R_note_for_Epidemiology

生成 AI 工具介绍类页面的超详细教程内容，强调工具对比、配置技巧与实战场景；当需要撰写 AI 工具介绍、配置指南、使用技巧类教程时使用

生成 AI 工具介绍类页面的超详细教程内容，强调工具对比、配置技巧与实战场景；当需要撰写 AI 工具介绍、配置指南、使用技巧类教程时使用

Generate comprehensive R introductory guides (learning paths, basic concepts, beginner tutorials) with theory + practice workflow. Use when: (1) User requests R introductory tutorials, (2) File names match 00xx-*.rmd pattern, (3) Keywords: beginner, learning path, basic knowledge, RStudio setup, RMarkdown intro.

Generate comprehensive R machine learning and AI tutorials (mlr3, tidymodels, xgboost, torch, etc.) with theory + practice workflow. Use when: (1) User requests ML/AI tutorials, (2) File names match 10xx-*.rmd pattern, (3) Keywords: classification, regression, clustering, feature engineering, hyperparameter tuning, random forest, SVM, neural networks.

Generate comprehensive R practical operation tutorials (data import/export, cleaning, transformation, regex, web scraping, environment setup) with theory + practice workflow. Use when: (1) User requests data processing or tool setup tutorials, (2) File names match 30xx-*.rmd pattern, (3) Keywords: readr, stringr, lubridate, rvest, RMarkdown/Quarto setup, Positron/RStudio config.

Generate comprehensive R package tutorials (tidyverse, data.table, mlr3, gtsummary, etc.) with theory + practice workflow. Use when: (1) User requests R package tutorials or reviews, (2) File names match [number]-[package].rmd pattern, (3) Keywords: tidyverse, dplyr, ggplot2, purrr, data.table, mlr3, package comparison.

Generate comprehensive R tutorials for specialized applications (health economics, qualitative research, signal processing, environmental epidemiology, cellular automata) with theory + practice workflow. Use when: (1) User requests domain-specific tutorials, (2) File names match 60xx-[topic].rmd pattern, (3) Keywords: TreeAge, CEA, text mining, wavelet, VMD, DLNM, WQS, BKMR, cellular automata, agent-based modeling.

Generate comprehensive R statistical method tutorials (regression, survival analysis, causal inference, Bayesian stats) with theory + practice workflow. Use when: (1) User requests statistical method tutorials, (2) File names match 10xx-*.rmd pattern, (3) Keywords: PSM, Cox, Meta-analysis, RCS, multilevel models, SEM, PCA, LCA.

Generate comprehensive R data visualization tutorials (ggplot2, chart types, styling, publication-ready plots) with theory + practice workflow. Use when: (1) User requests visualization tutorials, (2) File names match 20xx-*.rmd pattern, (3) Keywords: boxplot, scatterplot, heatmap, forestplot, sankey, ggplot2 styling, color palettes.

专用于本 Quarto 项目的前端开发指南，涵盖样式定制、布局调整与交互优化

Generate comprehensive R tutorials for specialized applications (health economics, qualitative research, signal processing, environmental epidemiology, cellular automata) with theory + practice workflow. Use when: (1) User requests domain-specific tutorials, (2) File names match 60xx-[topic].rmd pattern, (3) Keywords: TreeAge, CEA, text mining, wavelet, VMD, DLNM, WQS, BKMR, cellular automata, agent-based modeling.

Generate comprehensive R statistical method tutorials (regression, survival analysis, causal inference, Bayesian stats) with theory + practice workflow. Use when: (1) User requests statistical method tutorials, (2) File names match 10xx-*.rmd pattern, (3) Keywords: PSM, Cox, Meta-analysis, RCS, multilevel models, SEM, PCA, LCA.

Generate comprehensive R machine learning and AI tutorials (mlr3, tidymodels, xgboost, torch, etc.) with theory + practice workflow. Use when: (1) User requests ML/AI tutorials, (2) File names match 10xx-*.rmd pattern, (3) Keywords: classification, regression, clustering, feature engineering, hyperparameter tuning, random forest, SVM, neural networks.

Generate comprehensive R package tutorials (tidyverse, data.table, mlr3, gtsummary, etc.) with theory + practice workflow. Use when: (1) User requests R package tutorials or reviews, (2) File names match [number]-[package].rmd pattern, (3) Keywords: tidyverse, dplyr, ggplot2, purrr, data.table, mlr3, package comparison.

Generate comprehensive R data visualization tutorials (ggplot2, chart types, styling, publication-ready plots) with theory + practice workflow. Use when: (1) User requests visualization tutorials, (2) File names match 20xx-*.rmd pattern, (3) Keywords: boxplot, scatterplot, heatmap, forestplot, sankey, ggplot2 styling, color palettes.

Generate comprehensive R introductory guides (learning paths, basic concepts, beginner tutorials) with theory + practice workflow. Use when: (1) User requests R introductory tutorials, (2) File names match 00xx-*.rmd pattern, (3) Keywords: beginner, learning path, basic knowledge, RStudio setup, RMarkdown intro.

Generate comprehensive R practical operation tutorials (data import/export, cleaning, transformation, regex, web scraping, environment setup) with theory + practice workflow. Use when: (1) User requests data processing or tool setup tutorials, (2) File names match 30xx-*.rmd pattern, (3) Keywords: readr, stringr, lubridate, rvest, RMarkdown/Quarto setup, Positron/RStudio config.