Topic · Research & Science
Best econometrics and empirical research skills, page 2
Econometrics and empirical research skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 49 | Enforce the replication-protocol.md rule by cross-checking numeric claims in a manuscript against the actual R / Stata / Python outputs. | pedrohcgs/ | 1.6k | — | ~6.4k | Automated safety check: Notes | MIT | 10 days ago |
| 50 | Prove that the file you are about to send, publish, or hand off IS the thing you mean — before it leaves your hands. | pedrohcgs/ | 1.6k | — | ~1.2k | Automated safety check: Notes | MIT | 10 days ago |
| 51 | 51.Judea Pearl Applies Judea Pearl's causal reasoning frameworks to distinguish correlation from causation, evaluate AI capabilities, and make counterfactual decisions. | K-Dense-AI/ | 282 | — | ~1.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 52 | 经济金融论文的对抗性review循环。对草稿进行多轮严格评审，检查实证严谨性、方法正确性、理论贡献和写作质量，给出可操作的修改建议。（AI review 不能替代同行评审，草稿必须经研究者核实后投稿。） | csmar432/ | 109 | — | ~970 | Automated safety check: Pass | MIT | 2 days ago |
| 53 | This skill covers causal inference methods in observational and quasi-experimental settings. | brycewang-stanford/ | 4.5k | — | ~3.1k | Automated safety check: Pass | Unknown | 2 days ago |
| 54 | Production-grade Bayesian causal inference with PyMC, CausalPy, and DoWhy. | brycewang-stanford/ | 4.5k | — | ~2k | Automated safety check: Pass | MIT | 2 days ago |
| 55 | This skill should be used when the user asks to "implement a DiD regression", "write a causal inference pipeline", "set up an event study", "implement instrumental variables", "run a regression… | brycewang-stanford/ | 4.5k | — | ~1.5k | Automated safety check: Pass | Unknown | 2 days ago |
| 56 | 56.Causal ML This skill covers causal machine learning methods in applied economics and quantitative social science. | brycewang-stanford/ | 4.5k | — | ~2.2k | Automated safety check: Pass | Unknown | 2 days ago |
| 57 | 57.Did Analysis Econometrics skill for Difference-in-Differences (DID) analysis. | brycewang-stanford/ | 4.5k | — | ~1.7k | Automated safety check: Pass | Unknown | 2 days ago |
| 58 | 58.Game Theory This skill covers game-theoretic methods in structural econometrics and industrial organization. | brycewang-stanford/ | 4.5k | — | ~3.7k | Automated safety check: Pass | Unknown | 2 days ago |
| 59 | This skill covers formal identification arguments and proofs in structural and reduced-form econometrics. | brycewang-stanford/ | 4.5k | — | ~2.5k | Automated safety check: Pass | Unknown | 2 days ago |
| 60 | Econometrics skill for instrumental variables and treatment effect estimation. | brycewang-stanford/ | 4.5k | — | ~1.8k | Automated safety check: Pass | Unknown | 2 days ago |
| 61 | 61.Linearmodels Panel data, IV/GMM, system regression. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~3.2k | Automated safety check: Pass | Unknown | 2 days ago |
| 62 | Econometrics skill for OLS regression and linear models. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~1.2k | Automated safety check: Pass | Unknown | 2 days ago |
| 63 | 63.Panel Data Econometrics skill for panel data models. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~2.6k | Automated safety check: Pass | Unknown | 2 days ago |
| 64 | 64.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/ | 4.5k | — | ~3.5k | Automated safety check: Pass | Unknown | 2 days ago |
| 65 | 65.Rdd Analysis Econometrics skill for Regression Discontinuity Design (RDD). | brycewang-stanford/ | 4.5k | — | ~1.8k | Automated safety check: Pass | Unknown | 2 days ago |
| 66 | This skill covers reproducible research pipelines and replication packages. | brycewang-stanford/ | 4.5k | — | ~3.3k | Automated safety check: Pass | Unknown | 2 days ago |
| 67 | This skill covers structural econometric models. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~2.6k | Automated safety check: Pass | Unknown | 2 days ago |
| 68 | This skill covers academic journal submission, referee responses, and revision management. | brycewang-stanford/ | 4.5k | — | ~3.6k | Automated safety check: Pass | Unknown | 2 days ago |
| 69 | Econometrics skill for Synthetic Control Method (SCM). An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~4.2k | Automated safety check: Pass | Unknown | 2 days ago |
| 70 | Assemble, anonymize, validate, or audit a research replication package. | flonat/ | 145 | — | ~2.5k | Automated safety check: Pass | MIT | 8 days ago |
| 71 | Thoroughly verify all code, tables, figures, modeling decisions, and quantitative claims in an academic paper against its source R scripts and output files. | brycewang-stanford/ | 4.5k | — | ~2.9k | Automated safety check: Pass | Unknown | 2 days ago |
| 72 | 72.Aer Statspai A skill your agent uses when aer-identification has fixed the design, after methodology choice and before aer-robustness or aer-tables-figures, to run an AER-track analysis with StatsPAI — the… | brycewang-stanford/ | 4.5k | — | ~3k | Automated safety check: Pass | Unknown | 2 days ago |
| 73 | Assesses a research paper outline (.qmd file) against structured criteria from Kosuke Imai's empirical research guide. | brycewang-stanford/ | 4.5k | — | ~2.9k | Automated safety check: Pass | Unknown | 2 days ago |
| 74 | Validate the replication package for the sewage-house-prices project. | brycewang-stanford/ | 4.5k | — | ~984 | Automated safety check: Notes | Unknown | 2 days ago |
| 75 | Run IV, DiD, and RDD analyses in R with proper diagnostics. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~1.3k | Automated safety check: Pass | Unknown | 2 days ago |
| 76 | 76.Data Deposit Prepare a replication package for the sewage-house-prices project. | brycewang-stanford/ | 4.5k | — | ~1.2k | Automated safety check: Notes | Unknown | 2 days ago |
| 77 | Causal inference design audit for the sewage-house-prices project. | brycewang-stanford/ | 4.5k | — | ~1.5k | Automated safety check: Pass | Unknown | 2 days ago |
| 78 | Julia-based econometric and structural estimation for computationally intensive tasks. | brycewang-stanford/ | 4.5k | — | ~1.4k | Automated safety check: Pass | Unknown | 2 days ago |
| 79 | R-based econometric analysis for academic research. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~1.3k | Automated safety check: Pass | Unknown | 2 days ago |
| 80 | Map the garden of forking paths for a concrete econometric design and turn it into a machine-readable design card that the specification-search engine can walk. | brycewang-stanford/ | 4.5k | — | ~2.4k | Automated safety check: Pass | Unknown | 2 days ago |
| 81 | Manual for the marginaleffects R and Python package, and guide to the book "Model to Meaning". | brycewang-stanford/ | 4.5k | — | ~2.1k | Automated safety check: Pass | CC-BY-4.0 | 2 days ago |
| 82 | 82.New Analysis Scaffolds a method-specific analysis notebook (DiD, IV, RDD, LASSO, Panel FE) with boilerplate. | brycewang-stanford/ | 4.5k | — | ~764 | Automated safety check: Notes | Unknown | 2 days ago |
| 83 | Comprehensive multi-dimensional review of the sewage-house-prices project. | brycewang-stanford/ | 4.5k | — | ~914 | Automated safety check: Notes | Unknown | 2 days ago |
| 84 | Run the instrumented specification search in the user's own statistical language — Stata (reghdfe, ivreghdfe, rdrobust, did2s), R (fixest, rdrobust, did2s), Python (statsmodels, linearmodels) or… | brycewang-stanford/ | 4.5k | — | ~2.1k | Automated safety check: Pass | Unknown | 2 days ago |
| 85 | 85.Phack Router Entry point for the p-hacking skills suite. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~1.7k | Automated safety check: Pass | Unknown | 2 days ago |
| 86 | Name and classify p-hacking strategies, and quantify what each one does to the false-positive rate. | brycewang-stanford/ | 4.5k | — | ~893 | Automated safety check: Pass | Unknown | 2 days ago |
| 87 | 87.Review Paper Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections. | brycewang-stanford/ | 4.5k | — | ~1.6k | Automated safety check: Pass | Unknown | 2 days ago |
| 88 | A skill your agent uses when a main specification has produced a result, when preparing a paper appendix, when a reviewer requests robustness, or before declaring any empirical finding final. | brycewang-stanford/ | 4.5k | — | ~1.7k | Automated safety check: Pass | Unknown | 2 days ago |
| 89 | Multi-agent review for research presentation slides in the sewage-house-prices project (visual, econometric fidelity, proofreading, substance). | brycewang-stanford/ | 4.5k | — | ~750 | Automated safety check: Pass | Unknown | 2 days ago |
| 90 | Stata-to-Python translation for data analysis. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~6.2k | Automated safety check: Pass | Unknown | 2 days ago |
| 91 | 91.Stats Econometrics skill for descriptive statistics and summary tables. | brycewang-stanford/ | 4.5k | — | ~2k | Automated safety check: Pass | Unknown | 2 days ago |
| 92 | 92.Table Econometrics skill for creating publication-quality LaTeX regression and summary tables. | brycewang-stanford/ | 4.5k | — | ~3.3k | Automated safety check: Pass | Unknown | 2 days ago |
| 93 | 根据目标期刊要求，对论文进行投稿前全面检查，涵盖格式、引用、图表、数据可用性等所有投稿必需项. An agent skill from csmar432/finai-research. | csmar432/ | 109 | — | ~1.2k | Automated safety check: Pass | MIT | 2 days ago |
| 94 | Add causal reasoning to agent actions. An agent skill from sundial-org/awesome-openclaw-skills. | sundial-org/ | 663 | — | ~1.9k | Automated safety check: Pass | No licence | 7 mo ago |
| 95 | A skill your agent uses when estimating a statistical or econometric model, running a regression, specifying an identification strategy, testing a hypothesis, or fitting any model to empirical data. | brycewang-stanford/ | 4.5k | — | ~1.9k | Automated safety check: Pass | Unknown | 2 days ago |
| 96 | Estimate causal effects between exposures and outcomes using genetic variants as instrumental variables with TwoSampleMR. | FreedomIntelligence/ | 3.1k | — | ~2.2k | Automated safety check: Pass | No licence | 2 mo ago |
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