# RNN 2nd Gen Model AvalonBay Communities, Inc. Real estate investment trusts

Stock predictor AI models:
Subscribe >> Deal exit on
Dec. 14, 2020
Deal entry on
Dec. 14, 2020
5.50%Expected margin
92.59% successful of 27 deals
$ 230.00 Last close price
at 18-oct-2021


Model's trade recommendations 10.97% Return for period

24.00% Annual return

$22.46B Market Cap

β 0.35  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 10.97%
52wk return 118.34%
52wk Range
Sortino ratio 29.86
Sharpe ratio 1.18
Norm. RMSE 2.56%
Downside risk 0.76%
Volatility 0.00%
  • 5.88 (3.62%) Div (Yield)
  • BUY Analysts consensus recommendation

AvalonBay Communities, Inc., is an equity real estate investment trust (REIT ). It has a long-term track record of developing, redeveloping, acquiring and managing distinctive apartment homes in some of the best U.S. markets, and delivering outsized, risk-adjusted returns to shareholders. With equal parts experience and vision, they've established a leadership position rooted in building value for the long term. They focus on the ownership and operation of upscale apartment communities in high barrier-to-entry markets of the United States. These markets include Northern and Southern California and selected states in the Mid-Atlantic, Northeast, Midwest and Pacific Northwest regions of the country. AvalonBay is the surviving corporation from the merger of Avalon Properties, Inc. with and into Bay Apartment Communities, Inc.

Industry sector: Finance

Sector classification: Real estate investment trusts

Deep Learning based analysis and prediction model for AvalonBay Communities, Inc. (AVB) 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. 2, 2015.

Market data for AVB 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 AVB.

Model is being retrained on a regular basis.

Float 138M
P/E 18.67
Shares Outstanding 138M
% Held by Insiders 0.43%
% Held by Institutions 94.56%
EPS (last reported FY) $8.62
EPS (last reported Q) $2.18
EPS, estimated (last reported Q) $2.18
Total revenues $2 B
Net income $1 B