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Journal Article
The annals of applied statistics, ISSN 1932-6157, 2015, Volume 9, Issue 1, pp. 247 - 274
.... This paper proposes to infer causal impact on the basis of a diffusion-regression state-space model that predicts the counterfactual market response in a synthetic control that would have occurred... 
Causal inference | Counterfactual | Observational | Synthetic control | Difference in differences | Market research | Econometrics | Advertising | observational | PANEL | DIFFERENCE-IN-DIFFERENCES | STATISTICS & PROBABILITY | difference in differences | advertising | market research | INFERENCE | synthetic control | RETURN | econometrics | INVESTMENT | counterfactual | VARIABLE-SELECTION | SIMULATION SMOOTHER | Statistics - Applications
Journal Article
Economics Letters, ISSN 0165-1765, 12/2015, Volume 137, pp. 123 - 126
We consider treatment effect estimation via a difference-in-difference approach for spatial data with local spatial interaction such that the potential outcome... 
Program evaluation | Spatial interaction | Difference-in-differences | Spatial autocorrelation | Monte Carlo simulation | CAUSAL | ECONOMICS | INFERENCE | Monte Carlo method | Geospatial data
Journal Article
2005, Advanced texts in econometrics, ISBN 0199267685, xiv, 248
In many disciplines of science it is vital to know the effect of a 'treatment' on a response variable of interest; the effect being known as the 'treatment... 
Microeconomics | Economic policy | Econometric models | Mathematical models | Econometrics | Multivariate analysis | Mathematics | Economic policy - Mathematical models | Matching | Selection problem | Study designs | Treatment effects | Controlling covariates | Regression discontinuity | Difference-in-differences | Instrumental variable estimation
Book
Empirical Economics, ISSN 0377-7332, 9/2019, Volume 57, Issue 3, pp. 705 - 725
Journal Article
Journal Article
Economics Letters, ISSN 0165-1765, 01/2019, Volume 174, pp. 84 - 88
Generally, determining the size and magnitude of the omitted variable bias (OVB) in regression models is challenging when multiple included and omitted variables are present... 
Ordinary least squares regression | Omitted variable bias | Difference-in-differences | Treatment effects | ECONOMICS | EDUCATION | Variables | Bias | Regression analysis
Journal Article
Applied Economics Letters, ISSN 1350-4851, 03/2019, Volume 26, Issue 5, pp. 358 - 361
...,...) trend-augmented version of the canonical differences-in- differences (DD) model (Angrist and Pischke 2009). (1) with t=1,...,T and Iτ,t = 1 if t = τ and 0 otherwise... 
differences-in-differences (DD) models | Treatment-effect analysis | correction for trend differences | parallelism | RAISE DIVORCE RATES | ECONOMICS | Treatment needs | Trends
Journal Article
Journal of business & economic statistics, ISSN 0735-0015, 2016, Volume 34, Issue 2, pp. 288 - 301
Journal Article