Search Results - "SAMPLE SELECTION BIAS"

Journal Article

Presence‐only modelling using MAXENT: when can we trust the inferences?

by Yackulic, Charles B Chandler, Richard Zipkin, Elise F Royle, J. Andrew Nichols, James D Campbell Grant, Evan H Veran, Sophie O'Hara, Robert B
edited by O'Hara, Robert B
Published in Methods in ecology and evolution (01.03.2013)

“...Summary Recently, interest in species distribution modelling has increased following the development of new methods for the analysis of presence‐only data and...”

Fulltext

Journal Article

Sample selection bias and Heckman models in strategic management research

by Certo, S. Trevis Busenbark, John R Woo, Hyun‐soo Semadeni, Matthew Published in Strategic management journal (01.12.2016)

“...Research summary: The use of Heckman models by strategy scholars to resolve sample selection bias has increased by more than 700 percent over the last decade,...”

Journal Article

A theory of learning from different domains

by Ben-David, Shai Ben-David, Shai Blitzer, John Blitzer, John Crammer, Koby Crammer, Koby Kulesza, Alex Kulesza, Alex Pereira, Fernando Pereira, Fernando Vaughan, Jennifer Wortman Vaughan, Jennifer Wortman Published in Machine learning (01.05.2010)

“...Discriminative learning methods for classification perform well when training and test data are drawn from the same distribution. Often, however, we have...”

Fulltext

Journal Article

Sample Selection Bias and Presence-Only Distribution Models: Implications for Background and Pseudo-Absence Data

by Steven J. Phillips Miroslav Dudik Jane Elith Catherine H. Graham Anthony Lehmann John Leathwick Simon Ferrier Published in Ecological applications (01.01.2009)

“...Most methods for modeling species distributions from occurrence records require additional data representing the range of environmental conditions in the...”

Fulltext

Journal Article

Good, better, engaged? The effect of company-initiated customer engagement behavior on shareholder value

by Beckers, Sander F.M van Doorn, Jenny Verhoef, Peter C Published in Journal of the Academy of Marketing Science (01.05.2018)

“...In today’s connected world, customer engagement behaviors are very important. Many companies launch initiatives to stimulate customer engagement. However,...”

Journal Article

A unifying view on dataset shift in classification

by Moreno-Torres, Jose G Raeder, Troy Alaiz-Rodríguez, Rocío Chawla, Nitesh V Herrera, Francisco Published in Pattern recognition (2012)

“...The field of dataset shift has received a growing amount of interest in the last few years. The fact that most real-world applications have to cope with some...”

Publication

Misclassification in binary choice models with sample selection

by Arezzo, Maria Felice Published in Econometrics (2019)

“...Most empirical work in the social sciences is based on observational data that are often both incomplete, and therefore unrepresentative of the population of...”

Fulltext

Journal Article

Active and Semisupervised Learning for the Classification of Remote Sensing Images

by Persello, Claudio Bruzzone, Lorenzo Published in IEEE transactions on geoscience and remote sensing (01.11.2014)

“...This paper aims at analyzing and comparing active learning (AL) and semisupervised learning (SSL) methods for the classification of remote sensing (RS) images...”

Journal Article

The risk of gambling problems in the general population: a reconsideration

by Harrison, Glenn W Lau, Morten I Ross, Don
18.10.2019

“...This accepted manuscript includes the technical appendices. We examine the manner in which the population prevalence of disordered gambling has usually been...”

Fulltext

Journal Article

Adoption behavior of green control techniques by family farms in China: Evidence from 676 family farms in Huang-huai-hai Plain

by Gao, Yang Zhang, Xiao Lu, Jiao Wu, Lei Yin, Shijiu Published in Crop protection (01.09.2017)

“...Technique adoption behavior by family farms comprises three stages with progressive relation, including information collection, adoption willingness, and...”

Publication

The Transition from University to Work in Italy (1998-2011): Over-education and Gender Differences across Fields of Study

by Luigi, Nicola Santangelo, Federica
01.01.2017

“...With higher education expanding, there is a higher likelihood that graduates are employed in jobs for which their education level is superior to the required...”

Journal Article

Sample selection bias in fisheries technical efficiency studies using stochastic frontiers; presence and correction for an artisanal fishery in Northwest Spain

by García-de-la-Fuente, Laura Fernández-Vázquez, Esteban Ramos-Carvajal, Mª Carmen Published in Ocean & coastal management (01.12.2020)

“...Technical efficiency (TE) is a key topic in fishery economics due to its relevance in guiding fishing regulations and policy measures. In some territories, the...”

Journal Article

The representativeness and spatial bias of volunteered geographic information: a review

by Zhang, Guiming Zhu, A-Xing Published in Annals of GIS (03.07.2018)

“...Many applications of volunteered geographic information (VGI) involve inferring the properties of the underlying population from a sample consisting of VGI...”

Journal Article

The T Index: Measuring the Reliability of Accuracy Estimates Obtained from Non-Probability Samples

by Waldner, François Published in Remote sensing (Basel, Switzerland) (03.08.2020)

“...In remote sensing, the term accuracy typically expresses the degree of correctness of a map. Best practices in accuracy assessment have been widely researched...”

Fulltext

Journal Article

Lifting the veil: using a quasi-replication approach to assess sample selection bias in patent-based studies

by Criscuolo, P Alexy, O Sharapov, D Salter, A
09.10.2018

“...Research summary Patent data is a valued source of information for strategy research. However, patent‐based studies may suffer from sample selection bias given...”

Journal Article

Measuring teaching quality in higher education: assessing selection bias in course evaluations

by Maarten Goos Anna Salomons Published in Research in higher education (01.06.2017)

“...Student evaluations of teaching (SETs) are widely used to measure teaching quality in higher education and compare it across different courses, teachers,...”

Journal Article

ROC curves and nonrandom data

by Cook, Jonathan Aaron Published in Pattern recognition letters (01.01.2017)

“...•This paper shows that ROC curves that are constructed with nonrandom data are biased.•The magnitude of this bias is explored using simulations.•A procedure...”

Journal Article

Corporate Social Performance and Financial Performance: Sample-Selection Issues

by Shahzad, Ali M Sharfman, Mark P Published in Business & society (01.07.2017)

“...The vast majority of extant empirical research examining the relationship between corporate social performance (CSP) and financial performance (FP) selects...”

Fulltext

Journal Article

Behavioral responses to surveys about nicotine dependence

by Harrison, Glenn W Published in Health economics (01.12.2017)

“...Behavioral responses to surveys can significantly affect inferences about population prevalence unless correctly modeled statistically. An important case study...”

Journal Article

Social Valuation Across Multiple Audiences: The Interplay of Ability and Identity Judgments

by Fini, R Jourdan, J Perkmann, M
06.12.2017

“...How is an evaluating audience influenced by previous evaluations made by another audience? This question is critical to individuals and organizations reaching...”

Fulltext

1
2
3
4
5
6
7
8
9
10
11
Next »
[20]

Narrow search