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Acknowledgements<br />

• Ben Lonner, Kishor<br />

Sharma, Justin Serina<br />

– MTA Audit Services<br />

• Raymond Diaz, Edward<br />

O’Brien, Jim Donovan<br />

– NYPD Transit Bureau<br />

• NYCT Colleagues in<br />

– System Data & Research<br />

– Automated <strong>Fare</strong> Collection<br />

– Office of Management &<br />

Budget<br />

• TRB AP030 Committee’s<br />

Anonymous Reviewers<br />

Photo: Amanda Marsh<br />

Notice: Opinions expressed in this presentation are those of the authors and do not necessarily reflect the official<br />

New<br />

New<br />

York<br />

York<br />

City<br />

City<br />

Transit<br />

Transit policy or position of Metropolitan Transportation Authority or MTA New York TRB City Transit. Paper #11-2016 Slide 15

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