The problem of construction a new mathematical model the gas consumption process is considered in this paper. presented as an additive mixture three components: cyclic random process, trend component and stochastic residue. obtaining components carried out on basis caterpillar method, thus ten singular decomposition. In approach, formed from sum nine schedule, which have one thing common – repe...

Bayesian hierarchical models have been used for smoothing splines, thin-plate splines, and L-splines. In analyzing high dimensional data sets, additive models and backfitting methods are often used. A full Bayesian analysis for such models may include a large number of random effects, many of which are not intuitive, so researchers typically use noninformative improper or nearly improper priors...

Generalized additive models are an effective regression tool, popular in the statistics literature, that provides an automatic extension of traditional linear models to nonlinear systems. We present a distributed algorithm for fitting generalized additive models, based on the alternating direction method of multipliers (ADMM). In our algorithm the component functions of the model are fit indepe...

generation mean analysis was carried out to estimate the nature andmagnitude of gene effects for sugar yield and its component traits in sweet sorghum[sorghum bicolor (l.) moench. six basic generations, namely p1, p2, f1, f2,bc1p1, bc1p2 of four crosses involving seven diverse parents were evaluated inrainy 2009. the mean performance of the f1 in all the crosses indicated dominantgene effect fo...

Abstract A novel defect-based fatigue model for the prediction of S–N (stress versus number cycles) data points and curves is proposed in this paper. The capable predicting material performance based on defect size location from surface. factor was introduced obtained notch theory, which considers sensitivity as well stress concentration using finite element method. newly developed equation app...

Multi-phase surveys are often conducted in forest inventory, with the goal of estimating forested area and tree characteristics over large regions. This article describes how design-based estimation of such quantities, based on information gathered during ground visits of sampled plots, can be made more precise by incorporating auxiliary information available from remote sensing. The relationsh...