Natural Gas Forward Modeling: Seasonal and Physical Market Drivers

Summary

The discussion is a request for references and modeling approaches for natural gas forward prices, including stylized market behavior and estimation. The answers offer limited guidance rather than a developed model. One recommends an industry-focused book covering natural gas cash markets, futures, options, and swaps, on the grounds that understanding how the market operates can inform model development.

The other answer names several related factors: seasonality, weather, inventory withdrawals, and pipeline flow data. These are suggested as potentially correlated influences on natural gas prices and may help organize empirical research or feature selection. However, the document gives no equations, estimation procedure, model comparison, data sources beyond pipeline flow information, or evidence of forecasting performance. Its guidance is therefore introductory and qualitative; it does not establish how to construct a forward curve or quantify the effects of the listed drivers.

Key ideas

• Natural gas forward modeling benefits from understanding the industry and its cash, futures, options, and swap markets.
• Seasonality and weather are identified as relevant natural gas price drivers.
• Inventory withdrawals and pipeline flow data may also be informative factors.
• The discussion offers references and candidate drivers but no model specification, estimation method, or performance evidence.

Tags

# How to model natural gas forward price?


# How to model natural gas forward price?












I'm looking to learn about gas price modeling, in particular models of forward prices.

I've studied "classical" mathematical finance, fixed income theory etc.

What are good references for stylized facts about gas modeling, successful models and mathematical finance in gas pricing. I am also interested in the estimation part. In all cases particular, but not restricted to forward price modeling.

## Answer by glaucoOptions (score 5, accepted)

https://quant.stackexchange.com/a/14321

Though not exactly spelling out models for natural gas. For natural gas trading I like the book as it explains a lot about how the industry works, and might help you develop models:

Trading Natural Gas: Cash, Futures, Options and Swaps Hardcover – January 1, 1997 by Fletcher J. Sturm

## Answer by hotsource (score 1)

https://quant.stackexchange.com/a/15781

For Natgas prices the following factors have correlation: seasonality, weather, inventory draw, pipeline flow data if you can get it. Hope you find R2.

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