Bed Bath & Beyond Inc. company logo

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

Prediction models:
75.00% successful of 80 deals
$ 21.97 Last close price
at 23-feb-2018


Model's trade recommendations 4.38% Return for period

5.86% Annual return

$3.16B Market Cap

β 1.09  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 4.38%
52wk return -3.96%
52wk Range
Sortino ratio 0.58
Sharpe ratio 0.47
Norm. RMSE 1.12%
Downside risk 10.79%
Volatility 13.23%
  • 0.60 (2.70%) 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.

Model is being retrained on a daily basis.

Float 135M
P/E 6.15
Shares Outstanding 142M
% Held by Insiders 5.00%
% Held by Institutions 93.38%
EPS (last reported FY) $4.58
EPS (last reported Q) $0.44
EPS, estimated (last reported Q) $0.36
Total revenues $12 B
Net income $1 B