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hase such securities. Deutsche Bank may engage in transactions in a manner inconsistent with the views discussed herein. Qatar: Deutsche Bank AG in the Qatar Financial Centre (registered no. 00032) is regulated by the Qatar Financial Centre Regulatory Authority. Deutsche Bank AG - QFC Branch may only undertake the financi
llard Co-Global Heads Equity Research Michael Spencer Regional Head Mia Pacific Research International Locations Ralf Hoffmann Regional Head Deutsche Bank Research. Germany Andreas Neubauer Regional Head Equity Research. Germany Steve Pollard Regional Head Americas Research Deutsche Bank AG Deutsche Bank
ase such securities. Deutsche Bank may engage in transactions in a manner inconsistent with the views discussed herein. Qatar: Deutsche Bank AG in the Qatar Financial Centre (registered no. 00032) is regulated by the Qatar Financial Centre Regulatory Authority. Deutsche Bank AG - QFC Branch may only undertake the finan
-ku, Tokyo 100-6171 Japan Tel: (81) 3 5156 6770 Marcel Cassard Global Head FICC Research & Global Macro Economics Ralf Hoffmann Regional Head Deutsche Bank Research, Germany Richard Smith and Steve Pollard EFTA01473330 Co-Global Heads Equity Research Andreas Neubauer Regional Head Equity Research, Germany
ase such securities. Deutsche Bank may engage in transactions in a manner inconsistent with the views discussed herein. Qatar: Deutsche Bank AG in the Qatar Financial Centre (registered no. 00032) is regulated by the Qatar Financial Centre Regulatory Authority. Deutsche Bank AG - QFC Branch may only undertake the finan
o Sanno Park Tower Chiyoda-ku, Tokyo Japan Tel: Marce assay Global Head FICC Research & Global Macro Economics Ralf Hoffmann Regional Head Deutsche Bank Research, Germany Richard Smith and Steve Pollard EFTA01473353 Co-Global Heads Equity Research Andreas Neubauer Regional Head Equity Research, Germany
ase such securities. Deutsche Bank may engage in transactions in a manner inconsistent with the views discussed herein. Qatar: Deutsche Bank AG in the Qatar Financial Centre (registered no. 00032) is regulated by the Qatar Financial Centre Regulatory Authority. Deutsche Bank AG - QFC Branch may only undertake the finan
Sanno Park Tower Chiyoda-ku, Tokyo Japa Tel: Marcel Cassard Global Head FICC Research & Global Macro Economics Ralf Hoffmann Regional Head Deutsche Bank Research, Germany Richard Smith and Steve Pollard EFTA01473409 Co-Global Heads Equity Research Andreas Neubauer Regional Head Equity Research, Germany
ase such securities. Deutsche Bank may engage in transactions in a manner inconsistent with the views discussed herein. Qatar: Deutsche Bank AG in the Qatar Financial Centre (registered no. 00032) is regulated by the Qatar Financial Centre Regulatory Authority. Deutsche Bank AG - QFC Branch may only undertake the finan
-ku, Tokyo 100-6171 Japan Tel: (81) 3 5156 6770 Marcel Cassard Global Head FICC Research & Global Macro Economics Ralf Hoffmann Regional Head Deutsche Bank Research, Germany Steve Pollard Global Head EFTA01476553 Equity Research Andreas Neubauer Regional Head Equity Research, Germany GRCM2015PROD034913
Entities connected to both the Qatar Financial Centre and Deutsche Bank Research

Deutsche Bank
ORGANIZATIONDeutsche Securities Saudi Arabia LLC Company
ORGANIZATIONDeutsche Securities Saudi Arabia
ORGANIZATION
Riyadh
LOCATION
Sydney
LOCATIONDeutsche Bank AG - DIFC Branch
ORGANIZATION
Tower
ORGANIZATIONAndreas Neubauer
PERSONMichael Spencer
PERSONSteve Pollard
PERSON
Frankfurt
LOCATION
Tokyo
LOCATIONthe Dubai Financial Services Authority
ORGANIZATIONDavid Folkerts-Landau
PERSONRalf Hoffmann
PERSONStandard & Poor's
ORGANIZATION
Kowloon
LOCATION
Moody's
ORGANIZATIONChiyoda-ku
ORGANIZATIONMarcel Cassard
PERSON