A three-body problem: The effects of foreign language anxiety, enjoyment, and boredom on academic achievement

JM Dewaele, E Botes, R Meftah - Annual Review of Applied …, 2023 - cambridge.org
This study is part of a growing wave of interest in foreign language (FL) learners' emotions,
their sources, and their effects. Previous studies have confirmed that there is a clear …

Appropriate use of bifactor analysis in psychopathology research: Appreciating benefits and limitations

MA Bornovalova, AM Choate, H Fatimah… - Biological …, 2020 - Elsevier
Co-occurrence of psychiatric disorders is well documented. Recent quantitative efforts have
moved toward an understanding of this phenomenon, with the general psychopathology or p …

A genomic mutational constraint map using variation in 76,156 human genomes

S Chen, LC Francioli, JK Goodrich, RL Collins, M Kanai… - Nature, 2024 - nature.com
The depletion of disruptive variation caused by purifying natural selection (constraint) has
been widely used to investigate protein-coding genes underlying human disorders,,–, but …

Generalizing hierarchical and variation partitioning in multiple regression and canonical analyses using the rdacca.hp R package

J Lai, Y Zou, J Zhang… - Methods in Ecology and …, 2022 - Wiley Online Library
Canonical analysis, a generalization of multiple regression to multiple‐response variables,
is widely used in ecology. Because these models often involve many parameters (one slope …

Mapping neurotransmitter systems to the structural and functional organization of the human neocortex

JY Hansen, G Shafiei, RD Markello, K Smart… - Nature …, 2022 - nature.com
Neurotransmitter receptors support the propagation of signals in the human brain. How
receptor systems are situated within macro-scale neuroanatomy and how they shape …

A genome-wide mutational constraint map quantified from variation in 76,156 human genomes

S Chen, LC Francioli, JK Goodrich, RL Collins, M Kanai… - BioRxiv, 2022 - biorxiv.org
The depletion of disruptive variation caused by purifying natural selection (constraint) has
been widely used to investigate protein-coding genes underlying human disorders, but …

Local molecular and global connectomic contributions to cross-disorder cortical abnormalities

JY Hansen, G Shafiei, JW Vogel, K Smart… - Nature …, 2022 - nature.com
Numerous brain disorders demonstrate structural brain abnormalities, which are thought to
arise from molecular perturbations or connectome miswiring. The unique and shared …

[图书][B] Random forests

R Genuer, JM Poggi, R Genuer, JM Poggi - 2020 - Springer
The general principle of random forests is to aggregate a collection of random decision
trees. The goal is, instead of seeking to optimize a predictor “at once” as for a CART tree, to …

A meta‐analysis of voice and its promotive and prohibitive forms: Identification of key associations, distinctions, and future research directions

M Chamberlin, DW Newton, JA Lepine - Personnel Psychology, 2017 - Wiley Online Library
This article reports meta‐analyses intended to clarify and enhance our understanding of
voice and its promotive and prohibitive forms. We find that undifferentiated constructive voice …

VSURF: an R package for variable selection using random forests

R Genuer, JM Poggi, C Tuleau-Malot - The R Journal, 2015 - hal.science
This paper describes the R package VSURF. Based on random forests, and for both
regression and classification problems, it returns two subsets of variables. The first is a …