The use of scanner data for economics research

P Dubois, R Griffith, M O'Connell - Annual Review of Economics, 2022 - annualreviews.org
The adoption of barcode scanning technology in the 1970s gave rise to a new form of data:
scanner data. Soon afterwards, researchers began using this new resource, and since then …

Incentives work: Getting teachers to come to school

E Duflo, R Hanna, SP Ryan - American economic review, 2012 - aeaweb.org
We use a randomized experiment and a structural model to test whether monitoring and
financial incentives can reduce teacher absence and increase learning in India. In treatment …

A control function approach to endogeneity in consumer choice models

A Petrin, K Train - Journal of marketing research, 2010 - journals.sagepub.com
Endogeneity arises for numerous reasons in models of consumer choice. It leads to
inconsistency with standard estimation methods that maintain independence between the …

Usage‐based pricing and demand for residential broadband

A Nevo, JL Turner, JW Williams - Econometrica, 2016 - Wiley Online Library
We estimate demand for residential broadband using high‐frequency data from subscribers
facing a three‐part tariff. The three‐part tariff makes data usage during the billing cycle a …

Escalation of scrutiny: The gains from dynamic enforcement of environmental regulations

W Blundell, G Gowrisankaran, A Langer - American Economic Review, 2020 - aeaweb.org
Abstract The US Environmental Protection Agency (EPA) uses a dynamic approach to
enforcing air pollution regulations, with repeat offenders subject to high fines and …

Does multimarket contact facilitate tacit collusion? Inference on conduct parameters in the airline industry

F Ciliberto, JW Williams - The RAND journal of economics, 2014 - Wiley Online Library
We provide empirical evidence that multimarket contact facilitates tacit collusion among
airlines using a flexible model of oligopolistic behavior, where conduct parameters are …

Mixed logit with a flexible mixing distribution

K Train - Journal of choice modelling, 2016 - Elsevier
This paper presents a flexible procedure for representing the distribution of random
parameters in mixed logit models. A logit formula is specified for the mixing distribution, in …

Empirical models of demand and supply in differentiated products industries

A Gandhi, A Nevo - Handbook of industrial organization, 2021 - Elsevier
In this chapter we present empirical models of demand and supply in differentiated products
industries with an emphasis on the key ideas arising from the recent applied literature. We …

Estimating equilibrium in health insurance exchanges: Price competition and subsidy design under the aca

P Tebaldi - Review of Economic Studies, 2024 - academic.oup.com
Regulations to design private yet publicly sponsored health insurance markets are
increasingly adopted in many OECD countries. Here I combine data and economic theory to …

An improved generic hybrid prognostic method for RUL prediction based on PF-LSTM learning

K Xue, J Yang, M Yang, D Wang - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Accurate estimation and prediction of the state-of-health (SOH) and remaining useful life
(RUL) are fundamental to optimal maintenance strategies formulation for prognostics and …