# RNN 2nd Gen Model Equity Residential Real estate investment trusts

Stock predictor AI models:
Subscribe >> Deal exit on
Dec. 14, 2020
Deal entry on
Dec. 14, 2020
3.59%Expected margin
62.71% successful of 59 deals
$ 84.81 Last close price
at 18-oct-2021


Model's trade recommendations 0.33% Return for period

-3.32% Annual return

$23.46B Market Cap

β 0.33  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 0.33%
52wk return -0.08%
52wk Range
Sortino ratio -0.40
Sharpe ratio -0.32
Norm. RMSE 0.68%
Downside risk 8.02%
Volatility 0.00%
  • 2.16 (3.51%) Div (Yield)
  • BUY Analysts consensus recommendation

Equity Residential is an S&P 500 company focused on the acquisition, development and management of high quality apartment properties in top U.S. growth markets. Equity Residential owns or has investments in 302 properties consisting of 77,498 apartment units located primarily in Boston, New York, Washington DC, Seattle, San Francisco and Southern California. They are building value for their shareholders, residents and employees by combining the resources of a large company and a national presence with strong local management and expertise. Shares of the company are traded on the New York Stock Exchange under the symbol, EQR. Equity Residential is a member of the S&P 500.

Industry sector: Finance

Sector classification: Real estate investment trusts

Deep Learning based analysis and prediction model for Equity Residential (EQR) 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 Oct. 23, 2015.

Market data for EQR 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 EQR.

Model is being retrained on a regular basis.

Float 367M
P/E 19.40
Shares Outstanding 381M
% Held by Insiders 3.79%
% Held by Institutions 94.24%
EPS (last reported FY) $3.13
EPS (last reported Q) $0.77
EPS, estimated (last reported Q) $0.78
Total revenues $2 B
Net income $1 B