MORGAN STANLEY is a preeminent global financial services firm that maintains leading market positions in each of its three primary businesses: securities; asset management; and credit services. The company combines global strength in investment banking and institutionalsales and trading with strength in providing full-service and on-line brokerage services, investment and global asset management services and, primarily through its Discover Card brand, quality consumer credit products.
Industry sector: Finance
Sector classification: Security brokers & dealers
Deep Learning based analysis and prediction model for Morgan Stanley (MS) 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 MS 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 MS.
Model is being retrained on a daily basis.
|% Held by Insiders||0.19%|
|% Held by Institutions||86.05%|
|EPS (last reported FY)||$3.60|
|EPS (last reported Q)||$1.45|
|EPS, estimated (last reported Q)||$1.28|
|Total revenues||$44 B|
|Net income||$6 B|