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Instrumental variables: an econometrician's perspective (Q252714)

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Language	Label	Description	Also known as
English	Instrumental variables: an econometrician's perspective	scientific article

Statements

scholarly article

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Instrumental variables: an econometrician's perspective (English)

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Guido W. Imbens

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Statistical Science

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publication date

4 March 2016

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full work available at URL

https://arxiv.org/abs/1410.0163

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https://projecteuclid.org/euclid.ss/1411437513

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zbMATH Keywords

simultaneous equations models

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randomized experiments

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potential outcomes

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noncompliance

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selection models

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describes a project that uses

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MaRDI profile type

MaRDI publication profile

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Bootstrap Tests for Distributional Treatment Effects in Instrumental Variable Models

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Semiparametric instrumental variable estimation of treatment response models.

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Cross Section and Panel Data Estimators for Nonseparable Models with Endogenous Regressors

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Estimation of the Parameters of a Single Equation in a Complete System of Stochastic Equations

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Optimal Two-Sided Invariant Similar Tests for Instrumental Variables Regression

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The Interpretation of Instrumental Variables Estimators in Simultaneous Equations Models with an Application to the Demand for Fish

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Two-Stage Least Squares Estimation of Average Causal Effects in Models with Variable Treatment Intensity

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Identification of Causal Effects Using Instrumental Variables

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Building a Stronger Instrument in an Observational Study of Perinatal Care for Premature Infants

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Bounds on Treatment Effects From Studies With Imperfect Compliance

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The Causal Interpretation of Non-Triangular Systems of Economic Relations

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On the Causal Interpretation of Non-Triangular Systems of Economic Relations: A Rejoinder

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Alternative Approximations to the Distributions of Instrumental Variable Estimators

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Instrumental variable estimation based on grouped data

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On the Nonparametric Identification of Nonlinear Simultaneous Equations Models: Comment on Brown (1983) and Roehrig (1988)

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The Identification Problem in Systems Nonlinear in the Variables

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Random Effects Estimators with many Instrumental Variables

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Consistent Estimation with a Large Number of Weak Instruments

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Estimation and Confidence Regions for Parameter Sets in Econometric Models

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Identification in Nonseparable Models

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Instrumental Variable Models for Discrete Outcomes

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``Waiting for life to arrive'': a history of the regression-discontinuity design in psychology, statistics and economics

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Causality: Some Statistical Aspects

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Principal Stratification in Causal Inference

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Evaluating the Effect of Training on Wages in the Presence of Noncompliance, Nonemployment, and Missing Outcome Data

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Causal inference for complex longitudinal data: the continuous case.

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Strategic market games: an introduction.

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The Statistical Implications of a System of Simultaneous Equations

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The Probability Approach in Econometrics

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OPTIMAL INFERENCE WITH MANY INSTRUMENTS

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Sample Selection Bias as a Specification Error

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Alternative methods for evaluating the impact of interventions. An overview

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On the Normalization of Structural Equations: Properties of Direction Estimators

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Assessing the effect of an influenza vaccine in an encouragement design

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Identification of Marginal Effects in Nonseparable Models Without Monotonicity

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Statistics and Causal Inference

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Applied Nonparametric Instrumental Variables Estimation

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Nonparametric Instrumental Variables Estimation of a Quantile Regression Model

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The role of the propensity score in estimating dose-response functions

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Identification and Estimation of Local Average Treatment Effects

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Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity

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Robust, Accurate Confidence Intervals with a Weak Instrument: Quarter of Birth and Education

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Bayesian inference for causal effects in randomized experiments with noncompliance

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Estimating Outcome Distributions for Compliers in Instrumental Variables Models

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Causal Inference for Statistics, Social, and Biomedical Sciences

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Pivotal Statistics for Testing Structural Parameters in Instrumental Variables Regression

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Asymptotic Expansions of the Distributions of Estimators in a Linear Functional Relationship and Simultaneous Equations

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Chain Graph Models and their Causal Interpretations

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A Note About Models for Selectivity Bias

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Identification problems and decisions under ambiguity: Empirical analysis of treatment response and normative analysis of treatment choice

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Treatment choice under ambiguity induced by inferential problems

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Partial identification of probability distributions.

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Monotone Instrumental Variables: With an Application to the Returns to Schooling

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Nonparametric Estimation of Nonadditive Random Functions

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Identification in Nonparametric Simultaneous Equations Models

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A Conditional Likelihood Ratio Test for Structural Models

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Approximate Distributions of k-Class Estimators when the Degree of Overidentifiability is Large Compared with the Sample Size

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Instrumental Variable Estimation of Nonparametric Models

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Simultaneous-Equation Estimation in a Clinical Trial of the Effect of Smoking on Birth Weight

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The evaluation of new health care technology: The labor economics of statistics

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Data Markets and the Production of Surveys

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Experiments and subject sampling

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Subject Evaluation in Social Experiments

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Likelihood analysis of the binary instrumental variable model

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A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect

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Correcting for non-compliance in randomized trials using structural nested mean models

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Estimation of treatment effects in randomised trials with non-compliance and a dichotomous outcome using structural mean models

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Conditions for Identification in Nonparametric and Parametric Models

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Observational studies.

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Design of observational studies

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The central role of the propensity score in observational studies for causal effects

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Inference and missing data

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Bayesian inference for causal effects: The role of randomization

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Multiple Imputation After 18+ Years

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Matched Sampling for Causal Effects

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Affinely invariant matching methods with ellipsoidal distributions

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The Estimation of Economic Relationships using Instrumental Variables

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Sensitivity Analysis for Instrumental Variables Regression With Overidentifying Restrictions

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On the application of probability theory to agricultural experiments. Essay on principles. Section 9. Translated from the Polish and edited by D. M. Dąbrowska and T. P. Speed

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Instrumental Variables Regression with Weak Instruments

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The Causal Interpretability of Structural Parameters: A Reply

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Marginal and Nested Structural Models Using Instrumental Variables

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Unified methods for censored longitudinal data and causality

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On instrumental variables estimation of causal odds ratios

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Causal Inference with Generalized Structural Mean Models

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Inference for the Complier-Average Causal Effect From Longitudinal Data Subject to Noncompliance and Missing Data, With Application to a Job Training Assessment for the Unemployed

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Likelihood-Based Analysis of Causal Effects of Job-Training Programs Using Principal Stratification

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Identifiers

zbMATH Open document ID

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10.1214/14-STS480

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Mathematics Subject Classification ID

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zbMATH DE Number

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Sitelinks

Mathematics(1 entry)

mardi Publication:252714

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