• AEA
  • About the AEA
  • Committees
  • Honors & Awards
  • For Graduate Students
  • For Undergrad Students
  • News & Notes
  • Officers
  • General Information
  • Minutes
  • UA Questionnaire
  • Continuing Education
  • Directory of Members
  • Call for Papers
  • Media
• Journals
  • AEJ: Applied Economics
  • AEJ: Economic Policy
  • AEJ: Macroeconomics
  • AEJ: Microeconomics
  • American Economic Review
  • Journal of Economic Literature
  • Journal of Economic Perspectives
  • eTOCs
  • Virtual Field Journals
  • Institutional Subscriptions
  • AEA Journals on JSTOR
  • Ads in Journals
  • Back Issues Order Forms
  • Copyright & Permissions
• Annual Meeting
  • Submissions
  • Registration/Housing
  • Preliminary Program
  • ASSA 2013 App
  • Annual Meeting Papers
  • Annual Meeting Webcasts
  • Disclosure Code Information
  • Exhibitors
  • Exhibitors & Advertisers Forms
  • Special Event Form
  • Continuing Education
  • Econ-Harmony
  • Archive of Past Programs
• EconLit
  • EconLit Access
  • EconLit Deskop Link
  • EconLit for Members
  • JEL Codes Guide
  • JEL Classifications
  • Journal List
  • Contacts/Corrections
  • Upcoming Exhibits
  • Document Types
  • Search Hints
• Jobs
  • JOE Listings
  • Submit a JOE Listing
  • Job Market Signaling
  • Job Market Scramble
  • Available Retired Faculty
• Resources
  • Resources For Economists
  • RFE Abridged Contents
  • RFE Search
  • RFE Conferences
  • Econ Search Engine
• Members
  • Member Login
  • Become a Member
  • Directory of Members
  • EconLit for Members
  • AEA Journals on JSTOR
  • Econ-Harmony
  • Annual Meeting Webcasts
  • Browse JEL Indexes
  • Virtual Field Journals
  • Institutional Subscriptions

View Settings

This setting lets you change the way you view articles. You can choose to have articles open in a dialog window, a new tab, or directly in the same window.

Open in Dialog
Open in New Tab
Open in same window

Journal of Economic Perspectives: Vol. 15 No. 4 (Fall 2001)

JEP Volume. 15, Issue 4 | Previous ArticleNext Article

Expand

Quick Tools:

Print Article Summary Email Link to this Article

To Email:

From Email:

Message:

Email Link to Article Change Captcha Export Citation

BibTeX EndNote Refer/BibIX RIS Tab-Delimited Export Sign up for Email Alerts Follow us on Twitter

Explore:

JEP - All Issues

The Bootstrap and Multiple Imputations: Harnessing Increased Computing Power for Improved Statistical Tests

Article Citation

Brownstone, David, and Robert Valletta. 2001. "The Bootstrap and Multiple Imputations: Harnessing Increased Computing Power for Improved Statistical Tests." Journal of Economic Perspectives, 15(4): 129-141.

DOI: 10.1257/jep.15.4.129

Abstract

The bootstrap and multiple imputations are two techniques that can enhance the accuracy of estimated confidence bands and critical values. Although they are computationally intensive, relying on repeated sampling from empirical data sets and associated estimates, modern computing power enables their application in a wide and growing number of econometric settings. We provide an intuitive overview of how to apply these techniques, referring to existing theoretical literature and various applied examples to illustrate both their possibilities and their pitfalls.

Article Full-Text Access

Full-text Article (Complimentary)

Authors

Brownstone, David (U CA, Irvine)
Valletta, Robert (Federal Reserve Bank of San Francisco)

JEL Classifications

C20: Single Equation Models; Single Variables: General
C13: Estimation
C12: Hypothesis Testing

Comments

View Comments on This Article (0) | Login to post a comment