AutoNation is the America's Largest Automotive Retailer, AutoNation is constantly innovating and striving to change the way America buys & services their vehicles. AutoNation offer a diversified range of automotive products and services, including new vehicles, used vehicles, `parts and service,` which includes automotive repair and maintenance services as well as wholesale parts and collision businesses, and automotive `finance and insurance` products, which include vehicle service and other protection products, as well as the arranging of financing for vehicle purchases through third-party finance sources. AutoNation seeks to be the best-run, most profitable automotive retailer in the nation. AutoNation seek to deliver a consistently superior customer experience by offering a large selection of inventory, customer-friendly, transparent sales and service processes, and competitive pricing.
Industry sector: Retail/Wholesale
Sector classification: Automotive dealers & gasoline service stations
Deep Learning based analysis and prediction model for AutoNation, Inc. (AN) stock is a 2nd Generation Non-linear Autoregressive (NAR) model based on the LSTM/GRU Recurrent Neural Network architecture.
Model is in the production pipeline since Jan. 20, 2017.
Market data for AN model training are being downloaded from the
Quandl premium datasets on a daily basis.
Risks related to the novel coronavirus disease 2019 (COVID-19) caused by the virus named “SARS-CoV-2” are
accounted for in this model in the form of the historical data coincided with outbreaks and other
global events in the past used to train ML prediction model for AN.
Model is being retrained on a regular basis.
| Float | 89M |
| P/E | 11.87 |
| Shares Outstanding | 91M |
| % Held by Insiders | 2.80% |
| % Held by Institutions | 69.35% |
| EPS (last reported FY) | $3.81 |
| EPS (last reported Q) | $1.01 |
| EPS, estimated (last reported Q) | $1.00 |
| Total revenues | $22 B |
| Net income | $0 B |