交叉滞后面板模型(Cross-Lagged Panel Model, CLPM)是描述变量之间相互关系的一种纵向数据分析方法。 Cross-lagged panel analysis is an analytical strategy used to describe reciprocal relationships, or directional influences, between variables over time (Kearney, 2017). The cross-lagged panel model (CLPM) ...
5. Stata：Stata是另一款广泛使用的统计分析软件，它提供了面板数据分析的功能，可以用于交叉滞后面板分析。6. powRICLPM：这是一个R包，专门用于进行具有随机截距的交叉滞后面板模型（Random Intercepts Cross-Lagged Panel Model, RI-CLPM）分析。7. Python：Python是一种广泛使用的高级编程语言，通过使用SciPy、NumP...
关于多指标随机截距交叉滞后模型(Multiple Indicator Random Intercept Cross-Lagged Panel Model, MI RI-CLPM),在下面这篇文章的“Extension 3: The multiple indicator RI-CLPM”部分有相应介绍,感兴趣的可以仔细阅读一下。 Mulder, J. D., & Hamaker, E. L. (2021). Three Extensions of the Random Intercep...
在探索时间序列变量间的复杂交互关系时，交叉滞后面板模型（Cross-Lagged Panel Model, CLPM）显得尤为重要。它不仅关注同步相关、自回归效应，还深入分析了跨时间点的交叉滞后效应。CLPM的核心在于揭示预测性动态，但潜在的挑战在于区分个体间和个体内效应，可能导致混淆。为克服这一局限，Hamaker等人提出的随...
随机截距交叉滞后模型（Random Intercept Cross-Lagged Panel Model, RI-CLPM）详解随机截距交叉滞后模型（RI-CLPM）是基于传统的交叉滞后面板模型（CLPM）的扩展，它在分析中引入了随机截距，以区分个体间的稳定差异和个体内随时间的变化。RI-CLPM的核心在于控制了同一时间点内变量间的相关性和时间稳定性，...
The cross-lagged panel model (CLPM) is a widely used technique for examining reciprocal causal effects using longitudinal data. Critics of the CLPM have noted that by failing to account for certain person-level associations, estimates of these causal effects can be biased. Because of this, ...
Thisisaunivariateautoregressivemodel yittiytytytit yy 1,1, 1, ytyt y Autoregressive(Simplex)Model Canberepresentedasapathdiagram: y1y2 e1 1 y3y4 e2 1 e3 1 y1istreatedaspredetermined Cross-laggedpanelmodel Univariatesimplexmodelcanbeextended tothebivariatecase Cross-laggedpanelmodel(Campbell1960; ...
Cross-lagged Panel Models - CCSR 下载积分: 1000 内容提示: Cross-lagged Panel ModelsPatrick Sturgis, Department of Sociology, University of Surrey 文档格式:PDF | 页数:18 | 浏览次数:213 | 上传日期:2013-01-31 13:26:37 | 文档星级: Cross-lagged Panel ModelsPatrick Sturgis, Department of ...
Random Intercept Cross-Lagged Panel Models (RI-CLPM) Mplus Web Talks Web Talk 5:Can Cross-Lagged Panel Modeling Be Relied On to Establish Cross-Lagged Effects?, November 2022. RI-CLPM Theory
交叉滞后面板网络cross-lagged panel network (CLPN) 代码学习 603 -- 0:16 App 交叉滞后面板网络分析 282 1 0:28 App 交叉滞后面板网络分析 纵向时间网络分析 cross-lagged panel network (CLPN) 78 -- 0:30 App 交叉滞后面板网络(cross-lagged panel network)代码学习 573 -- 0:13 App 纵向时间症状...