A characterization of random-coefficient AR(1) models

Random Coefficient Models ∗ Nicholas

Dynamic Random Coefficient Models A Note on Covariance Stationarity Conditions for Dynamic Random Coefficient Models

In this note we look at sufficient conditions for stationarity of a simple random coefficient model and find that this model is guaranteed to be stationary under strict conditions. JEL codes: C22

Random coefficient repeated measures models

A Recursive Estimator for Random Coefficient Models

This paper describes a recursive method for estimating random coefficient models. Starting with a trial value for the moments of the distribution of coefficients in the population, draws are taken and then weighted to represent draws from the conditional distribution for each sampled agent (i.e., conditional on the agent’s observed dependent variable.) The moments of the weighted draws are calc...

Random Coefficient Panel Data Models

Random Coefficient Panel Data Models This paper provides a review of linear panel data models with slope heterogeneity, introduces various types of random coefficients models and suggest a common framework for dealing with them. It considers the fundamental issues of statistical inference of a random coefficients formulation using both the sampling and Bayesian approaches. The paper also provid...