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020 ▼a 9780438170858
035 ▼a (MiAaPQ)AAI10749882
035 ▼a (MiAaPQ)nyu:13217
040 ▼a MiAaPQ ▼c MiAaPQ ▼d 247004
0820 ▼a 519
1001 ▼a Sun, Yifei.
24510 ▼a Inverse Problems in Matching Markets and Signal Processing.
260 ▼a [S.l.]: ▼b New York University., ▼c 2018.
260 1 ▼a Ann Arbor: ▼b ProQuest Dissertations & Theses, ▼c 2018.
300 ▼a 68 p.
500 ▼a Source: Dissertation Abstracts International, Volume: 79-12(E), Section: B.
500 ▼a Adviser: Alfred Galichon.
5021 ▼a Thesis (Ph.D.)--New York University, 2018.
520 ▼a Inverse problems arise in many fields such as economics, neuroscience, and engineering. In this dissertation we investigate several inverse problems.
520 ▼a In the first chapter of the dissertation, we address the problem of estimating transport surplus (a.k.a. matching affinity) in high dimensional optimal transport problems. Classical optimal transport theory specifies the matching affinity and de
520 ▼a In the second chapter of the dissertation, we review gravity equations for bilateral trades and the corresponding Pseudo-Maximum-Likelihood (PML) estimation technique. We then establish the connections between PML and optimal transport.
520 ▼a In the third chapter of the dissertation, we consider the class of binary inverse problems, in which an observed signal is formed as a superposition of a subset of template signals drawn from a dictionary, and corrupted by additive noise. We ass
590 ▼a School code: 0146.
650 4 ▼a Applied mathematics.
650 4 ▼a Economics.
650 4 ▼a Statistics.
690 ▼a 0364
690 ▼a 0501
690 ▼a 0463
71020 ▼a New York University. ▼b Mathematics.
7730 ▼t Dissertation Abstracts International ▼g 79-12B(E).
773 ▼t Dissertation Abstract International
790 ▼a 0146
791 ▼a Ph.D.
792 ▼a 2018
793 ▼a English
85640 ▼u http://www.riss.kr/pdu/ddodLink.do?id=T14997073 ▼n KERIS ▼z 이 자료의 원문은 한국교육학술정보원에서 제공합니다.
980 ▼a 201812 ▼f 2019
990 ▼a ***1012033