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15 IZA Discussion Papers
IZA Discussion Paper No. 16630
(Frisch-Waugh-Lovell)' On the Estimation of Regression Models by Row
Damian Clarke, Nicolás Paris Torres, Benjamin Villena-Roldan
IZA Discussion Paper No. 16501
Understanding Urban Economies, Land Use, and Social Dynamics in the City: Big Data and Measurement
Albert Saiz, Arianna Salazar-Miranda
IZA Discussion Paper No. 15937
The Transformation of Public Policy Analysis in Times of Crisis – A Microsimulation-Nowcasting Method Using Big Data
Cathal O'Donoghue, Denisa Maria Sologon
IZA Discussion Paper No. 15171
Trust Predicts Compliance with COVID-19 Containment Policies: Evidence from Ten Countries Using Big Data
Francesco Sarracino, Talita Greyling, Kelsey J. O'Connor, Chiara Peroni, Stephanié Rossouw
IZA Discussion Paper No. 14903
A Year of Pandemic: Levels, Changes and Validity of Well-Being Data from Twitter. Evidence from Ten Countries
Francesco Sarracino, Talita Greyling, Kelsey J. O'Connor, Chiara Peroni, Stephanié Rossouw
published in: PLos ONE, 2023, 18(2), e0275028.
IZA Discussion Paper No. 14259
The Effect of Sport in Online Dating: Evidence from Causal Machine Learning
Daniel Boller, Michael Lechner, Gabriel Okasa
IZA Discussion Paper No. 14258
Measuring National Life Satisfaction with Music
Emmanouil Benetos, Alessandro Ragano, Daniel Sgroi, Anthony Tuckwell
published as 'Measuring national mood with music: using machine learning to construct a measure of national valence from audio data' in: Behavior Research Methods, 2022, 54, 3085–3092
IZA Discussion Paper No. 10372
The More You Know: Information Effects on Job Application Rates in a Large Field Experiment
Laura Katherine Gee
published in: Management Science, 2018, 65 (5), 2077 - 2094
IZA Discussion Paper No. 10289
The Diversity of Personnel Practices and Firm Performance
Pedro S. Martins
published in: S. W. Polachek, K. Tatsiramos, G. Russo, G. van Houten (eds.), Workplace Productivity and Management Practices', (Research in Labour Economics 49), 2021
IZA Discussion Paper No. 10262
Working to Get Fired? Regression Discontinuity Effects of Unemployment Benefit Eligibility on Prior Employment Duration
Pedro S. Martins
published in: Journal of Policy Modelling, 2021, 43 (5), 1016-1030
IZA Discussion Paper No. 9988
Big Data Is a Big Deal But How Much Data Do We Need?
Nikos Askitas
published in: AStA Wirtschafts - und Sozialstatistisches Archiv, 2016, 10, 113 - 125
IZA Discussion Paper No. 9908
Optimal Data Collection for Randomized Control Trials
Pedro Carneiro, Sokbae Lee, Daniel Wilhelm
published in: Econometrics Journal, 2020, 23 (1), 1 - 31
IZA Discussion Paper No. 9503
Predicting Road Conditions with Internet Search
Nikos Askitas
published in: PLoS ONE, 2016, 11 (8), e0162080
IZA Discussion Paper No. 9195
Historical Analysis of National Subjective Wellbeing Using Millions of Digitized Books
Thomas Hills, Eugenio Proto, Daniel Sgroi
extended version published in: Nature Human Behavior, 2019, 3 (12), 1271–1275
IZA Discussion Paper No. 8662
Mapping 'Information Economy' Businesses with Big Data: Findings for the UK
Max Nathan, Anna Rosso, Francois Bouet
published in: Research Policy, 2015, 44 (9), 1714 - 1733
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