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Essays in Microeconometrics
Essays in Microeconometrics
Essays in Microeconometrics

상세정보

자료유형  
 학위논문 서양
최종처리일시  
20260202103016
ISBN  
9798315718277
DDC  
330.015195
저자명  
Ren, Muyang.
서명/저자  
Essays in Microeconometrics
발행사항  
[Sl] : Duke University, 2025
발행사항  
Ann Arbor : ProQuest Dissertations & Theses, 2025
형태사항  
297 p
주기사항  
Source: Dissertations Abstracts International, Volume: 86-11, Section: A.
주기사항  
Advisor: Masten, Matthew A.
학위논문주기  
Thesis (Ph.D.)--Duke University, 2025.
초록/해제  
요약This dissertation consists of three essays in microeconometrics.The first essay establishes the first set of inference results for using marginal treatment effects (MTEs) to extrapolate local average treatment effects (LATEs) that are robust to limited instrument variation. These results apply not only to inference on the MTE itself but also to other causal parameters, such as policy-relevant treatment effects, which are of particular interest to policymakers.The second essay, co-authored with Federico Bugni and Jackson Bunting, studies hypothesis testing for the marginal homogeneity assumption, an assumption where timespecific marginal distributions of the panel data remain homogeneous or time-invariant. We develop three inference methods to test this hypothesis based on asymptotic approximation, bootstrap, and permutations.The third essay, co-authored with Matthew Masten and Alexandre Poirier, introduces a general class of relaxations of the unconfoundedness assumption, encompassing several existing approaches as special cases. We use this class to derive a variety of new identification results which can be used to assess sensitivity to unconfoundedness.
키워드  
Microeconometrics
키워드  
Marginal treatment effects
키워드  
Permutations
키워드  
Homogeneity assumption
키워드  
Policymakers
기타저자  
Duke University Economics
기본자료저록  
Dissertations Abstracts International. 86-11A.
전자적 위치 및 접속  
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MARC

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■00520260202103016
■006m          o    d                
■007cr#unu||||||||
■020    ▼a9798315718277
■035    ▼a(MiAaPQ)AAI31843847
■040    ▼aMiAaPQ▼cMiAaPQ
■0820  ▼a330.015195
■1001  ▼aRen,  Muyang.
■24510▼aEssays  in  Microeconometrics
■260    ▼a[Sl]▼bDuke  University▼c2025
■260  1▼aAnn  Arbor▼bProQuest  Dissertations  &  Theses▼c2025
■300    ▼a297  p
■500    ▼aSource:  Dissertations  Abstracts  International,  Volume:  86-11,  Section:  A.
■500    ▼aAdvisor:  Masten,  Matthew  A.
■5021  ▼aThesis  (Ph.D.)--Duke  University,  2025.
■520    ▼aThis  dissertation  consists  of  three  essays  in  microeconometrics.The  first  essay  establishes  the  first  set  of  inference  results  for  using  marginal  treatment  effects  (MTEs)  to  extrapolate  local  average  treatment  effects  (LATEs)  that  are  robust  to  limited  instrument  variation.  These  results  apply  not  only  to  inference  on  the  MTE  itself  but  also  to  other  causal  parameters,  such  as  policy-relevant  treatment  effects,  which  are  of  particular  interest  to  policymakers.The  second  essay,  co-authored  with  Federico  Bugni  and  Jackson  Bunting,  studies  hypothesis  testing  for  the  marginal  homogeneity  assumption,  an  assumption  where  timespecific  marginal  distributions  of  the  panel  data  remain  homogeneous  or  time-invariant.  We  develop  three  inference  methods  to  test  this  hypothesis  based  on  asymptotic  approximation,  bootstrap,  and  permutations.The  third  essay,  co-authored  with  Matthew  Masten  and  Alexandre  Poirier,  introduces  a  general  class  of  relaxations  of  the  unconfoundedness  assumption,  encompassing  several  existing  approaches  as  special  cases.  We  use  this  class  to  derive  a  variety  of  new  identification  results  which  can  be  used  to  assess  sensitivity  to  unconfoundedness.
■590    ▼aSchool  code:  0066.
■653    ▼aMicroeconometrics
■653    ▼aMarginal  treatment  effects
■653    ▼aPermutations
■653    ▼aHomogeneity  assumption
■653    ▼aPolicymakers
■690    ▼a0501
■690    ▼a0511
■71020▼aDuke  University▼bEconomics.
■7730  ▼tDissertations  Abstracts  International▼g86-11A.
■790    ▼a0066
■791    ▼aPh.D.
■792    ▼a2025
■793    ▼aEnglish
■85640▼uhttp://www.riss.kr/pdu/ddodLink.do?id=T17356684▼nKERIS▼z이  자료의  원문은  한국교육학술정보원에서  제공합니다.

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