iv-2sls
73xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Instrumental variables and 2SLS: first-stage diagnostics, Wu-Hausman endogeneity test, Sargan overidentification, weak instrument tests, and linearmodels implementation.
Awesome all-in-one research skills for AI agents — covering every academic discipline. Works with Claude Code, Codex, Gemini CLI & Cursor.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Instrumental variables and 2SLS: first-stage diagnostics, Wu-Hausman endogeneity test, Sargan overidentification, weak instrument tests, and linearmodels implementation.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for labor economics analysis: Mincer wage equation, Heckman selection, Oaxaca-Blinder decomposition, CPS data cleaning, and unconditional quantile regression.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for machine learning in econometrics: Post-LASSO for high-dimensional controls, Double/Debiased ML (DML) for ATE/ATT, cross-fitting, and valid post-selection inference.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Run OLS regressions with full diagnostics: heteroscedasticity tests, robust/clustered SEs, VIF, structural breaks, and publication-ready tables via statsmodels.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Panel data econometrics with Python linearmodels; covers pooled OLS, fixed/random effects, Hausman test, clustered SE, Arellano-Bond GMM, and regression tables.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Regression discontinuity design: sharp and fuzzy RDD, bandwidth selection, manipulation tests, covariate balance checks, and rdrobust-style Python/R implementation.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for synthetic control causal inference: donor pool selection, weight optimization via scipy, pre-period balance, post-period gap plot, placebo tests, and permutation p-values.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for multivariate time series: VAR, Granger causality, Johansen cointegration, VECM, impulse response functions, and forecast error variance decomposition.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Event study methodology in finance: estimate abnormal returns, CARs, BMP tests, Fama-French 3-factor normal returns, and long-run BHAR analysis using yfinance.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Asset pricing factor models: Fama-French 3/5-factor, Carhart 4-factor, q-factor; OLS regressions, rolling loadings, and GRS test for alpha.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for financial time series analysis: GARCH volatility modeling, cointegration, pairs trading, factor models, and risk decomposition.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for fixed income analytics: bond pricing, yield curves, duration/convexity, Nelson-Siegel fitting, and credit spread modeling.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for option valuation: Black-Scholes pricing, Monte Carlo simulation with variance reduction, binomial tree, Greeks computation, and implied volatility surface.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill to build optimal portfolios: mean-variance frontier, minimum variance, maximum Sharpe, Black-Litterman views, and risk parity with PyPortfolioOpt.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill to access WRDS databases: Compustat fundamentals, CRSP returns, TAQ microstructure, and linking tables via wrds Python package.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for comparative political analysis: QoG, Polity 5, Freedom House merge, cross-sectional OLS with FE, multilevel models, and regime classification.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for quantitative conflict research: ACLED and UCDP data download, spatio-temporal clustering (DBSCAN), conflict onset logit panel, and fatality estimation.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for conjoint survey experiments: profile design, AMCE estimation via OLS, marginal means, interaction effects, and respondent-level heterogeneity.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for electoral analysis: CLEA election data, effective number of parties, ecological inference, turnout modeling, and gerrymandering metrics.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for international relations quantitative research: gravity trade model (PPML), COW bilateral trade, RTA trade effects, and GDELT event data analysis.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for political survey analysis: complex sampling with weights, ANES/CCES/ESS data loading, weighted logit/ordered logit, and cross-national equivalence testing.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Quantitative text analysis for political science: LDA topic modeling, Wordfish scaling, sentiment with VADER, TF-IDF ideology classification, and NER for actors.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Analyze V-Dem (Varieties of Democracy) cross-national panel data to measure democratic indices, detect backsliding, and run panel regressions linking institutional quality to economic outcomes.
xjtulyc/awesome-rosetta-skills
Skill Claude CodeCodex
Use this Skill for agent-based social modeling with Mesa: opinion dynamics, segregation, social contagion, and network diffusion simulations.
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