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On the plausibility of the latent ignorability assumption

Huber, Martin - In: Econometrics : open access journal 9 (2021) 4, pp. 1-6

complicated by the non-observability of the outcome of interest due to attrition, sample selection, or survey non-response. To … tackle the latter problem, the latent ignorability (LI) assumption imposes that attrition/sample selection is independent of … the outcome conditional on the treatment compliance type (i.e., how the treatment behaves as a function of the instrument …

Persistent link: https://www.econbiz.de/10012697819

Monotonicity Conditions and Inequality Imputation for Sample-Selection and Non-Response Problems

Lee, Myoung-Jae - In: Econometric Reviews 24 (2005) 2, pp. 175-194

Under a sample selection or non-response problem, where a response variable y is observed only when a condition δ = 1 is met, the identified mean E(y&7Cδ = 1) is not equal to the desired mean E(y). But the monotonicity condition E(y&7Cδ = 1) ≤ E(y&7Cδ = 0) yields an informative...

Persistent link: https://www.econbiz.de/10009228552

Direct and indirect effects under sample selection and outcome attrition

Huber, Martin; Solovyeva, Anna - In: Econometrics 8 (2020) 4, pp. 1-25

outcomes are only partially observed due to sample selection or outcome attrition. We assume sequential conditional … missing at random or instrumental variable assumptions on the outcome attrition process. Under these conditions, we derive …

Persistent link: https://www.econbiz.de/10012696307

Selection and the age-productivity profile : evidence from chess players

Bertoni, Marco; Brunello, Giorgio; Rocco, Lorenzo - In: Journal of economic behavior & organization : JEBO 110 (2015), pp. 45-58

Persistent link: https://www.econbiz.de/10011399058

Parameter estimates comparison of earnings functions in the PSID and CPS data : 1976 - 2007

Gouskova, Elena - In: Economics letters 122 (2014) 2, pp. 353-357

Persistent link: https://www.econbiz.de/10010395672

Direct and indirect effects under sample selection and outcome attrition

Huber, Martin; Solovyeva, Anna - In: Econometrics : open access journal 8 (2020) 4/44, pp. 1-25

Persistent link: https://www.econbiz.de/10012404583

Employment transitions of women in India : a panel analysis

Sarkar, Sudipa; Sahoo, Soham; Klasen, Stephan - In: World development : the multi-disciplinary … 115 (2019), pp. 291-309

Persistent link: https://www.econbiz.de/10012129768

Parameter estimates comparison of earnings functions in the PSID and CPS data, 1976–2007

Gouskova, Elena - In: Economics Letters 122 (2014) 2, pp. 353-357

Comparing earnings equations in the Panel Study of Income Dynamics (PSID) and the Current Population Survey, we find that the PSID considerably underestimates the returns to education during the 1992–2007 period. Non-random selection in the PSID sample appears to be the reason.

Persistent link: https://www.econbiz.de/10010743669

Lee (2009) treatment-effect bounds for nonrandom sample selection

Tauchmann, Harald - In: Stata Journal 14 (2014) 4, pp. 884-894

Nonrandom sample selection may render estimated treatment effects biased even if assignment of treatment is purely random. Lee (2009, Review of Economic Studies, 76: 1071–1102) proposes an estimator for treatment-effect bounds that limit the possible range of the treatment effect. In this...

Persistent link: https://www.econbiz.de/10011105654

Selection and the age – productivity profile. Evidence from chess players

Bertoni, Marco; Brunello, Giorgio; Rocco, Lorenzo - In: Journal of Economic Behavior & Organization 110 (2015) C, pp. 45-58

We use data on professional chess tournaments to study how endogenous selection affects the relationship between age and mental productivity in a brain-intensive profession. We show that less talented players are more likely to drop out, and that the age-productivity gradient is heterogeneous by...

Persistent link: https://www.econbiz.de/10011190112

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