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4 curated public examples in Analysis & finance

Curated public exampleNotebook

Analysis & finance

Rolling market-exposure estimates with statsmodels

The notebook applies a 60-month rolling CAPM to technology-industry excess returns using Ken French’s factor and industry data. It displays coefficient tables, confidence-interval plots, and an expanding-window example.

Published bystatsmodels developers

Curated public exampleGuide

Analysis & finance

Joining air-quality measurements to station metadata

The tutorial concatenates NO2 and particulate-measurement tables, shows row-count checks, and joins station coordinates and parameter descriptions. Displayed tables trace how the measurement dataset gains metadata.

Published bypandas documentation contributors

Curated public exampleGuide

Analysis & finance

Seasonal baselines for Australian beer production

Using Australian quarterly beer-production data, the book compares mean, naïve, and seasonal-naïve forecasts against later observations. Its displayed example shows the seasonal baseline following the observed pattern more closely.

Published byRob J Hyndman and George Athanasopoulos / OTexts

Curated public exampleWorkflow

Analysis & finance

From historical prices to portfolio weights

Robert Andrew Martin’s guide transforms historical share prices into return and covariance estimates, prints optimized portfolio weights, and demonstrates regularization and integer-share allocation. Its performance figures are model estimates.

Published byRobert Andrew Martin / PyPortfolioOpt

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