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Type

Work3

Resource type

Dissertation[remove]3

Creator

Federico Andres Bugni1
Gitlin, Sergey1
Viktor Yevgenyevich Subbotin1

Keyword

Bootstrap[remove]3
Econometrics1
Efficiency1
Hypothesis testing1
Inference1
more Keywords »

Subject

Economics3
Statistics1

Language

en1

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Efficient Estimation with Smooth Penalization

Description:

This dissertation proposes an oracle efficient estimator in the context of a sparse linear model. Chapter 1 introduces the penalty and the estimator that optimizes a penalized least squares objective. Unlike existing methods, the penalty is differentiable – once, and hence the estimator does not engage in model selection. This...

Keyword:

Lasso, Econometrics, Sparsity, Penalized estimation, and Bootstrap

Subject:

Statistics and Economics

Creator:

Gitlin, Sergey

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

02/12/2020

Date Created:

2019-01-01

Resource Type:

Dissertation

Alternate Identifier:

etdadmin_upload_682504 and http://dissertations.umi.com/northwestern:14786
Essays on Inference in Partially Identified Models

Description:

This dissertation is composed of three chapters, each contributing to different aspects of the literature of partially identified econometric models. In the first chapter, I introduce a bootstrap procedure to perform inference in the class of partially identified econometric models defined by finitely many moment equalities and inequalities. I provide...

Keyword:

Inference, Partial Identification, Bootstrap, Set Identification, and Hypothesis testing

Subject:

Economics

Creator:

Federico Andres Bugni

Owner:

Scholarly Digital Publishing

Date Uploaded:

09/13/2018

Date Modified:

09/13/2018

Date Created:

2008-11-05

Resource Type:

Dissertation
Essays on the Econometric Theory of Rank Regressions

Description:

Several semiparametric estimators recently developed in the econometrics literature are based on the rank correlation between the dependent and explanatory variables. Examples include the maximum rank correlation estimator (MRC) of Han (1987), the monotone rank estimator (MR) of Cavanagh and Sherman (1998), the pairwise-difference rank estimators (PDR) of Abrevaya (2003),...

Keyword:

Maximum rank correlation estimator, Bootstrap, Monotone rank estimator, Efficiency, Semiparametric models, and U-Processes

Subject:

Economics

Creator:

Viktor Yevgenyevich Subbotin

Owner:

Scholarly Digital Publishing

Date Uploaded:

09/19/2018

Date Modified:

09/19/2018

Date Created:

2008-06-25

Resource Type:

Dissertation

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