We describe a (nonparametric) prediction algorithm for spatial data, based on canonical factorization of the spectral density function. provide theoretical results showing that predictor has desirable asymptotic properties. Finite sample performance is assessed in Monte Carlo study also compares our to rival nonparametric method infinite $AR$ representation dynamics data. Finally, we apply meth...

We produce methodology for regression analysis when the geographic locations of independent and dependent variables do not coincide, in which case we speak misaligned data. develop investigate two complementary methods with data that circumvent need to estimate or specify covariance errors. carry out a detailed reanalysis Maccini Yang (2009) find economically significant quantitative difference...

It is universally agreed concept that education is a corner s‌tone for socio economic transformation.  Education has been recognized as weapon to fight backwardness, poverty and illiteracy for ages. Experience have shown that all the good benefit of education has been assured only when there is quality education. However, there are visible indicators that education quality has not been s‌till a...

bile duct ligation (bdl) is shown to induce cholestasis-related liver function impairments as well as consequent cognitive dysfunctions (i.e. impaired learning and memory formation). this study investigates the effects of cholestasis (14, 21 and 28 days post bile duct ligation) on spatial and non-spatial novelty detection, using a non-associative task. male mice weighing 30-35 g were used. chol...