# RNN 1st Gen Model Macerich Company Real estate investment trusts

The Macerich Company is one of the country's leading owners, operators and developers of major retail real estate Company. The Company is involved in the acquisition, ownership, development, redevelopment, management and leasing of regional and community/power shopping centers located throughout the United States. The Company is a self-administered and self-managed real estate investment trust (`REIT`) and conducts all of its operations through the Operating Partnership and the Company's management companies, Macerich Property Management Company, LLC, a single member Delaware limited liability company, Macerich Management Company, a California corporation, Macerich Arizona Partners LLC, a single member Arizona limited liability company, Macerich Arizona Management LLC, a single member Delaware limited liability company, Macerich Partners of Colorado LLC, a single member Colorado limited liability company, MACW Mall Management, Inc., a New York corporation.

Industry sector: Finance

Sector classification: Real estate investment trusts

Deep Learning based analysis and prediction model for Macerich Company (MAC) stock is a 1st Generation Non-linear Autoregresive with exogenous variable(s) (NARX) model based on the Recurrent Neural Network architecture.

Model is in the production pipeline since Sept. 30, 2015.

Market data for MAC model training are being downloaded from the Quandl premium datasets on a daily basis.

Model is being retrained on a daily basis.