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as 06-18-2024 9:30am EST

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Stocks

Consumer Discretionary

Retail-Auto Dealers and Gas Stations

Nasdaq

Lithia Motors is a retailer of new and used vehicles and related services. The company offers about 50 brands of vehicles at nearly 500 stores globally across the US, Canada, and UK. The company has expanded largely through the acquisition of dealerships in smaller regional markets but now seeks to grow in any part of the US and we expect more deals over time in the US and, at times, abroad. Annual revenue in 2023 was $31 billion and we see over $50 billion possible in a few years. The US was 90% of 2023 revenue and the UK second at 6%, the latter should rise significantly with the Pendragon acquisition. In 2023, new-car sales were about 49% of total revenue. Lithia was founded in 1946, went public in 1996, and is the largest US auto dealer. It is based in Medford, Oregon.

More About Our LAD ML Model...

What kind of parameters do you use to train LAD stocks ML model?

To train our stocks LAD ML model, we use historical data with over 25 parameters, including volume indicators, volatility indicators, momentum indicators, trend indicators, and other metrics.

How often do you update LAD ML model?

We update our ML model either weekly or biweekly, depending on the market capitalization of the stocks, using TensorFlow, typically over the weekend.

Why is the accuracy of your LAD model low?

Unfortunately, our current data provider offers limited historical data, which impacts the accuracy of our ML model. However, as we continue to gather more data over time and add more indicators, we expect the accuracy of our model to improve.

How can I provide and share more data with you to increase your ML model accuracy?

We would greatly appreciate your contribution. Please send an email to [email protected]

Do you offer an ML model for shorter time periods, such as 5 minutes or 15 minutes?

Yes, we offer it for strategy purposes only, with intervals: 1 minute, 2 minutes, 5 minutes, 15 minutes, and 30 minutes etc.

Can I rely on your ML model to make financial decisions regarding buying or selling stocks, or is it only intended for learning purposes?

Our ML model is primarily designed for educational purposes and is not intended to provide financial advice. We strongly recommend consulting with a financial advisor before making any buying or selling decisions.

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