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Massachusetts Institute of Technology

Essays on contract theory and organizational economics

Abstract

dc:description.abstract

Chapter 1 develops a non-parametric methodology for identifying contract optimality in the presence of moral hazard. Following the first order approach, a standard method of computing optimal contracts, the paper first proves two theoretical properties of the solutions to the moral hazard problem. First, we show that the profit loss (relative to the optimal contract) for given effort level has a unique lower bound. The second property is an equivalence between the first order condition (Mirrlees-Holmstrom Condition) and the Cramer-Rao Lower Bound (CRLB). These two properties provide the foundations for (1) identifying optimality, and (2) performing statistical inference on the agent's primitives based on an observed sequence of pairs of outputs and payments. The paper shows that under some weak conditions, contract optimality is identified, as long as the output generating process is additive in effort and noise. Identification does not require the agent's effort to be observed by the principal or the econometrician, and requires no knowledge of (1) the details of the contract, (2) the agent's cost of effort, (3) the agent's monetary utility, or (4) the distribution of output. Based on the approach proposed in this paper, we test contract optimality for a piece-rate contract, and estimate bounds on the profit loss for cotton weavers in Zhejiang Province, China. Chapter 2 develops a new method to justify the validity of the first order approach (FOA). We first prove that checking the validity amounts to checking the existence of a fixed point of the agent's best response against a Mirrlees-Holmstrom (MH) class contract offered by the principal, given some specifications of complemetary conditions.

Degree

thesis:*
Department dc:contributor.department
Massachusetts Institute of Technology. Dept. of Economics.
Grantor dc:publisher
Massachusetts Institute of Technology
Year dc:date.issued
2009

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Ke, Rongzhu
Advisor dc:contributor.advisor
  • Bengt Holmstrom, Victor Chernozhukov and Panle Jia.

Subjects

dc:subject × 1

Rights

dc:rights
Statement dc:rights
  • M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission.
Language dc:language.iso
eng

Identifiers

dc:identifier.*
Handle dc:identifier.uri
http://hdl.handle.net/1721.1/54639
OAI identifier oai:identifier
oai:dspace.mit.edu:1721.1/54639

Chain of custody

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MIT
Base URL
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Last updated
2026-07-22
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citation

Ke, Rongzhu. Essays on contract theory and organizational economics. Massachusetts Institute of Technology, 2009. http://hdl.handle.net/1721.1/54639