Public subsidies and innovation
A doubly robust machine learning approach leveraging deep neural networks
Bibliographic Data
| ID | 21542003 |
|---|---|
| Authors | Kerda Varaku (Rice University), Robin C Sickles (0000-0002-5575-7137, Rice University, corresponding author) |
| Year | 2023 |
| Volume | 64 |
| Issue | 6 |
| Pages | 3121-3165 |
| Publication date | 2023-06-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Empirical Economics (JOURNAL) |
| Journal identifiers | ISSN: 0377-7332 • E-ISSN: 1435-8921 |
| Publisher | Springer Science and Business Media LLC (PUBLISHER) |
| DOI | 10.1007/s00181-023-02398-7 |
| OpenAlex | W4376129283 |
| Language | EN |
| Citations received | 1 |
| References cited | 67 |
Econometrics · Economic growth · Economics · Endogeneity · Instrumental variable · Market economy · Microeconomics · Prosperity · Subsidy · Welfare · Climate Change Policy and Economics · Energy, Environment, Economic Growth · Innovation Policy and RD
Parallel Distributed Processing
Statistical Modeling
Structural Equations, Treatment Effects, and Econometric Policy Evaluation1
Doubly Robust Estimation in Missing Data and Causal Inference Models
Analysis of Semiparametric Regression Models for Repeated Outcomes in the Presence of Missing Data
Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs
Issues in Assessing the Contribution of Research and Development to Productivity Growth
Chapter 36 Large sample estimation and hypothesis testing
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
Economic Welfare and the Allocation of Resources for Invention
Stratification and weighting via the propensity score in estimation of causal treatment effects
The impact of R&D subsidies on firm innovation
Is public R&D a complement or substitute for private R&D? A review of the econometric evidence
The Effects of Government-Industry R&D Programs on Private R&D
Approximation by superpositions of a sigmoidal function
The central role of the propensity score in observational studies for causal effects
Formulation and estimation of stochastic frontier production function models
The Oxford Handbook of Productivity Analysis
The Effects of Public R&D Subsidies on Firms' Innovation Activities
Endogenous Technological Change
The Simple Economics of Basic Scientific Research
The Effect of R&D Subsidies on Private R&D
A Contribution to the Theory of Economic Growth
Why Propensity Scores Should Not Be Used for Matching
Machine Learning
| Unique citing works | 1 |
|---|---|
| Citations per year | 1 |
| Citation span | 2026 - 2026 (1) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 1 |