StatsPAI is for empirical researchers who would normally jump between Stata, R, and Python. Its goal is to make common Stata/R econometrics and causal-inference workflows feel native in Python: load a ...

Abstract: Venture capital (VC) investment plays a crucial role in the functioning of firms and the overall economy, and its significance has been increasing, with global VC funds reaching new highs in ...

Abstract: This work presents a novel vector fitting (VF)-instrumental variable (IV) method to approximate systems characterized by noisy tabulated frequency responses. The proposed method uses a ...

1 Medical Research Council Integrative Epidemiology Unit at the University of Bristol, Bristol, UK 2 Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK 3 Division ...

aivreg implements the anti-IV estimator outlined in Bell, Billings, Calder-Wang, & Zhong (2024). The method allows the user to estimate implicit amenity prices in the presence of an unobservable ...

Please ensure you check the module availability box for each module outline, as not all modules will run in each academic year. Each module description relates to the year indicated in the module ...

This Research Topic aims to bring together both theoretical and empirical research that can illustrate in which ways major shifts in today’s world of work can influence individual career development ...

ABSTRACT: This study examines the endogeneity effect on autoregressive linear models of AR (1) in small samples, making use of the Ordinary Least Square (OLS) estimator, Two-Stage Least Squares (2SLS) ...

Global sustainable development focuses on environmental, social, and corporate governance (ESG) responsible investment as a leading-edge topic in global asset management. Because of the long-term ...

In the single-IV model, researchers commonly rely on t-ratio-based inference, even though the literature has quantified its potentially severe large-sample distortions. Building on Stock and Yogo ...