中介分析——R包
lavaan包
包名：潜变量分析
用途：拟合多种潜变量模型，包括验证性因子分析、结构方程建模和潜变量增长曲线模型。
bruceR包
包名：用途广泛、方便高效的 R 函数
用途：
- (1) 基本 R 编程（例如，将工作目录设置为当前打开文件的路径；从任何格式的文件导入/导出数据；将表格打印到 Microsoft Word）；
- (2) 多变量计算（例如，计算规模总和/平均值/...，具有反向评分）；
- (3) 可靠性分析和因素分析；
- (4) 描述性统计和相关分析；
- (5) t检验、多因素方差分析（ANOVA）、简单效应分析、事后多重比较；
- (6) 统计模型的整洁报告（到R Console和Microsoft Word）；
- (7) 中介和调节分析（PROCESS）；
- (8) 用于统计和图形的附加工具箱。
R语言综合工具包：bruceR中文帮助文档（持续更新） - 知乎 (zhihu.com)
https://zhuanlan.zhihu.com/p/281150493
bruceR包v0.7.0：PROCESS()函数轻松实现中介效应和调节效应分析 - 知乎 (zhihu.com)https://zhuanlan.zhihu.com/p/376007591
【FAQ】R语言综合工具包bruceR的常见问题解答 - 知乎 (zhihu.com)https://zhuanlan.zhihu.com/p/432931518
processR包
devtools::install_github("cardiomoon/processR")processR的shiny交互界面：【傻瓜式】https://cardiomoon.shinyapps.io/processR
mediation包
mmabig包
包名：大数据集的多重中介分析
HIMA包
包名：高维中介分析
用途：允许基于高级中介筛选和惩罚回归技术来估计和测试高维中介效应
与中介分析有关的R包浏览
| Package | Descr | 描述 |
| lavaan | Latent Variable Analysis | 潜变量分析 |
| bruceR | Broadly Useful Convenient and Efficient R Functions | 广泛有用、方便、高效的R函数 |
| processR | Implementation of the 'PROCESS' Macro | PROCESS宏的实现 |
| mediation | Causal Mediation Analysis | 因果中介分析 |
| bama | High Dimensional Bayesian Mediation Analysis | 高维贝叶斯中介分析 |
| BayesGmed | Bayesian Causal Mediation Analysis using 'Stan' | 使用'Stan'的贝叶斯因果中介分析 |
| BayesianMediationA | Bayesian Mediation Analysis | 贝叶斯中介分析 |
| bmem | Mediation Analysis with Missing Data Using Bootstrap | 使用Bootstrap的缺失数据中介分析 |
| bmemLavaan | Mediation Analysis with Missing Data and Non-Normal Data | 缺失数据和非正态数据的中介分析 |
| bmlm | Bayesian Multilevel Mediation | 贝叶斯多水平中介分析 |
| ccmEstimator | Comparative Causal Mediation Estimation | 比较性因果中介估计 |
| ccmm | Compositional Mediation Model | 组合中介模型 |
| cfma | Causal Functional Mediation Analysis | 因果功能中介分析 |
| cmmr | CEU Mass Mediator RESTful API | CEU Mass Mediator RESTful API |
| CMMs | Compositional Mediation Model | 组合中介模型 |
| EMAS | Epigenome-Wide Mediation Analysis Study | 表观基因组范围内的中介分析研究 |
| ExactMed | Exact Mediation Analysis for Binary Outcomes | 二元结果的精确中介分析 |
| freebird | Estimation and Inference for High Dimensional Mediation and Surrogate Analysis | 高维中介分析和替代分析的估计和推断 |
| funmediation | Functional Mediation for a Distal Outcome | 远程结果的功能性中介 |
| GEEmediate | Mediation Analysis for Generalized Linear Models Using the Difference Method | 使用差异方法进行广义线性模型的中介分析 |
| gma | Granger Mediation Analysis | Granger因果中介分析 |
| GMAC | Genomic Mediation Analysis with Adaptive Confounding Adjustment | 具有自适应混淆调整的基因组中介分析 |
| hdbm | High Dimensional Bayesian Mediation Analysis | 高维贝叶斯中介分析 |
| hdbma | Bayesian Mediation Analysis with High-Dimensional Data | 具有高维数据的贝叶斯中介分析 |
| HDMAADMM | ADMM for High-Dimensional Mediation Models | 高维中介模型的ADMM方法 |
| hdmed | Methods for Mediation Analysis with High-Dimensional Mediators | 具有高维中介变量的中介分析方法 |
| HDMT | A Multiple Testing Procedure for High-Dimensional Mediation Hypotheses | 高维中介假设的多重检验程序 |
| HIMA | High-Dimensional Mediation Analysis | 高维中介分析 |
| iMediate | Likelihood Methods for Mediation Analysis | 中介分析的似然方法 |
| intmed | Mediation Analysis using Interventional Effects | 使用干预效应的中介分析 |
| JSmediation | Mediation Analysis Using Joint Significance | 使用联合显著性的中介分析 |
| macc | Mediation Analysis of Causality under Confounding | 在混淆下的因果中介分析 |
| maczic | Mediation Analysis for Count and Zero-Inflated Count Data | 计算和零膨胀计数数据的中介分析 |
| manymome | Mediation, Moderation and Moderated-Mediation After Model Fitting | 调节中介分析 |
| MarginalMediation | Marginal Mediation | 边缘中介分析 |
| MarZIC | Marginal Mediation Effects with Zero-Inflated Compositional Mediator | 具有零膨胀组合中介的边际中介效应 |
| MAZE | Mediation Analysis for Zero-Inflated Mediators | 零膨胀中介的中介分析 |
| MED | Mediation by Tilted Balancing | 倾斜平衡中的中介分析 |
| medflex | Flexible Mediation Analysis Using Natural Effect Models | 使用自然效应模型进行灵活的中介分析 |
| mediateP | Mediation Analysis Based on the Product Method | 基于乘积方法的中介分析 |
| mediationsens | Simulation-Based Sensitivity Analysis for Causal Mediation Studies | 因果中介研究的基于模拟的敏感性分析 |
| medScan | Large Scale Single Mediator Hypothesis Testing | 大规模单中介者假设检验 |
| messi | Mediation Analysis with External Summary-Level Information on Total Effect | 利用关于总效应的外部摘要级别信息进行中介分析 |
| mlma | Multilevel Mediation Analysis | 多层次中介分析 |
| mma | Multiple Mediation Analysis | 多重中介分析 |
| mmabig | Multiple Mediation Analysis for Big Data Sets | 大数据集的多重中介分析 |
| moderate.mediation | Causal Moderated Mediation Analysis | 因果调节中介分析 |
| MRmediation | A Causal Mediation Method with Methylated Region (MR) as the Mediator | 一种以甲基化区域（MR）作为中介的因果中介方法 |
| MultisiteMediation | Causal Mediation Analysis in Multisite Trials | 多中心试验中的因果中介分析 |
| mzipmed | Mediation using MZIP Model | 使用MZIP模型进行中介分析 |
| odr | Optimal Design and Statistical Power for Experimental Studies Investigating Main, Mediation, and Moderation Effects | 研究主要、中介和调节效应的实验研究的最优设计和统计功效 |
| powerMediation | Power/Sample Size Calculation for Mediation Analysis | 中介分析的功效/样本量计算 |
| purging | Simple Method for Purging Mediation Effects among Independent Variables | 在独立变量之间净化中介效应的简单方法 |
| regmed | Regularized Mediation Analysis | 规则化中介分析 |
| regmedint | Regression-Based Causal Mediation Analysis with Interaction and Effect Modification Terms | 基于回归的因果中介分析，包括交互作用和效应修正项 |
| RMediation | Mediation Analysis Confidence Intervals | 中介分析的置信区间 |
| rmpw | Causal Mediation Analysis Using Weighting Approach | 使用加权方法进行因果中介分析 |
| robmed | (Robust) Mediation Analysis | （健壮的）中介分析 |
| robmedExtra | Extra Functionality for (Robust) Mediation Analysis | （健壮的）中介分析的额外功能 |
| RsqMed | Total Mediation Effect Size Measure for High-Dimensional Mediators | 高维中介者的总中介效应尺度 |
| selfingTree | Genotype Probabilities in Intermediate Generations of Inbreeding Through Selfing | 通过自交在中间世代的近亲繁殖中的基因型概率 |
| SMUT | Multi-SNP Mediation Intersection-Union Test | 多SNP中介交集-并集检验 |
| tvmediation | Time Varying Mediation Analysis | 时间变化的中介分析 |
| twangMediation | Twang Causal Mediation Modeling via Weighting | Twang因果中介建模通过加权 |