Estimating psychological networks and their accuracy: A tutorial paper

S Epskamp, D Borsboom, EI Fried - Behavior research methods, 2018 - Springer
The usage of psychological networks that conceptualize behavior as a complex interplay of
psychological and other components has gained increasing popularity in various research …

Multivariate modeling with copulas and engineering applications

J Yan - Springer handbook of engineering statistics, 2023 - Springer
This chapter reviews multivariate modeling using copulas with illustrative applications in
engineering such as multivariate process control and degradation analysis. A copula …

[BOK][B] Surrogates: Gaussian process modeling, design, and optimization for the applied sciences

RB Gramacy - 2020 - taylorfrancis.com
Computer simulation experiments are essential to modern scientific discovery, whether that
be in physics, chemistry, biology, epidemiology, ecology, engineering, etc. Surrogates are …

Pretest with caution: Event-study estimates after testing for parallel trends

J Roth - American Economic Review: Insights, 2022 - aeaweb.org
This paper discusses two important limitations of the common practice of testing for
preexisting differences in trends (“pre-trends”) when using difference-in-differences and …

Fetal Medicine Foundation fetal and neonatal population weight charts

KH Nicolaides, D Wright, A Syngelaki… - … in Obstetrics & …, 2018 - Wiley Online Library
Objective To develop fetal and neonatal population weight charts. The rationale was that,
while reference ranges of estimated fetal weight (EFW) are representative of the whole …

[PDF][PDF] phytools: an R package for phylogenetic comparative biology (and other things)

LJ Revell - Methods in ecology and evolution, 2012 - drive.google.com
phytools: an R package for phylogenetic comparative biology (and other things) Page 1
APPLICATION phytools: an R package for phylogenetic comparative biology (and other things) …

Machine learning reveals serum sphingolipids as cholesterol-independent biomarkers of coronary artery disease

AM Poss, JA Maschek, JE Cox… - The Journal of …, 2020 - Am Soc Clin Investig
BACKGROUND Ceramides are sphingolipids that play causative roles in diabetes and heart
disease, with their serum levels measured clinically as biomarkers of cardiovascular disease …

Sample size planning for classification models

C Beleites, U Neugebauer, T Bocklitz, C Krafft… - Analytica chimica …, 2013 - Elsevier
In biospectroscopy, suitably annotated and statistically independent samples (eg patients,
batches, etc.) for classifier training and testing are scarce and costly. Learning curves show …

Valid post-selection inference

R Berk, L Brown, A Buja, K Zhang, L Zhao - The Annals of Statistics, 2013 - JSTOR
It is common practice in statistical data analysis to perform data-driven variable selection
and derive statistical inference from the resulting model. Such inference enjoys none of the …

[BOK][B] Introducing monte carlo methods with r

CP Robert, G Casella, G Casella - 2010 - Springer
The purpose of this book is to provide a self-contained entry into Monte Carlo computational
techniques. First and foremost, it must not be confused with a programming addendum to …