نتایج جستجو برای: partial least squares least squares

تعداد نتایج: 605324  

2016
Carlos M. Afonso José L. Roldán

This study analyzes the effects of several post-adoption behaviors (extent of use, routinization and infusion) on overall performance in using an Electronic Document Management System (EDMS). Furthermore, the authors test whether the routinization and infusion variables mediate the influence of the extent of use on overall performance. This research collects data from a survey answered by 2,175...

Journal: :MIS Quarterly 2015
Theo K. Dijkstra Jörg Henseler

This paper resumes the discussion in information systems research on the use of partial least squares (PLS) path modeling and shows that the inconsistency of PLS path coefficient estimates in the case of reflective measurement can have adverse consequences for hypothesis testing. To remedy this, the study introduces a vital extension of PLS: consistent PLS (PLSc). PLSc provides a correction for...

Journal: :Journal of Machine Learning Research 2017
Marco Singer Tatyana Krivobokova Axel Munk

We consider the kernel partial least squares algorithm for non-parametric regression with stationary dependent data. Probabilistic convergence rates of the kernel partial least squares estimator to the true regression function are established under a source and an effective dimensionality condition. It is shown both theoretically and in simulations that long range dependence results in slower c...

2010
Günter Rote

We consider the problem of translating a given pattern set B of size m, and matching every point of B to some point of a larger ground set A of size n in an injective way, minimizing the sum of the squared distances between matched points. We show that when B can only be translated along a line, there can be at most m(n − m) + 1 different matchings as B moves along the line, and hence the optim...

2010
William Robson Schwartz

Analysis of images involving humans is of significant interest in computer vision because problems such as detection, modeling, recognition, and tracking are fundamental to model interactions between people and understand highlevel activities. Visual information contained in images is generally represented using feature descriptors. Many general classes of descriptors have been proposed focusin...

Journal: :European Journal of Operational Research 2012
Wei-Wen Wu Lawrence W. Lan Yu-Ting Lee

The Global Information Technology Report released by the World Economic Forum (WEF) has employed networked readiness index (NRI) to measure the global competitiveness of a country’s information and communication technologies (ICT) diffusion. The final NRI overall scores were measured by an arithmetic mean aggregation of the composite pillars scores, which implicitly assumed that all the pillars...

2015
Keith MacMillan Kevin Money Arthur Money Steve Downing

Several theorists advocate the application of relationship marketing concepts to the not-for-profit organisation (NPO) sector. The authors build on these contributions to adapt and extend the Morgan and Hunt [J. Mark. 58 (1994) 20] commitment– trust model to the NPO sector. The proposed model is applied to the relationship between an NPO and its organisational funders and is empirically tested....

Journal: :JASIST 2011
Shahriar Akter John D'Ambra Pradeep Kumar Ray

The aim of this research is to advance both the theoretical conceptualization and the empirical validation of trustworthiness in mHealth (mobile health) information services research. Conceptually, it extends this line of research by reframing trustworthiness as a hierarchical, reflective construct, incorporating ability, benevolence, integrity, and predictability. Empirically, it confirms that...

Journal: :Technometrics 2016
R. Dennis Cook Zhihua Su

Partial least squares (PLS) is a widely used method for prediction in applied statistics, especially in chemometrics applications. However, PLS is not invariant or equivariant under scale transformations of the predictors, which tends to limit its scope to regressions in which the predictors are measured in the same or similar units. Cook et al. (2013) built a connect between nascent envelope m...

Journal: :JTAER 2013
Patrick Mikalef Michail N. Giannakos Adamantia G. Pateli

Social Media has been gaining popularity worldwide over the last years at an increasingly growing rate. Motivated by this fact, firms are piloting different approaches of promoting their products and services to consumers in order to capitalize on the prominence of such websites. However, there is much debate in the academic and business community about the potential of social media as a platfo...

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