JSTOR Daily

Estimating Gross Flows Using Panel Data With Nonresponse: An Example From the Canadian Labour Force Survey

This article considers the problem of using categorical data from a panel survey in which there is nonrandom nonresponse to estimate gross flows. The methods are illustrated for the case of estimating ...
San Francisco Fed

Deep Neural Network Estimation in Panel Data Models

In this paper we study neural networks and their approximating power in panel data models. We provide asymptotic guarantees on deep feed-forward neural network estimation of the conditional mean, ...
JSTOR Daily

Estimation des modèles á deux régimes avec des données de panel

Annales d'Économie et de Statistique, No. 28 (Oct. - Dec., 1992), pp. 125-142 (18 pages) Une procédure d'estimation des paramètres d'un modèle avec sélection et régresseurs endogènes est proposée dans ...
Pew Research Center

Using fixed and random effects models for panel data in Python

A behind-the-scenes blog about research methods at Pew Research Center. For our latest findings, visit pewresearch.org. Identifying causal relationships from observational data is not easy. Still, ...
National Academies of Sciences%2c Engineering%2c and Medicine

Using Multiple Data Sources and State-of-the-Art Estimation Methods in Federal Statistics: Frameworks, Methods, and Assessment

An ad hoc panel of nationally renowned experts in social science research, computing technology, statistical methods, privacy, and use of alternative data sources in the United States and abroad will ...