A test for strict stationarity in a random coefficient autoregressive model of order 1

被引:2
|
作者
Trapani, Lorenzo [1 ]
机构
[1] Univ Nottingham, Nottingham, England
关键词
Random coefficient autoregression; Stationarity; Heavy tails; TIME-SERIES; UNIT-ROOT; INFERENCE;
D O I
10.1016/j.spl.2021.109164
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We propose a test for the null of strict stationarity in a Random Coefficient AutoRegression (RCAR) of order 1. The test can also be used in the case of a standard AR(1) model, and it can be applied under minimal requirements on the existence of moments - in both cases without requiring any modifications or prior knowledge. (C) 2021 Elsevier B.V. All rights reserved.
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页数:9
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