نتایج جستجو برای: generalized additive model

تعداد نتایج: 2281171  

The climate changes have an important role in distribution of plant species. Statistical species distribution models (SDMs) are widely used to predict the changes in species distribution under climate change scenarios. In the peresent study, the distribution of Alopecurus textilis in the current and future climate condition (2050) under the influence of climate change and two scenarios of RCP 4...

2004
Olaf P. Jensen Edward D. Houde

Title of Thesis: SPATIAL ECOLOGY OF BLUE CRAB (CALLINECTES SAPIDUS) IN CHESAPEAKE BAY Olaf P. Jensen, MS, 2004 Thesis Directed By: Professor Thomas J. Miller, Marine, Estuarine, and Environmental Science Department Spatial heterogeneity is a striking feature of the blue crab life history and fisheries in Chesapeake Bay. However, a quantitative assessment of their spatial distribution and the fa...

Journal: :international journal of nonlinear analysis and applications 2010
c. park a. najati

using the hyers-ulam-rassias stability method, weinvestigate isomorphisms in banach algebras and derivations onbanach algebras associated with the following generalized additivefunctional inequalitybegin{eqnarray}|af(x)+bf(y)+cf(z)|  le  |f(alpha x+ beta y+gamma z)| .end{eqnarray}moreover, we prove the hyers-ulam-rassias stability of homomorphismsin banach algebras and of derivations on banach ...

Journal: :international journal of nonlinear analysis and applications 2010
h. khodaei th. m. rassias

the goal of  this paper is to investigate the solutionand stability in random normed spaces, in non--archimedean spacesand also in $p$--banach spaces and finally the stability using thealternative fixed point of generalized additive functions inseveral variables.

Journal: :Central European journal of public health 2012
Mehmet Ali Cengiz Yuksel Terzi

There is an increasing interest in the use of hospital admission for Chronic obstructive pulmonary disease (COPD) in studies of short-term exposure effects attributed to air pollutants. However, little is known about the effect of air pollutants on COPD symptoms. This study was undertaken to determine whether there was an association between air pollutant levels and both hospital admissions and...

Journal: :Scandinavian journal of statistics, theory and applications 2009
Lan Xue Hua Liang

We study a semiparametric generalized additive coefficient model, in which linear predictors in the conventional generalized linear models is generalized to unknown functions depending on certain covariates, and approximate the nonparametric functions by using polynomial spline. The asymptotic expansion with optimal rates of convergence for the estimators of the nonparametric part is establishe...

2013
Fenglan Li Liyun Su Yun Jiang Min Sun

A novel hybrid restoration scheme of defocused image is presented, which uses multivariate generalized additive model (MGAM) which is a nonparametric statistical regression model with no curse of dimensionality and inverse filtering (InvF). In this algorithm, firstly the five features of wavelet domain in defocused digital image, which are very stable relationship with the point spread function...

Journal: :Rel. Eng. & Sys. Safety 2009
Bertrand Iooss Mathieu Ribatet

Global sensitivity analysis is used to quantify the influence of uncertain input parameters on the response variability of a numerical model. The common quantitative methods are appropriate with computer codes having scalar input variables. This paper aims at illustrating different variance-based sensitivity analysis techniques, based on the so-called Sobol’s indices, when some input variables ...

Journal: :Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards 2022

Geological information such as geological interfaces is important for the design of underground excavation and supporting measures. This in turn requires a method to predict accurately locations gap areas between boreholes. study presents generalized additive model (GAM) location interfaces. The performance GAM evaluated using both simulated data borehole determination rockhead two different fo...

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