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Data & Analytics · Econometrics and empirical research
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Load built-in CausalPy example datasets for demos, tutorials, tests, and quick causal-analysis prototypes. | pymc-labs/ | 1.2k | — | ~587 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2 | 生成研究/项目架构图、流程图、层次图（swimlane / processflow / hierarchytree）。适合 PPT 汇报、技术文档、综述插图。输出风格接近 draw.io，可选 graphviz（高质量）/ matplotlib（零依赖）双后端。 | csmar432/ | 109 | — | ~1.5k | Automated safety check: Pass | MIT | 4 days ago |
| 3 | Systematic dataset profiling protocol for empirical research. | aspi6246/ | 159 | — | ~2k | Automated safety check: Pass | No licence | 1 mo ago |
| 4 | Panel data analysis with Python using linearmodels and pandas. | meleantonio/ | 646 | 2 repos | ~804 | Automated safety check: Pass | Unknown | 14 days ago |
| 5 | World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics. | alirezarezvani/ | 28k | 1 repo | ~2.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 6 | Clean and transform messy data in Stata with reproducible workflows | meleantonio/ | 646 | 2 repos | ~1.8k | Automated safety check: Pass | Unknown | 14 days ago |
| 7 | Production-grade Bayesian causal inference with PyMC, CausalPy, and DoWhy. | brycewang-stanford/ | 4.6k | — | ~2k | Automated safety check: Pass | MIT | 5 days ago |
| 8 | This skill covers causal machine learning methods in applied economics and quantitative social science. | brycewang-stanford/ | 4.6k | — | ~2.2k | Automated safety check: Pass | Unknown | 5 days ago |
| 9 | Panel data, IV/GMM, system regression. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~3.2k | Automated safety check: Pass | Unknown | 5 days ago |
| 10 | Econometrics skill for OLS regression and linear models. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.2k | Automated safety check: Pass | Unknown | 5 days ago |
| 11 | 11.Pyfixest Fast high-dimensional fixed effects: OLS, Poisson, IV with multi-way FE; DiD (TWFE, did2s, Sun-Abraham); clustered SEs; etable/coefplot/iplot. | brycewang-stanford/ | 4.6k | — | ~3.5k | Automated safety check: Pass | Unknown | 5 days ago |
| 12 | 12.ML Causal Econometrics skill for machine learning methods in causal inference. | brycewang-stanford/ | 4.6k | — | ~4k | Automated safety check: Pass | Unknown | 5 days ago |
| 13 | 13.Data Deposit Prepare a replication package for the sewage-house-prices project. | brycewang-stanford/ | 4.6k | — | ~1.2k | Automated safety check: Notes | Unknown | 5 days ago |
| 14 | Julia-based econometric and structural estimation for computationally intensive tasks. | brycewang-stanford/ | 4.6k | — | ~1.4k | Automated safety check: Pass | Unknown | 5 days ago |
| 15 | Stata-to-Python translation for data analysis. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~6.2k | Automated safety check: Pass | Unknown | 5 days ago |
| 16 | 16.Stats Econometrics skill for descriptive statistics and summary tables. | brycewang-stanford/ | 4.6k | — | ~2k | Automated safety check: Pass | Unknown | 5 days ago |
| 17 | 17.Check Env Verifies required tools (Quarto, uv, Python, R, Stata, TeX) and Jupyter kernels are installed. | brycewang-stanford/ | 4.6k | — | ~578 | Automated safety check: Notes | Unknown | 5 days ago |
| 18 | 18.Figure Econometrics skill for generating publication-quality figures for top economics journals. | brycewang-stanford/ | 4.6k | — | ~5.9k | Automated safety check: Pass | Unknown | 5 days ago |
| 19 | A skill your agent uses when writing Python code for DSGE models, HANK models, numerical economic computation, causal inference, or quantitative economic data analysis | brycewang-stanford/ | 4.6k | — | ~7.9k | Automated safety check: Pass | Unknown | 5 days ago |
| 20 | A skill your agent uses when the user asks to "design an experiment", "build a predictive model", "run A/B test analysis", "perform causal inference", "engineer features", "evaluate model… | borghei/ | 891 | — | ~1.7k | Automated safety check: Pass | MIT | 3 days ago |
| 21 | 科研分析能力入口：统计、因果推断、数据清洗与可视化。Use for statistics, econometrics, wrangling, causal inference, charts, and publication figures. | wentorai/ | 858 | — | ~169 | Automated safety check: Pass | Unknown | 1 mo ago |
| 22 | 将用户的研究描述转换为高质量学术图表，自动推荐最佳图表类型并生成matplotlib/seaborn代码，输出≥300 DPI的PDF/SVG/PNG。 | csmar432/ | 109 | — | ~2.6k | Automated safety check: Pass | MIT | 4 days ago |
| 23 | 23.Analyze End-to-end data analysis dispatching Coder and Data-engineer for implementation, coder-critic for review. | brycewang-stanford/ | 4.6k | — | ~2.2k | Automated safety check: Notes | Unknown | 5 days ago |
| 24 | Clean and transform messy data for analysis in Python, R, or Stata | brycewang-stanford/ | 4.6k | — | ~2.9k | Automated safety check: Pass | Unknown | 5 days ago |
| 25 | Data science methodology for Python research: EDA, validation, causal inference (IV, DiD, RD, synthetic control), clustering/PCA/UMAP, supervised ML, geospatial, visualization. | brycewang-stanford/ | 4.6k | — | ~9.8k | Automated safety check: Pass | Unknown | 5 days ago |
| 26 | 26.Event Study A skill your agent uses whenever the user wants to conduct an event study, create event study plots, test for parallel trends, implement difference-in-differences designs, or work with any panel… | brycewang-stanford/ | 4.6k | — | ~1.7k | Automated safety check: Pass | Unknown | 5 days ago |
| 27 | A skill your agent uses for the Monte Carlo and numerical-illustration component of an Econometric Theory (ET) paper — designing simulations that show finite-sample behavior tracks the asymptotics… | franklee16/ | 223 | 1 repo | ~905 | Automated safety check: Pass | No licence | 22 days ago |
| 28 | A skill your agent uses when running estimation and inference for a Journal of Applied Econometrics (JAE) manuscript so the analysis is reproducible and archive-ready — every table/figure… | franklee16/ | 223 | 1 repo | ~629 | Automated safety check: Pass | No licence | 22 days ago |
| 29 | A skill your agent uses when designing or defending the empirical identification of a Journal of Applied Econometrics (JAE) manuscript — a credible strategy applied to real data, with assumptions… | franklee16/ | 223 | 1 repo | ~707 | Automated safety check: Pass | No licence | 22 days ago |
| 30 | A skill your agent uses when positioning a Journal of Business & Economic Statistics (JBES) methods paper against prior econometric and statistical methods. | franklee16/ | 223 | 1 repo | ~924 | Automated safety check: Pass | No licence | 22 days ago |
| 31 | A skill your agent uses when designing the Monte Carlo study and empirical illustration that demonstrate a Journal of Econometrics (JoE) method works in finite samples. | franklee16/ | 223 | 1 repo | ~933 | Automated safety check: Pass | No licence | 22 days ago |
| 32 | A skill your agent uses when targeting Journal of Business and Economic Statistics (JBES) or deciding whether a manuscript at the statistics/econometrics interface fits this venue. | franklee16/ | 223 | 1 repo | ~1.5k | Automated safety check: Pass | No licence | 22 days ago |
| 33 | A skill your agent uses when targeting 《数量经济技术经济研究》(The Journal of Quantitative & Technological Economics, JQTE) — the CASS journal for quantitative economics, econometric methods, technical… | franklee16/ | 223 | 1 repo | ~595 | Automated safety check: Pass | No licence | 22 days ago |
| 34 | A skill your agent uses when executing and reporting the analysis for a Management Science (INFORMS) manuscript — proving and numerically verifying analytical results, or estimating and validating… | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 22 days ago |
| 35 | A skill your agent uses when choosing and defending the method for a Management Science (INFORMS) manuscript — selecting an analytical modeling approach (optimization, stochastic, game/economic… | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 22 days ago |
| 36 | A skill your agent uses when estimating and validating the model for a Marketing Science manuscript — running structural estimation (GMM/MLE/SMM/Bayes), checking identification empirically… | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 22 days ago |
| 37 | 37.Mksc Methods A skill your agent uses when the empirical/analytical approach is the bottleneck for a Marketing Science manuscript — choosing among structural econometrics, analytical modeling, and… | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 22 days ago |
| 38 | A skill your agent uses when building the formal model for a Marketing Science manuscript — turning a marketing phenomenon into an analytical (game-theoretic) model or a structural econometric model… | franklee16/ | 223 | 1 repo | ~932 | Automated safety check: Pass | No licence | 22 days ago |
| 39 | A skill your agent uses when targeting Review of Economics and Statistics (REStat) or deciding whether an applied econometrics manuscript fits this venue. | franklee16/ | 223 | 1 repo | ~1.6k | Automated safety check: Pass | No licence | 22 days ago |
| 40 | Generates complete two-sample Mendelian randomization research designs from a user-provided outcome, exposure or exposure family, and robustness direction. | aipoch/ | 1.9k | — | ~4.5k | Automated safety check: Pass | MIT | 23 days ago |
| 41 | Apply EconML for causal inference combining machine learning and econometrics | wentorai/ | 298 | 1 repo | ~1.8k | Automated safety check: Pass | MIT | 3 mo ago |
| 42 | Strategic statistical modeling, experimentation, and causal inference | wentorai/ | 298 | 1 repo | ~2.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 43 | Clean, transform, and validate messy research data using Stata | wentorai/ | 298 | 1 repo | ~2.1k | Automated safety check: Pass | MIT | 3 mo ago |
| 44 | Apply ARIMA, VAR, cointegration, and time series econometric methods | wentorai/ | 298 | 1 repo | ~1.7k | Automated safety check: Pass | MIT | 3 mo ago |
| 45 | Parameterized Python empirical-analysis and machine-learning workflow for applied economics, public health epidemiology, supervised ML, and ML causal inference. | Drchronx/ | 139 | — | ~3k | Automated safety check: Pass | Unknown | 4 mo ago |
| 46 | 46.Epidemiology Performs epidemiological analyses including disease modeling (SIR/SEIR), outbreak investigation, risk factor identification, incidence/prevalence estimation, and causal inference from observational… | aipoch/ | 1.9k | — | ~1.1k | Automated safety check: Pass | MIT | 23 days ago |
| 47 | A skill your agent uses when designing or auditing The Econometrics Journal (EctJ) Monte Carlo simulations, empirical applications, estimator comparisons, robustness checks, computation, seeds, and… | brycewang-stanford/ | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | 13 days ago |
| 48 | A skill your agent uses when running and reporting the analysis for a Journal of the Academy of Marketing Science (JAMS) manuscript — selecting the estimator that matches the design (SEM/PLS, HLM… | brycewang-stanford/ | 1.2k | — | ~1.9k | Automated safety check: Pass | MIT | 13 days ago |
