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...
ARDL
A collection of 1 Post
LightGBM
A collection of 1 Post
Forecasting Seattle Property Assessed Values with LightGBM: Macro Conditioning, Three Tracks, and the 2026 April Forecast
Property tax revenue is one of the most stable and significant funding streams for municipal governments, but “stable” doesn’t mean easy to predict. Assessed...
13 min read
R
A collection of 1 Post
Forecasting Seattle Property Assessed Values with LightGBM: Macro Conditioning, Three Tracks, and the 2026 April Forecast
Property tax revenue is one of the most stable and significant funding streams for municipal governments, but “stable” doesn’t mean easy to predict. Assessed...
13 min read
Seattle
A collection of 1 Post
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...
8 min read
VECM
A collection of 1 Post
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...
8 min read
assessed-value
A collection of 2 Posts
Forecasting Seattle Property Assessed Values with LightGBM: Macro Conditioning, Three Tracks, and the 2026 April Forecast
Property tax revenue is one of the most stable and significant funding streams for municipal governments, but “stable” doesn’t mean easy to predict. Assessed...
13 min read
Seattle's Biggest Office Buildings Lost Half Their Assessed Value in Three Years
An interactive look at how Seattle's ten largest major office parcels shed roughly $3 billion in appraised assessed value between 2019 and 2026.
2 min read
data-visualization
A collection of 1 Post
Seattle's Biggest Office Buildings Lost Half Their Assessed Value in Three Years
An interactive look at how Seattle's ten largest major office parcels shed roughly $3 billion in appraised assessed value between 2019 and 2026.
2 min read
econometrics
A collection of 1 Post
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...
8 min read
forecasting
A collection of 2 Posts
Forecasting Seattle Property Assessed Values with LightGBM: Macro Conditioning, Three Tracks, and the 2026 April Forecast
Property tax revenue is one of the most stable and significant funding streams for municipal governments, but “stable” doesn’t mean easy to predict. Assessed...
13 min read
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...
8 min read
housing
A collection of 1 Post
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...
8 min read
king-county
A collection of 2 Posts
Forecasting Seattle Property Assessed Values with LightGBM: Macro Conditioning, Three Tracks, and the 2026 April Forecast
Property tax revenue is one of the most stable and significant funding streams for municipal governments, but “stable” doesn’t mean easy to predict. Assessed...
13 min read
Seattle's Biggest Office Buildings Lost Half Their Assessed Value in Three Years
An interactive look at how Seattle's ten largest major office parcels shed roughly $3 billion in appraised assessed value between 2019 and 2026.
2 min read
machine learning
A collection of 1 Post
Forecasting Seattle Property Assessed Values with LightGBM: Macro Conditioning, Three Tracks, and the 2026 April Forecast
Property tax revenue is one of the most stable and significant funding streams for municipal governments, but “stable” doesn’t mean easy to predict. Assessed...
13 min read
major-office
A collection of 1 Post
Seattle's Biggest Office Buildings Lost Half Their Assessed Value in Three Years
An interactive look at how Seattle's ten largest major office parcels shed roughly $3 billion in appraised assessed value between 2019 and 2026.
2 min read
panel data
A collection of 1 Post
Forecasting Seattle Property Assessed Values with LightGBM: Macro Conditioning, Three Tracks, and the 2026 April Forecast
Property tax revenue is one of the most stable and significant funding streams for municipal governments, but “stable” doesn’t mean easy to predict. Assessed...
13 min read
property tax
A collection of 1 Post
Forecasting Seattle Property Assessed Values with LightGBM: Macro Conditioning, Three Tracks, and the 2026 April Forecast
Property tax revenue is one of the most stable and significant funding streams for municipal governments, but “stable” doesn’t mean easy to predict. Assessed...
13 min read