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ARDL

A collection of 1 Post

econometrics housing forecasting Seattle ARDL VECM

Forecasting Seattle's Housing Market: An Econometric Approach Using NWMLS Data

How do you build a credible multi-year forecast for a metropolitan housing market that went through a once-in-a-generation structural shock? That’s the quest...

03 Mar, 2026
8 min read

LightGBM

A collection of 1 Post

machine learning LightGBM R forecasting property tax panel data

Forecasting Seattle Property Assessed Values with LightGBM

Property tax revenue is one of the most stable and significant funding streams for municipal governments — but “stable” doesn’t mean easy to predict. Assesse...

01 Mar, 2026
6 min read

R

A collection of 1 Post

machine learning LightGBM R forecasting property tax panel data

Forecasting Seattle Property Assessed Values with LightGBM

Property tax revenue is one of the most stable and significant funding streams for municipal governments — but “stable” doesn’t mean easy to predict. Assesse...

01 Mar, 2026
6 min read

Seattle

A collection of 1 Post

econometrics housing forecasting Seattle ARDL VECM

Forecasting Seattle's Housing Market: An Econometric Approach Using NWMLS Data

How do you build a credible multi-year forecast for a metropolitan housing market that went through a once-in-a-generation structural shock? That’s the quest...

03 Mar, 2026
8 min read

VECM

A collection of 1 Post

econometrics housing forecasting Seattle ARDL VECM

Forecasting Seattle's Housing Market: An Econometric Approach Using NWMLS Data

How do you build a credible multi-year forecast for a metropolitan housing market that went through a once-in-a-generation structural shock? That’s the quest...

03 Mar, 2026
8 min read

econometrics

A collection of 1 Post

econometrics housing forecasting Seattle ARDL VECM

Forecasting Seattle's Housing Market: An Econometric Approach Using NWMLS Data

How do you build a credible multi-year forecast for a metropolitan housing market that went through a once-in-a-generation structural shock? That’s the quest...

03 Mar, 2026
8 min read

forecasting

A collection of 2 Posts

econometrics housing forecasting Seattle ARDL VECM

Forecasting Seattle's Housing Market: An Econometric Approach Using NWMLS Data

How do you build a credible multi-year forecast for a metropolitan housing market that went through a once-in-a-generation structural shock? That’s the quest...

03 Mar, 2026
8 min read
machine learning LightGBM R forecasting property tax panel data

Forecasting Seattle Property Assessed Values with LightGBM

Property tax revenue is one of the most stable and significant funding streams for municipal governments — but “stable” doesn’t mean easy to predict. Assesse...

01 Mar, 2026
6 min read

housing

A collection of 1 Post

econometrics housing forecasting Seattle ARDL VECM

Forecasting Seattle's Housing Market: An Econometric Approach Using NWMLS Data

How do you build a credible multi-year forecast for a metropolitan housing market that went through a once-in-a-generation structural shock? That’s the quest...

03 Mar, 2026
8 min read

machine learning

A collection of 1 Post

machine learning LightGBM R forecasting property tax panel data

Forecasting Seattle Property Assessed Values with LightGBM

Property tax revenue is one of the most stable and significant funding streams for municipal governments — but “stable” doesn’t mean easy to predict. Assesse...

01 Mar, 2026
6 min read

panel data

A collection of 1 Post

machine learning LightGBM R forecasting property tax panel data

Forecasting Seattle Property Assessed Values with LightGBM

Property tax revenue is one of the most stable and significant funding streams for municipal governments — but “stable” doesn’t mean easy to predict. Assesse...

01 Mar, 2026
6 min read

property tax

A collection of 1 Post

machine learning LightGBM R forecasting property tax panel data

Forecasting Seattle Property Assessed Values with LightGBM

Property tax revenue is one of the most stable and significant funding streams for municipal governments — but “stable” doesn’t mean easy to predict. Assesse...

01 Mar, 2026
6 min read

Topics

machine learning LightGBM R forecasting property tax panel data econometrics housing Seattle ARDL VECM

Sean David Thompson

A website of random noise, and the meaning behind it. Here, I share ideas, tools, and methods of forecasting techniques and lessons from work. Dive in, get inspired, and feel free to share your thoughts!

Recent Posts

Forecasting Seattle's Housing Market: An Econometric Approach Using NWMLS Data

03 Mar, 2026

Forecasting Seattle Property Assessed Values with LightGBM

01 Mar, 2026

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