# RNN 1st Gen Model Bed Bath & Beyond Inc. Home furniture, furnishings & equipment stores

Stock predictor AI models:
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May 3, 2018
75.86% successful of 87 deals
$ 14.04 Last close price
at 29-oct-2021


Model's trade recommendations 22.23% Return for period

14.77% Annual return

$2.46B Market Cap

β 1.01  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 22.23%
52wk return 19.76%
52wk Range
Sortino ratio 1.41
Sharpe ratio 0.91
Norm. RMSE 1.54%
Downside risk 10.49%
Volatility 0.00%
  • 0.60 (3.43%) Div (Yield)
  • SELL Analysts consensus recommendation

Bed Bath & Beyond Inc. is a retailer offering a wide selection of domestics merchandise and home furnishings. The Company's mission is to be trusted by its customers as the expert for the home and `heart-related` life events. These include certain life events that evoke strong emotional connections such as getting married, moving to a new home, having a baby, going to college and decorating a room, which the Company supports through its wedding and baby registries, new mover and student life programs, and its design consultation services. The Company operates a robust ecommerce platform consisting of various websites and applications. The Company also operates an established retail store base under the names of Bed Bath & Beyond, Christmas Tree Shops, Harmon, Harmon Face Values or Face Values, buybuy BABY, World Market, Cost Plus World Market or Cost Plus. The Company's strategy is based on building and delivering a strong foundation of differentiated products, and services and solutions.

Industry sector: Retail/Wholesale

Sector classification: Home furniture, furnishings & equipment stores

Deep Learning based analysis and prediction model for Bed Bath & Beyond Inc. (BBBY) 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 BBBY 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 BBBY.

Model is being retrained on a daily basis.

Float 133M
P/E 5.38
Shares Outstanding 141M
% Held by Insiders 5.00%
% Held by Institutions 92.91%
EPS (last reported FY) $3.12
EPS (last reported Q) $1.48
EPS, estimated (last reported Q) $1.41
Total revenues $12 B
Net income $0 B