Results 251 to 260 of about 424,647 (298)

Generalized Linear and Nonlinear Regression

2014
Multiple linear regression is a powerful method of exploring relationships between a response Y and a set of potential explanatory variables \(x_1,\ldots , x_p\), but it has an obvious limitation: it assumes the predictive relationship is, on average, linear.
Robert E. Kass, Uri T. Eden, Emery N. Brown   +2 more
openaire   +1 more source

A general framework for robust compressive sensing based nonlinear regression

2012 IEEE 7th Sensor Array and Multichannel Signal Processing Workshop (SAM), 2012
In this paper, we present a general framework for robust nonlinear regression that leverages concepts from the field of compressive sensing to simultaneously detect outliers and determine optimally sparse representations of noisy data from arbitrary sets of basis functions.
Brian Moore, Balasubramaniam Natarajan
openaire   +1 more source

On generalized elliptical quantiles in the nonlinear quantile regression setup

TEST, 2014
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Hlubinka, Daniel, Šiman, Miroslav
openaire   +1 more source

Confirmation of multiple outliers in generalized linear and nonlinear regressions

Computational Statistics & Data Analysis, 1997
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Fung, WK, Lee, AH
openaire   +2 more sources

NL: A Statistical Package for General Nonlinear Regression Problems

1986
NL is a statistical package designed for nonlinear regression problems, taking into account the heteroscedasticity of variance, if any. The algorithm for the estimation of the regression parameters is adapted to the topic but it also presents possibilities for future extensions.
S. Huet, A. Messéan
openaire   +1 more source

Fitting De Wit competition models with general nonlinear regression programs

Ecological Modelling, 1988
Abstract Replacement series competition studies are frequently analyzed with specially designed computer programs. Commonly available nonlinear regression programs can be used to analyze such experiments with little loss of efficiency, if two indicator variables are added to the data.
Lawrence C. Larsen, William A. Williams
openaire   +1 more source

THE GENERALIZED INVERSE, WITH NONLINEAR REGRESSION AND MATHEMATICAL PROGRAMMING APPLICATIONS

Decision Sciences, 1975
This paper is a tutorial exposition on the generalized inverse of a matrix with typical applications to regression analysis and mathematical programming. The exposition contains examples exhibiting geometrical motivation and related facts useful in application of the generalized inverse.
Henry P. Decell, Elric N. McHenry
openaire   +1 more source

Nonlinear Regression, Quasi Likelihood, and Overdispersion in Generalized Linear Models

The American Statistician, 1998
Abstract The aim of this article is to reconsider the methods for handling of overdispersion in generalized linear models proposed by McCullagh and Nelder. Our starting point will be a nonlinear regression model with normal errors, specified by a mean function, a variance function and a matrix of covariates.
openaire   +1 more source

Nonlinear regression using order statistics from the multivariate generalized hyperbolic distributions

Communications in Statistics - Simulation and Computation, 2019
In this paper, by considering an (n+1)-dimensional random vector (X1,X2,….,Xn,Y)T from the multivariate generalized hyperbolic (GH) distribution, we derive the joint distribution of Y and the order...
M. Amiri, R. Roozegar, A. Jamalizadeh
openaire   +1 more source

Construction and Application of public Building Virtual Generator Based on Multiple Nonlinear Regression

2021 IEEE 11th Annual International Conference on CYBER Technology in Automation, Control, and Intelligent Systems (CYBER), 2021
As the main power consumption system of public buildings, central air-conditioning can be constructed as a virtual generator unit to participate in the operation of power system because of its flexible and adjustable characteristics. There are many electrical devices in the central air conditioning system, and the coupling relationship between the ...
Bing Wang, Lin Cong, Na Li, Nan Wang, Xichao Zhou, Jianyong Ding, Ciwei Gao   +6 more
openaire   +1 more source