Comparing the Pearson and Spearman correlation coefficients across distributions and sample sizes: A tutorial using simulations and empirical data.

JCF De Winter, SD Gosling, J Potter - Psychological methods, 2016 - psycnet.apa.org
The Pearson product–moment correlation coefficient (rp) and the Spearman rank correlation
coefficient (rs) are widely used in psychological research. We compare rp and rs on 3 …

Copulas for hydroclimatic analysis: A practice‐oriented overview

F Tootoonchi, M Sadegh, JO Haerter… - Wiley …, 2022 - Wiley Online Library
A warming climate is associated with increasing hydroclimatic extremes, which are often
interconnected through complex processes, prompting their concurrence and/or succession …

[图书][B] Dependence modeling with copulas

H Joe - 2014 - books.google.com
Dependence Modeling with Copulas covers the substantial advances that have taken place
in the field during the last 15 years, including vine copula modeling of high-dimensional …

Evaluating recommendation systems

G Shani, A Gunawardana - Recommender systems handbook, 2011 - Springer
Recommender systems are now popular both commercially and in the research community,
where many approaches have been suggested for providing recommendations. In many …

Evaluating recommender systems

A Gunawardana, G Shani, S Yogev - Recommender systems handbook, 2012 - Springer
Recommender systems are now popular both commercially and in the research community,
where many approaches have been suggested for providing recommendations. In many …

[图书][B] Design and analysis of simulation experiments

JPC Kleijnen - 2018 - Springer
This contribution summarizes the design and analysis of experiments with computerized
simulation models. It focuses on two metamodel (surrogate, emulator) types, namely first …

Power outages and firm performance in Sub-Saharan Africa

MA Cole, RJR Elliott, G Occhiali, E Strobl - Journal of Development …, 2018 - Elsevier
In this paper we assess the extent to which power outages affect the sales of firms across
different African economies. We address the potential endogeneity concerns endemic in …

Global explanations of neural networks: Mapping the landscape of predictions

M Ibrahim, M Louie, C Modarres, J Paisley - Proceedings of the 2019 …, 2019 - dl.acm.org
A barrier to the wider adoption of neural networks is their lack of interpretability. While local
explanation methods exist for one prediction, most global attributions still reduce neural …

Test-retest reliability of the eating disorder examination-questionnaire (EDE-Q) in a college sample

JS Rose, A Vaewsorn, F Rosselli-Navarra… - Journal of eating …, 2013 - Springer
Abstract Background The Eating Disorder Examination-Questionnaire (EDE-Q), a widely
used self-report instrument, is often used for measuring change in eating disorder symptoms …

[图书][B] Fundamental aspects of operational risk and insurance analytics: A handbook of operational risk

MG Cruz, GW Peters, PV Shevchenko - 2015 - books.google.com
A one-stop guide for the theories, applications, and statistical methodologies essential to
operational risk Providing a complete overview of operational risk modeling and relevant …