Literature DB >> 25400327

Econometric Mediation Analyses: Identifying the Sources of Treatment Effects from Experimentally Estimated Production Technologies with Unmeasured and Mismeasured Inputs.

James Heckman1, Rodrigo Pinto1.   

Abstract

This paper presents an econometric mediation analysis. It considers identification of production functions and the sources of output effects (treatment effects) from experimental interventions when some inputs are mismeasured and others are entirely omitted. JEL Code: D24, C21, C43, C38.

Entities:  

Keywords:  Measurement Error; Mediation Analysis; Missing Inputs; Production Function

Year:  2015        PMID： 25400327      PMCID： PMC4228489          DOI： 10.1080/07474938.2014.944466

Source DB:  PubMed          Journal:  Econom Rev        ISSN： 0747-4938            Impact factor:   1.718


  5 in total

1.  A RATIONALE AND TEST FOR THE NUMBER OF FACTORS IN FACTOR ANALYSIS.

Authors:  J L HORN
Journal:  Psychometrika       Date:  1965-06       Impact factor: 2.500

2.  Estimating the Technology of Cognitive and Noncognitive Skill Formation.

Authors:  Flavio Cunha; James Heckman; Susanne Schennach
Journal:  Econometrica       Date:  2010-05-01       Impact factor: 5.844

3.  Understanding the Mechanisms Through Which an Influential Early Childhood Program Boosted Adult Outcomes.

Authors:  James Heckman; Rodrigo Pinto; Peter Savelyev
Journal:  Am Econ Rev       Date:  2013-10

4.  The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations.

Authors:  R M Baron; D A Kenny
Journal:  J Pers Soc Psychol       Date:  1986-12

5.  Analyzing social experiments as implemented: A reexamination of the evidence from the HighScope Perry Preschool Program.

Authors:  James Heckman; Seong Hyeok Moon; Rodrigo Pinto; Peter Savelyev; Adam Yavitz
Journal:  Quant Econom       Date:  2010
  5 in total
  3 in total

1.  Short-term Impacts of an Unconditional Cash Transfer Program on Child Schooling: Experimental Evidence from Malawi.

Authors:  Kelly Kilburn; Sudhanshu Handa; Gustavo Angeles; Peter Mvula; Maxton Tsoka
Journal:  Econ Educ Rev       Date:  2017-06-30

2.  Quantifying the Life-Cycle Benefits of an Influential Early-Childhood Program.

Authors:  Jorge Luis Garca; James J Heckman; Duncan Ermini Leaf; María José Prados
Journal:  J Polit Econ       Date:  2020-05-21

3.  Understanding causal pathways within health systems policy evaluation through mediation analysis: an application to payment for performance (P4P) in Tanzania.

Authors:  Laura Anselmi; Peter Binyaruka; Josephine Borghi
Journal:  Implement Sci       Date:  2017-02-02       Impact factor: 7.327
  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.