Handbook of research methods and applications in empirical microeconomics

Contents: Introduction to the handbook of research methods and applications in empirical microeconomics / Nigar Hashimzade and Michael A. Thornton -- Part I: Econometric methods in microeconomics -- 1. Linear dynamic panel data models / Ryo Okui -- 2. Spatial autoregressive nonlinear models in r with an empirical application in labour economics / Anna Gloria Billé -- 3. Econometric analyses of auctions: A selective review / Tong Li and Xiaoyong Zheng -- 4. An Introduction to flexible methods for policy evaluation / Martin Huber -- Part II: Households, businesses and societies -- 5. Econometric models of fertility / Alfonso Miranda and Pravin K. Trivedi -- 6. Measuring discrimination in the labour market / Emmanuel Duguet -- 7. Microeconomic models for designing and evaluating tax-transfer systems / Ugo Colombino -- 8. Bounds on counterfactuals in semiparametric discrete-choice models / Khai X. Chiong, Yu-Wei Hsieh and Matthew Shum -- 9. Bank performance analysis / Natalya Zelenyuk and Valentin Zelenyuk -- 10. Empirical methods in social epidemiology / Christopher F. Baum -- Part III: Policy evaluation and causality -- 11. Policy evaluation using causal inference methods / Denis Fougère and Nicolas Jacquemet -- 12. Regression discontinuity designs in policy evaluation / Otávio Bartalotti, Marinho Bertanha and Sebastian Calonico -- 13. Measuring the effect of health events in the labour market / Emmanuel Duguet -- Part IV: Networks and big data in microeconomics -- 14. Exploring social media: Twitteronomics and beyond / Tho Pham, Piotr Śpiewanowski and Oleksandr Talavera -- 15. Econometrics of networks with limited access to network data: A literature survey / Pedro C.L. Souza -- 16. Machine learning for causal inference: Estimating heterogeneous treatment effects / Vishalie Shah, Noemi Kreif and Andrew M. Jones -- Part V: Stata and r in microeconometric applications -- 17. Stochastic frontier analysis in stata: Using existing and coding new commands / Oleg Badunenko -- 18. Modern r workflow and tools for microeconometric data analysis / Giovanni Baiocchi -- 19. Robust inference in panel data microeconometrics, using r / Giovanni Millo -- 20. Econometric estimation of the "constant elasticity of substitution" function in r: The miceconces package / Arne Henningsen, Géraldine Henningsen and Gergő Literáti -- Index.