1 citations · 1 across the 4 of their papers we have counts for
4 papers
Multi-resolution filters via linear projection for large spatio-temporal datasets
Toshihiro Hirano, Tsunehiro Ishihara
Advances in compact sensing devices mounted on satellites have facilitated the collection of large spatio-temporal datasets with coordinates. Since such datasets are often incomple…
A multi-resolution approximation via linear projection for large spatial datasets
Toshihiro Hirano
Recent technical advances in collecting spatial data have been increasing the demand for methods to analyze large spatial datasets. The statistical analysis for these types of data…
Modified Linear Projection for Large Spatial Data Sets
Toshihiro Hirano
Recent developments in engineering techniques for spatial data collection such as geographic information systems have resulted in an increasing need for methods to analyze large sp…
Pseudo best estimator by a separable approximation of spatial covariance structures
Toshihiro Hirano
We consider a linear regression model with a spatially correlated error term on a lattice. When estimating coefficients in the linear regression model, the generalized least square…