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Estimation Stability with Cross Validation (ESCV)     Lasso  model selection  parameter estimation  prediction       font style='font-size:12px;'> 2013/4/27
Cross-validation (CV) is often used to select the regularization parameter in high dimensional problems. However, when applied to the sparse modeling method Lasso, CV leads to models that are unstable...
To ensure that knowledge repositories contain high-quality knowledge, knowledge management research recommends that contributions to a repository undergo stringent validation processes. To date, howev...
Previous research has highlighted the need to examine the relationship between people and organisations. This perspective facilitates the study of organisational energy.
In this article, we derive concentration inequalities for the cross-validation estimate of the generalization error for empirical risk minimizers. In the general setting, we prove sanity-check bounds...
Complex computer codes, for instance simulating physical phenomena, are often too time expensive to be directly used to perform uncertainty, sensitivity, optimization and robustness analyses. A wide...
The aim of this paper is to test the validity and reliability of a Portuguese version of the Team Factors Inventory/TFI derived from the Creative Leadership Model. This inventory measures the propensi...
This paper presents a methodology for cross-validation in the context of Bayesian modelling of situations we loosely refer to as iverse problems It is motivated by an example from palaeoclimatology ...
The objectives of this study were to assess the construct equivalence of the Minnesota Job Satisfaction Questionnaire (MSQ), and to investigate the manifestation of job satisfaction at selected organi...
As the field of impression management studies matures, the tools used to study and assess its components continue to be refined. The present study supplies additional esting and confirmation for ...
Emotional intelligence has been discussed in the popular business press over the past few years and has recently found its way into prestigious business and industrial psychology journals. However, t...
The EEOC Uniform Guidelines for Employee Selection Procedures require validation evidence for tests having adverse impact. The Guidelines identify criterion-related, content, and construct validity s...
The purpose of the study was to evaluate an extended conceptual model depicting hypothesised relationships between employee climate, customer value and financial performance. Questionnaires assessing ...
The objectives of this study were to assess the construct equivalence of the Minnesota Job Satisfaction Questionnaire (MSQ), and to investigate the manifestation of job satisfaction at selected organi...

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