NONPARAMETRIC ESTIMATION OF ADDITIVE NONLINEAR ARX TIME SERIES: LOCAL LINEAR FITTING AND PROJECTIONS

B-Tier
Journal: Econometric Theory
Year: 2000
Volume: 16
Issue: 4
Pages: 465-501

Authors (2)

Cai, Zongwu (University of Kansas) Masry, Elias (not in RePEc)

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 the estimation and identification of the components (endogenous and exogenous) of additive nonlinear ARX time series models. We employ a local polynomial fitting scheme coupled with projections. We establish the weak consistency (with rates) and the asymptotic normality of the projection estimates of the additive components. Expressions for the asymptotic bias and variance are given.

Technical Details

RePEc Handle
repec:cup:etheor:v:16:y:2000:i:04:p:465-501_16
Journal Field
Econometrics
Author Count
2
Added to Database
2026-01-25