-
2
-
-
1842429546
-
When to control for covariates? Panel asymptotics for estimates of treatment effects
-
J.D. Angrist, and J. Hahn When to control for covariates? Panel asymptotics for estimates of treatment effects Review of Economics and Statistics 86 1 2004 58 72
-
(2004)
Review of Economics and Statistics
, vol.86
, Issue.1
, pp. 58-72
-
-
Angrist, J.D.1
Hahn, J.2
-
3
-
-
77956790242
-
Empirical Strategies in Labor Economics
-
J.D. Angrist, and A.B. Krueger Empirical Strategies in Labor Economics O. Ashenfelter, D. Card, Handbook of Labor Economics vol. 3 1999 Elsevier Science B.V. Amsterdam 1277 1366 (Chapter 23)
-
(1999)
Handbook of Labor Economics
, vol.3
, pp. 1277-1366
-
-
Angrist, J.D.1
Krueger, A.B.2
-
6
-
-
34248216622
-
Assessing the performance of matching algorithms when selection into treatment is strong
-
B. Augurzky, and J. Kluve Assessing the performance of matching algorithms when selection into treatment is strong Journal of Applied Econometrics 22 3 2007 533 557
-
(2007)
Journal of Applied Econometrics
, vol.22
, Issue.3
, pp. 533-557
-
-
Augurzky, B.1
Kluve, J.2
-
9
-
-
85129712964
-
Estimation of average treatment effects based on propensity scores
-
S.O. Becker, and A. Ichino Estimation of average treatment effects based on propensity scores The Stata Journal 2 4 2002 358 377
-
(2002)
The Stata Journal
, vol.2
, Issue.4
, pp. 358-377
-
-
Becker, S.O.1
Ichino, A.2
-
10
-
-
68249125704
-
Evaluating the dynamic employment effects of training programs in East-Germany using conditional difference-in-differences
-
A. Bergemann, B. Fitzenberger, and S. Speckesser Evaluating the dynamic employment effects of training programs in East-Germany using conditional difference-in-differences Journal of Applied Econometrics 24 5 2009 797 823
-
(2009)
Journal of Applied Econometrics
, vol.24
, Issue.5
, pp. 797-823
-
-
Bergemann, A.1
Fitzenberger, B.2
Speckesser, S.3
-
11
-
-
2342523280
-
How robust is the evidence on the effects of college quality? Evidence from matching
-
D.A. Black, and J.A. Smith How robust is the evidence on the effects of college quality? Evidence from matching Journal of Econometrics 121 12 2004 99 124
-
(2004)
Journal of Econometrics
, vol.121
, Issue.12
, pp. 99-124
-
-
Black, D.A.1
Smith, J.A.2
-
12
-
-
79251594272
-
-
(May2004)
-
Borlin, N., 1999. MATLAB function Hungarian. http://www.mathworks.com/ matlabcentral/fileexchange/loadFile.do?objectId=94&objectType=file (May 2004).
-
(1999)
MATLAB Function Hungarian
-
-
Borlin, N.1
-
13
-
-
79251596096
-
-
IZA Discussion Paper No. 3696. Forschungsinstitut zur Zukunft der Arbeit, IZA, Bonn
-
Buscha, F., Maurel, A., Page, L., Speckesser, S., 2008. The effect of high school employment on educational attainment: a conditional difference-in-difference-approach. IZA Discussion Paper No. 3696. Forschungsinstitut zur Zukunft der Arbeit, IZA, Bonn.
-
(2008)
The Effect of High School Employment on Educational Attainment: A Conditional Difference-in-difference-approach
-
-
Buscha, F.1
Maurel, A.2
Page, L.3
Speckesser, S.4
-
14
-
-
38849182246
-
Some practical guidance for the implementation of propensity score matching
-
M. Caliendo, and S. Kopeinig Some practical guidance for the implementation of propensity score matching Journal of Economic Surveys 22 1 2008 31 72
-
(2008)
Journal of Economic Surveys
, vol.22
, Issue.1
, pp. 31-72
-
-
Caliendo, M.1
Kopeinig, S.2
-
15
-
-
0014297593
-
The effectiveness of adjustment by subclassification in removing bias in observational studies
-
W.G. Cochran The effectiveness of adjustment by subclassification in removing bias in observational studies Biometrics 24 2 1968 295 313
-
(1968)
Biometrics
, vol.24
, Issue.2
, pp. 295-313
-
-
Cochran, W.G.1
-
17
-
-
0026051532
-
Matching alcoholics to coping skills or interactional therapies: Two-year follow-up results
-
N.L. Cooney, R.M. Kadden, M.D. Litt, and H. Getter Matching alcoholics to coping skills or interactional therapies: two-year follow-up results Journal of Consulting and Clinical Psychology 59 4 1991 598 601
-
(1991)
Journal of Consulting and Clinical Psychology
, vol.59
, Issue.4
, pp. 598-601
-
-
Cooney, N.L.1
Kadden, R.M.2
Litt, M.D.3
Getter, H.4
-
18
-
-
60449086859
-
Dealing with limited overlap in estimation of average treatment effects
-
R.K. Crump, J.V. Hotz, G.W. Imbens, and O. Mitnik Dealing with limited overlap in estimation of average treatment effects Biometrika 96 1 2009 187 199
-
(2009)
Biometrika
, vol.96
, Issue.1
, pp. 187-199
-
-
Crump, R.K.1
Hotz, J.V.2
Imbens, G.W.3
Mitnik, O.4
-
19
-
-
0442309558
-
Causal effects in nonexperimental studies: Reevaluating the evaluation of training programs
-
R.H. Dehejia, and S. Wahba Causal effects in nonexperimental studies: reevaluating the evaluation of training programs Journal of the American Statistical Association 94 448 1999 1053 1062
-
(1999)
Journal of the American Statistical Association
, vol.94
, Issue.448
, pp. 1053-1062
-
-
Dehejia, R.H.1
Wahba, S.2
-
20
-
-
0036102924
-
Propensity score-matching methods for nonexperimental causal studies
-
R.H. Dehejia, and S. Wahba Propensity score-matching methods for nonexperimental causal studies The Review of Economics and Statistics 84 1 2002 151 161
-
(2002)
The Review of Economics and Statistics
, vol.84
, Issue.1
, pp. 151-161
-
-
Dehejia, R.H.1
Wahba, S.2
-
23
-
-
12144290088
-
Finite sample properties of propensity-score matching and weighting estimator
-
M. Frhlich Finite sample properties of propensity-score matching and weighting estimator The Review of Economics and Statistics 86 1 2004 77 90
-
(2004)
The Review of Economics and Statistics
, vol.86
, Issue.1
, pp. 77-90
-
-
Frhlich, M.1
-
24
-
-
16544392197
-
Programme evaluation with multiple treatments
-
M. Frhlich Programme evaluation with multiple treatments Journal of Economic Surveys 18 2 2004 181 224
-
(2004)
Journal of Economic Surveys
, vol.18
, Issue.2
, pp. 181-224
-
-
Frhlich, M.1
-
26
-
-
0001330098
-
A general coefficient of similarity and some of its properties
-
J.C. Gower A general coefficient of similarity and some of its properties Biometrics 27 4 1971 857 871
-
(1971)
Biometrics
, vol.27
, Issue.4
, pp. 857-871
-
-
Gower, J.C.1
-
27
-
-
0004296209
-
-
6th ed. Prentice Hall Upper Saddle River
-
W.H. Greene Econometric Analysis 6th ed. 2008 Prentice Hall Upper Saddle River
-
(2008)
Econometric Analysis
-
-
Greene, W.H.1
-
28
-
-
0003138938
-
Comparison of multivariate matching methods: Structures, distances, and algorithms
-
X.S. Gu, and P.R. Rosenbaum Comparison of multivariate matching methods: structures, distances, and algorithms Journal of Computational and Graphical Statistics 2 4 1993 405 420
-
(1993)
Journal of Computational and Graphical Statistics
, vol.2
, Issue.4
, pp. 405-420
-
-
Gu, X.S.1
Rosenbaum, P.R.2
-
29
-
-
0000858149
-
On the role of the propensity score in efficient semiparametric estimation of average treatment effects
-
J. Hahn On the role of the propensity score in efficient semiparametric estimation of average treatment effects Econometrica 66 2 1998 315 331
-
(1998)
Econometrica
, vol.66
, Issue.2
, pp. 315-331
-
-
Hahn, J.1
-
30
-
-
84950420463
-
Choosing among alternative nonexperimental methods for estimating the impact of social programs: The case of manpower training
-
J.J. Heckman, and J.V. Hotz Choosing among alternative nonexperimental methods for estimating the impact of social programs: the case of manpower training Journal of the American Statistical Association 84 408 1989 862 880
-
(1989)
Journal of the American Statistical Association
, vol.84
, Issue.408
, pp. 862-880
-
-
Heckman, J.J.1
Hotz, J.V.2
-
31
-
-
0346856929
-
Characterizing selection bias using experimental data
-
J.J. Heckman, H. Ichimura, J.A. Smith, and P.E. Todd Characterizing selection bias using experimental data Econometrica 66 5 1998 1017 1098
-
(1998)
Econometrica
, vol.66
, Issue.5
, pp. 1017-1098
-
-
Heckman, J.J.1
Ichimura, H.2
Smith, J.A.3
Todd, P.E.4
-
32
-
-
0001622038
-
Matching as an econometric evaluation estimator: Evidence from evaluating a job training programme
-
J.J. Heckman, H. Ichimura, and P.E. Todd Matching as an econometric evaluation estimator: evidence from evaluating a job training programme Review of Economic Studies 64 4 1997 605 654
-
(1997)
Review of Economic Studies
, vol.64
, Issue.4
, pp. 605-654
-
-
Heckman, J.J.1
Ichimura, H.2
Todd, P.E.3
-
34
-
-
77956779653
-
The economics and econometrics of active labor market programs
-
J.J. Heckman, R.J. LaLonde, and J.A. Smith The economics and econometrics of active labor market programs O. Ashenfelter, D.E. Card, Handbook of Labor Economics vol. III 1999 Elsevier Science B.V. Amsterdam 1865 2097
-
(1999)
Handbook of Labor Economics
, vol.3
, pp. 1865-2097
-
-
Heckman, J.J.1
Lalonde, R.J.2
Smith, J.A.3
-
35
-
-
0000989469
-
Alternative methods for evaluating the impact of interventions
-
J.J. Heckman, and R. Robb Alternative methods for evaluating the impact of interventions J.J. Heckman, B. Singer, Longitudinal Analysis of Labor Market Data 1985 Cambridge University Press Cambridge 156 245
-
(1985)
Longitudinal Analysis of Labor Market Data
, pp. 156-245
-
-
Heckman, J.J.1
Robb, R.2
-
36
-
-
33845355627
-
-
IZA Discussion Paper No. 236. Forschungsinstitut zur Zukunft der Arbeit, IZA, Bonn
-
Hujer, R., Caliendo, M., 2000. Evaluation of active labour market policy: methodological concepts and empirical estimates. IZA Discussion Paper No. 236. Forschungsinstitut zur Zukunft der Arbeit, IZA, Bonn.
-
(2000)
Evaluation of Active Labour Market Policy: Methodological Concepts and Empirical Estimates
-
-
Hujer, R.1
Caliendo, M.2
-
37
-
-
73649128324
-
How do the employment effects of job creation schemes differ with respect to the foregoing unemployment duration?
-
R. Hujer, and S.L. Thomsen How do the employment effects of job creation schemes differ with respect to the foregoing unemployment duration? Labour Economics 17 1 2010 38 51
-
(2010)
Labour Economics
, vol.17
, Issue.1
, pp. 38-51
-
-
Hujer, R.1
Thomsen, S.L.2
-
39
-
-
35148857674
-
Missing data imputation, matching and other applications of random recursive partitioning
-
S.M. Iacus, and G. Porro Missing data imputation, matching and other applications of random recursive partitioning Computational Statistics & Data Analysis 52 2007 773 789
-
(2007)
Computational Statistics & Data Analysis
, vol.52
, pp. 773-789
-
-
Iacus, S.M.1
Porro, G.2
-
40
-
-
1842429563
-
Nonparametric estimation of average treatment effects under exogeneity: A review
-
G.W. Imbens Nonparametric estimation of average treatment effects under exogeneity: a review The Review of Economics and Statistics 86 1 2004 4 29
-
(2004)
The Review of Economics and Statistics
, vol.86
, Issue.1
, pp. 4-29
-
-
Imbens, G.W.1
-
41
-
-
64849112179
-
Recent developments in the econometrics of program evaluation
-
G.W. Imbens, and J.M. Wooldridge Recent developments in the econometrics of program evaluation Journal of Economic Literature 47 1 2009 5 86
-
(2009)
Journal of Economic Literature
, vol.47
, Issue.1
, pp. 5-86
-
-
Imbens, G.W.1
Wooldridge, J.M.2
-
43
-
-
31344479653
-
The dangers of extreme counter factuals
-
G. King, and L. Zeng The dangers of extreme counter factuals Political Analysis 14 2 2006 131 159
-
(2006)
Political Analysis
, vol.14
, Issue.2
, pp. 131-159
-
-
King, G.1
Zeng, L.2
-
44
-
-
0002719797
-
The Hungarian method for solving the assignment problem
-
H.W. Kuhn The Hungarian method for solving the assignment problem Naval Research Logistics Quarterly 2 1955 83 97
-
(1955)
Naval Research Logistics Quarterly
, vol.2
, pp. 83-97
-
-
Kuhn, H.W.1
-
45
-
-
0001093804
-
Evaluating the econometric evaluations of training programs with experimental data
-
R.J. LaLonde Evaluating the econometric evaluations of training programs with experimental data American Economic Review 76 4 1986 604 620
-
(1986)
American Economic Review
, vol.76
, Issue.4
, pp. 604-620
-
-
Lalonde, R.J.1
-
47
-
-
0033476953
-
Earnings and employment effects of continuous off-the-job training in East Germany after unification
-
M. Lechner Earnings and employment effects of continuous off-the-job training in East Germany after unification Journal of Business & Economic Statistics 17 1 1999 74 90
-
(1999)
Journal of Business & Economic Statistics
, vol.17
, Issue.1
, pp. 74-90
-
-
Lechner, M.1
-
48
-
-
0002690966
-
Identification and estimation of causal effects of multiple treatments under the conditional independence assumption
-
ZEW Economic Studies
-
M. Lechner Identification and estimation of causal effects of multiple treatments under the conditional independence assumption M. Lechner, F. Pfeiffer, Econometric Evaluation of Labour Market Policies ZEW Economic Studies vol. 13 2001 Physica/Springer-Verlag Heidelberg 43 58
-
(2001)
Econometric Evaluation of Labour Market Policies
, vol.13
, pp. 43-58
-
-
Lechner, M.1
-
50
-
-
77954540790
-
Identification of the effects of dynamic treatments by sequential conditional independence assumptions
-
M. Lechner, and R. Miquel Identification of the effects of dynamic treatments by sequential conditional independence assumptions Empirical Economics 39 1 2010 111 137
-
(2010)
Empirical Economics
, vol.39
, Issue.1
, pp. 111-137
-
-
Lechner, M.1
Miquel, R.2
-
51
-
-
33746653498
-
-
Discussion Paper No. 2004-19. Department of Economics, University of St. Gallen
-
Lechner, M., Miquel, R., Wunsch, C., 2004. Long-run effects of public sector sponsored training in West Germany. Discussion Paper No. 2004-19. Department of Economics, University of St. Gallen.
-
(2004)
Long-run Effects of Public Sector Sponsored Training in West Germany
-
-
Lechner, M.1
Miquel, R.2
Wunsch, C.3
-
54
-
-
0034100672
-
Substantial gains in bias reduction from matching with a variable number of controls
-
K. Ming, and P.R. Rosenbaum Substantial gains in bias reduction from matching with a variable number of controls Biometrics 56 1 2000 118 124
-
(2000)
Biometrics
, vol.56
, Issue.1
, pp. 118-124
-
-
Ming, K.1
Rosenbaum, P.R.2
-
55
-
-
59449108849
-
Random recursive partitioning: A matching method for the estimation of the average treatment effect
-
G. Porro, and S.M. Iacus Random recursive partitioning: a matching method for the estimation of the average treatment effect Journal of Applied Econometrics 24 1 2009 163 185
-
(2009)
Journal of Applied Econometrics
, vol.24
, Issue.1
, pp. 163-185
-
-
Porro, G.1
Iacus, S.M.2
-
58
-
-
84972499837
-
The role of a second control group in an observational study
-
P.R. Rosenbaum The role of a second control group in an observational study Statistical Science 2 3 1987 292 316
-
(1987)
Statistical Science
, vol.2
, Issue.3
, pp. 292-316
-
-
Rosenbaum, P.R.1
-
60
-
-
77951622706
-
The central role of the propensity score in observational studies for causal effects
-
P.R. Rosenbaum, and D.B. Rubin The central role of the propensity score in observational studies for causal effects Biometrika 70 1 1983 41 55
-
(1983)
Biometrika
, vol.70
, Issue.1
, pp. 41-55
-
-
Rosenbaum, P.R.1
Rubin, D.B.2
-
61
-
-
84945581878
-
Constructing a control group using multivariate matched sampling methods that incorporate the propensity score
-
P.R. Rosenbaum, and D.B. Rubin Constructing a control group using multivariate matched sampling methods that incorporate the propensity score The American Statistician 39 1 1985 33 39
-
(1985)
The American Statistician
, vol.39
, Issue.1
, pp. 33-39
-
-
Rosenbaum, P.R.1
Rubin, D.B.2
-
62
-
-
0000394113
-
Matching to remove bias in observational studies
-
D.B. Rubin Matching to remove bias in observational studies Biometrics 29 1 1973 159 183
-
(1973)
Biometrics
, vol.29
, Issue.1
, pp. 159-183
-
-
Rubin, D.B.1
-
63
-
-
0000001801
-
The use of matched sampling and regression adjustment to remove bias in observational studies
-
D.B. Rubin The use of matched sampling and regression adjustment to remove bias in observational studies Biometrics 29 1 1973 185 203
-
(1973)
Biometrics
, vol.29
, Issue.1
, pp. 185-203
-
-
Rubin, D.B.1
-
64
-
-
58149417330
-
Estimating causal effects of treatments in randomized and nonrandomized studies
-
D.B. Rubin Estimating causal effects of treatments in randomized and nonrandomized studies Journal of Educational Psychology 66 1974 688 701
-
(1974)
Journal of Educational Psychology
, vol.66
, pp. 688-701
-
-
Rubin, D.B.1
-
65
-
-
0001599001
-
Assignment to treatment group on the basis of a covariate
-
D.B. Rubin Assignment to treatment group on the basis of a covariate The Journal of Educational Statistics 2 1977 1 26
-
(1977)
The Journal of Educational Statistics
, vol.2
, pp. 1-26
-
-
Rubin, D.B.1
-
66
-
-
84925667506
-
-
Cambridge University Press Cambridge, New York, Melbourne, Madrid, Cape Town, Singapore
-
D.B. Rubin Matched Sampling for Causal Effects 2006 Cambridge University Press Cambridge, New York, Melbourne, Madrid, Cape Town, Singapore
-
(2006)
Matched Sampling for Causal Effects
-
-
Rubin, D.B.1
-
68
-
-
1842533918
-
An evaluation of the Swedish system of active labor market programs
-
B. Sianesi An evaluation of the Swedish system of active labor market programs The Review of Economics and Statistics 86 1 2004 133 155
-
(2004)
The Review of Economics and Statistics
, vol.86
, Issue.1
, pp. 133-155
-
-
Sianesi, B.1
-
69
-
-
10044222268
-
Does matching overcome LaLonde's critique of nonexperimental estimators?
-
J.A. Smith, and P.E. Todd Does matching overcome LaLonde's critique of nonexperimental estimators? Journal of Econometrics 125 12 2005 305 353
-
(2005)
Journal of Econometrics
, vol.125
, Issue.12
, pp. 305-353
-
-
Smith, J.A.1
Todd, P.E.2
-
71
-
-
1842429533
-
Using matching to estimate treatment effects: Data requirements, matching metrics, and Monte Carlo evidence
-
Z. Zhao Using matching to estimate treatment effects: data requirements, matching metrics, and Monte Carlo evidence The Review of Economics and Statistics 86 1 2004 91 107
-
(2004)
The Review of Economics and Statistics
, vol.86
, Issue.1
, pp. 91-107
-
-
Zhao, Z.1
-
72
-
-
39049122731
-
Sensititvity of propensity score methods to the specifications
-
Z. Zhao Sensititvity of propensity score methods to the specifications Economics Letters 98 2008 309 319
-
(2008)
Economics Letters
, vol.98
, pp. 309-319
-
-
Zhao, Z.1
|