A CONSISTENT NONPARAMETRIC TEST ON SEMIPARAMETRIC SMOOTH COEFFICIENT MODELS WITH INTEGRATED TIME SERIES

B-Tier
Journal: Econometric Theory
Year: 2016
Volume: 32
Issue: 4
Pages: 988-1022

Authors (3)

Sun, Yiguo (University of Guelph) Cai, Zongwu (not in RePEc) Li, Qi (not in RePEc)

Score contribution per author:

0.670 = (α=2.01 / 3 authors) × 1.0x B-tier

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

Abstract

In this paper, we propose a simple nonparametric test for testing the null hypothesis of constant coefficients against nonparametric smooth coefficients in a semiparametric varying coefficient model with integrated time series. We establish the asymptotic distributions of the proposed test statistic under both null and alternative hypotheses. Moreover, we derive a central limit theorem for a degenerate second order U-statistic, which contains a mixture of stationary and nonstationary variables and is weighted locally on a stationary variable. This result is of independent interest and useful in other applications. Monte Carlo simulations are conducted to examine the finite sample performance of the proposed test.

Technical Details

RePEc Handle
repec:cup:etheor:v:32:y:2016:i:04:p:988-1022_00
Journal Field
Econometrics
Author Count
3
Added to Database
2026-01-29