عنوان
پدید آورنده
موضوع
رده
HB139 .L425 2005eb
HB139
.
L425
2005eb
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
019160304X
(Number (ISBN
1435622642
(Number (ISBN
9780191603044
(Number (ISBN
9781435622647
Erroneous ISBN
0199267685
Erroneous ISBN
0199267693
Erroneous ISBN
9780199267682
Erroneous ISBN
9780199267699
NATIONAL BIBLIOGRAPHY NUMBER
Number
b772089
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Micro-econometrics for policy, program, and treatment effects /
General Material Designation
[Book]
First Statement of Responsibility
Myoung-jae Lee.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
New York :
Name of Publisher, Distributor, etc.
Oxford University Press,
Date of Publication, Distribution, etc.
2005.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource
SERIES
Series Title
Advanced texts in econometrics.
GENERAL NOTES
Text of Note
Title from title screen (viewed Mar. 2, 2006).
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
1 Tour of the book; 2 Basics of treatment effect analysis; 2.1 Treatment intervention, counter-factual, and causal relation; 2.1.1 Potential outcomes and intervention; 2.1.2 Causality and association; 2.1.3 Partial equilibrium analysis and remarks; 2.2 Various treatment effects and no effects; 2.2.1 Various effects; 2.2.2 Three no-effect concepts; 2.2.3 Further remarks; 2.3 Group-mean difference and randomization; 2.3.1 Group-mean difference and mean effect; 2.3.2 Consequences of randomization; 2.3.3 Checking out covariate balance
Text of Note
2.4 Overt bias, hidden (covert) bias, and selection problems2.4.1 Overt and hidden biases; 2.4.2 Selection on observables and unobservables; 2.4.3 Linear models and biases; 2.5 Estimation with group mean difference and LSE; 2.5.1 Group-mean difference and LSE; 2.5.2 A job-training example; 2.5.3 Linking counter-factuals to linear models; 2.6 Structural form equations and treatment effect; 2.7 On mean independence and independence*; 2.7.1 Independence and conditional independence; 2.7.2 Symmetric and asymmetric mean-independence; 2.7.3 Joint and marginal independence
Text of Note
2.8 Illustration of biases and Simpson's Paradox*2.8.1 Illustration of biases; 2.8.2 Source of overt bias; 2.8.3 Simpson's Paradox; 3 Controlling for covariates; 3.1 Variables to control for; 3.1.1 Must cases; 3.1.2 No-no cases; 3.1.3 Yes/no cases; 3.1.4 Option case; 3.1.5 Proxy cases; 3.2 Comparison group and controlling for observed variables; 3.2.1 Comparison group bias; 3.2.2 Dimension and support problems in conditioning; 3.2.3 Parametric models to avoid dimension and support problems; 3.2.4 Two-stage method for a semi-linear model*
Text of Note
3.3 Regression discontinuity design (RDD) and before-after (BA)3.3.1 Parametric regression discontinuity; 3.3.2 Sharp nonparametric regression discontinuity; 3.3.3 Fuzzy nonparametric regression discontinuity; 3.3.4 Before-after (BA); 3.4 Treatment effect estimator with weighting*; 3.4.1 Effect on the untreated; 3.4.2 Effects on the treated and on the population; 3.4.3 Effciency bounds and effcient estimators; 3.4.4 An empirical example; 3.5 Complete pairing with double sums*; 3.5.1 Discrete covariates; 3.5.2 Continuous or mixed (continuous or discrete) covariates; 3.5.3 An empirical example
Text of Note
4 Matching4.1 Estimators with matching; 4.1.1 Effects on the treated; 4.1.2 Effects on the population; 4.1.3 Estimating asymptotic variance; 4.2 Implementing matching; 4.2.1 Decisions to make in matching; 4.2.2 Evaluating matching success; 4.2.3 Empirical examples; 4.3 Propensity score matching; 4.3.1 Balancing observables with propensity score; 4.3.2 Removing overt bias with propensity-score; 4.3.3 Empirical examples; 4.4 Matching for hidden bias; 4.5 Difference in differences (DD); 4.5.1 Mixture of before-after and matching; 4.5.2 DD for post-treatment treated in no-mover panels
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SUMMARY OR ABSTRACT
Text of Note
Focusing on non-experimental microeconometric estimation, this work provides literature on how to measure accurately the effects of a treatment, such as a drug, educational programme, or tax regime, on a response variable like an illness, GPA, or income.
OTHER EDITION IN ANOTHER MEDIUM
Title
Micro-econometrics for policy, program, and treatment effects.
International Standard Book Number
9780199267682
TOPICAL NAME USED AS SUBJECT
Econometric models.
Econometrics.
Economic policy-- Mathematical models.
Multivariate analysis.
Analyse multivariée.
Économétrie.
Modèles économétriques.
Politique économique-- Modèles mathématiques.
Behandeling.
BUSINESS & ECONOMICS-- Econometrics.
BUSINESS & ECONOMICS-- Statistics.
Econometric models.
Econometrics.
Econometrie.
Economic policy-- Mathematical models.
Ekonometri.
Mathematisches Modell
Multivariat analys.
Multivariate analysis.
Ökonometrie
Ökonometrisches Modell
Wirtschaftspolitik
(SUBJECT CATEGORY (Provisional
BUS-- 021000
BUS-- 061000
DEWEY DECIMAL CLASSIFICATION
Number
330
.
01/5195
Edition
22
LIBRARY OF CONGRESS CLASSIFICATION
Class number
HB139
Book number
.
L425
2005eb
OTHER CLASS NUMBERS
Class number
83
.
03
System Code
bcl
PERSONAL NAME - PRIMARY RESPONSIBILITY
Lee, Myoung-jae.
ORIGINATING SOURCE
Date of Transaction
20201206175355.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
