local projection model is defined by a set of linear regressions that account for the associations between exogenous variables and an endogenous variable observed at different ti…
Bayesian Matrix Completion Approach to Causal Inference with Panel Data
Masahiro Tanaka
This study proposes a new Bayesian approach to infer binary treatment effects. The approach treats counterfactual untreated outcomes as missing observations and infers them by comp…
Large angular scale fluctuations of near infrared extragalactic background light based on the IRTS observations
Min Gyu Kim, Hyung Mok Lee, Woong-Seob Jeong +3
We measure the spatial fluctuations of the Near-Infrared Extragalactic Background Light (NIREBL) from 2 to 20 in angular scale at the 1.6 and 2.2 m using dat…
Adaptive MCMC for Generalized Method of Moments with Many Moment Conditions
Masahiro Tanaka
A generalized method of moments (GMM) estimator is unreliable for a large number of moment conditions, that is, it is comparable, or larger than the sample size. While classical GM…
Bayesian Inference of Local Projections with Roughness Penalty Priors
Masahiro Tanaka
A local projection is a statistical framework that accounts for the relationship between an exogenous variable and an endogenous variable, measured at different time points. Local…
Low-Resolution Spectrum of the Diffuse Galactic Light and 3.3 um PAH emission with AKARI InfraRed Camera
Kohji Tsumura, Toshio Matsumoto, Shuji Matsuura +3
We first obtained the spectrum of the diffuse Galactic light (DGL) at general interstellar space in 1.8-5.3 um wavelength region with the low-resolution prism spectroscopy mode of…
AKARI Far-Infrared All-Sky Survey Maps
Yasuo Doi, Shinya Komugi, Mitsunobu Kawada +13
Far-infrared observations provide crucial data for the investigation and characterisation of the properties of dusty material in the Interstellar Medium (ISM), since most of its en…
Early Science Result from the Japanese Virtual Observatory: AGN and Galaxy Clustering at z = 0.3 to 3.0
Yuji Shirasaki, Masahiro Tanaka, Masatoshi Ohishi +3
We present the result of projected cross correlation analysis of AGNs and galaxies at redshifts from 0.3 to 3.0. The Japanese Virtual Observatory (JVO) was used to obtain the Subar…
Observations of [C II] 158 micron Line and Far-infrared Continuum Emission toward the High-latitude Molecular Clouds in Ursa Major
Hideo Matsuhara, Masahiro Tanaka, Yoshinori Yonekura +3
We report the results of a rocket-borne observation of [C II] 158\micron line and far-infrared continuum emission at 152.5\micron toward the high latitude molecular clouds in Ursa…
Chaotic inflation with running nonminimal coupling
Toshifumi Futamase, Masahiro Tanaka
We have found a successful model of chaotic inflation with an inflaton coupled nonminimally with gravity. The nonminimal coupling constant runs with the evolution of the inflat…