Results 11 to 20 of about 879,817 (289)
Causal inference with imperfect instrumental variables
Journal of Causal Inference, 2022 Instrumental variables allow for quantification of cause and effect relationships even in the absence of interventions. To achieve this, a number of causal assumptions must be met, the most important of which is the independence assumption, which states ...
Miklin Nikolai +3 more
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Nonparametric instrumental variable estimation [PDF]
The Stata Journal: Promoting communications on statistics and Stata, 2017 In this article, we introduce the commands npiv and npivcv, which implement nonparametric instrumental-variable (NPIV) estimation methods without and with a cross-validated choice of tuning parameters, respectively. Both commands can impose the constraint that the resulting estimated function is monotone.
Wilhelm, D, Kim, D, Chetverikov, D
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Administrative Sciences, 2023 (1) Background: Previous studies have shown that absenteeism is negatively associated with employee-level performance, but we do not know how exactly absenteeism affects enterprise-level performance.
Jarle Aarstad, Olav Andreas Kvitastein
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Generalized Instrumental Variable Models [PDF]
Econometrica, 2013 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Andrew Chesher, Adam Rosen
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Estimating the Capital Asset Pricing Model with Many Instruments: A Bayesian Shrinkage Approach
Mathematics, 2023 This paper introduces an instrumental variable Bayesian shrinkage approach specifically designed for estimating the capital asset pricing model (CAPM) while utilizing a large number of instruments.
Cássio Roberto de Andrade Alves +1 more
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Instrumental Variables Regression with Weak Instruments [PDF]
Econometrica, 1997 Summary: This paper develops asymptotic distribution theory for single-equation instrumental variables regression when the partial correlations between the instruments and the endogenous variables are weak, here modeled as local to zero. Asymptotic representations are provided for various statistics, including two-stage least squares (TSLS) and limited
Douglas Staiger, James H. Stock
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Groundwater Usage and Strategic Complements: Part I (Instrumental Variables)
Games, 2022 We test whether the decisions in a common-pool resource game are better modeled game-theoretically as strategic substitutes or complements using an individual-level dataset of groundwater usage that accounts for 3% of US irrigated agriculture. Based on a
Caleb M. Koch, Heinrich H. Nax
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Instrumental Weighted Variables
Austrian Journal of Statistics, 2016 A motivation for the classical Instrumental Variables and the reasons for here-proposed way of their robustification are discussed. The conditions for the ?n-consistency, the existence of Bahadur representation and the asymptotic normality of the ...
Jan Ámos Víšek
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Fertility among women in Ghana: Do child mortality and education matter?
Scientific African, 2022 Background: Child mortality and fertility are crucial in determining the growth of a country's population and have implications for public health and family planning interventions.
William Angko +2 more
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Does aid fuel corruption? New evidence from a cross-country analysis
Development Studies Research, 2021 This study estimates the effect of foreign aid on corruption using a Two-Step Least Squares method. We address endogeneity using instrumental variables that capture geographical and cultural proximities between donor and recipient countries.
Albian Krasniqi, Venera Demukaj
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