Gail A Fish,Walter L Leite
Gail A Fish
Propensity score analyses (PSA) of continuous treatments often operationalize the treatment as a multi-indicator composite, and its composite reliability is unreported. Latent variables or factor scores accounting for this unreliability are...
SMART Binary: New Sample Size Planning Resources for SMART Studies with Binary Outcome Measurements [0.03%]
SMART二元结果测量研究的样本量计算新资源
John J Dziak,Daniel Almirall,Walter Dempsey et al.
John J Dziak et al.
Sequential Multiple-Assignment Randomized Trials (SMARTs) play an increasingly important role in psychological and behavioral health research. This experimental approach enables researchers to answer scientific questions about how to sequen...
Environment-by-PGS Interaction in the Classical Twin Design: An Application to Childhood Anxiety and Negative Affect [0.03%]
经典双生子设计中的环境与基因多效性交互作用——儿童焦虑和消极情绪的应用研究
Susanne Bruins,Jouke-Jan Hottenga,Michael C Neale et al.
Susanne Bruins et al.
One type of genotype-environment interaction occurs when genetic effects on a phenotype are moderated by an environment; or when environmental effects on a phenotype are moderated by genes. Here we outline these types of genotype-environmen...
Binding the Person-Specific Approach to Modern AI in the Human Screenome Project: Moving past Generalizability to Transferability [0.03%]
结合人类屏幕ome项目规范现代人工智能中的个体化方法：从泛化走向迁移
Nilam Ram,Nick Haber,Thomas N Robinson et al.
Nilam Ram et al.
Advances in ability to comprehensively record individuals' digital lives and in AI modeling of those data facilitate new possibilities for describing, predicting, and generating a wide variety of behavioral processes. In this paper, we cons...
Siwei Liu,Kathleen M Gates,Emilio Ferrer
Siwei Liu
With the increased use of time series data in human research, ranging from ecological momentary assessments to data passively obtained, researchers can explore dynamic processes more than ever before. An important question researchers must ...
Permutation Tests for Assessing Potential Non-Linear Associations between Treatment Use and Multivariate Clinical Outcomes [0.03%]
用于评估治疗使用与多维临床结果之间潜在非线性关联的置换检验
Boyu Ren,Stuart R Lipsitz,Garrett M Fitzmaurice et al.
Boyu Ren et al.
In many psychometric applications, the relationship between the mean of an outcome and a quantitative covariate is too complex to be described by simple parametric functions; instead, flexible nonlinear relationships can be incorporated usi...
Alexandra Lane Perez,Eric Loken
Alexandra Lane Perez
Following Kelderman and Molenaar's demonstration that a factor model with person specific factor loadings is almost indistinguishable from the standard factor model in terms of overall fit, we examined person specific measurement models in ...
A Mixed-Effects Model in Which the Parameters of the Autocorrelated Error Structure Can Differ between Individuals [0.03%]
自相关误差结构的参数可因个体而异的混合效应模型
Steffen Nestler
Steffen Nestler
Research in psychology has seen a rapid increase in the usage of experience sampling methods and daily diary methods. The data that result from using these methods are typically analyzed with a mixed-effects or a multilevel model because it...
Jacob M Schauer
Jacob M Schauer
A prominent approach to studying the replication crisis has been to conduct replications of several different scientific findings as part of the same research effort. The reported proportion of findings that these programs determined failed...
A Time-Varying Dynamic Partial Credit Model to Analyze Polytomous and Multivariate Time Series Data [0.03%]
一种分析多项和多元时间序列数据的时变动态部分信用模型
Sebastian Castro-Alvarez,Laura F Bringmann,Rob R Meijer et al.
Sebastian Castro-Alvarez et al.
The accessibility to electronic devices and the novel statistical methodologies available have allowed researchers to comprehend psychological processes at the individual level. However, there are still great challenges to overcome as, in m...