SPECIFICATION TESTS FOR LATTICE PROCESSES

B-Tier
Journal: Econometric Theory
Year: 2015
Volume: 31
Issue: 2
Pages: 294-336

Authors (2)

Hidalgo, Javier (not in RePEc) Seo, Myung Hwan (Seoul National University)

Score contribution per author:

1.005 = (α=2.01 / 2 authors) × 1.0x B-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

We consider an omnibus test for the correct specification of the dynamics of a sequence $\left\{ {x\left( t \right)} \right\}_{t \in Z^d } $ in a lattice. As it happens with causal models and d = 1, its asymptotic distribution is not pivotal and depends on the estimator of the unknown parameters of the model under the null hypothesis. One first main goal of the paper is to provide a transformation to obtain an asymptotic distribution that is free of nuisance parameters. Secondly, we propose a bootstrap analog of the transformation and show its validity. Thirdly, we discuss the results when $\left\{ {x\left( t \right)} \right\}_{t \in Z^d } $ are the errors of a parametric regression model. As a by product, we also discuss the asymptotic normality of the least squares estimator of the parameters of the regression model under very mild conditions. Finally, we present a small Monte Carlo experiment to shed some light on the finite sample behavior of our test.

Technical Details

RePEc Handle
repec:cup:etheor:v:31:y:2015:i:02:p:294-336_00
Journal Field
Econometrics
Author Count
2
Added to Database
2026-01-29