Unit root modeling for trending stock market series

被引：26

作者：

Salisu, Afees A. ^{[1
,2
]}

Ndako, Umar B. ^{[3
]}

Oloko, Tirimisiyu F. ^{[2
]}

Akanni, Lateef O. ^{[4
]}

机构：

[1] Fed Univ Agr, Dept Econ, Abeokuta, Nigeria

[2] Univ Ibadan, CEAR, Ibadan, Nigeria

[3] Cent Bank Nigeria, Monetary Policy Dept, Abuja, Nigeria

[4] Univ Lagos, Dept Econ, Lagos, Nigeria

来源：

BORSA ISTANBUL REVIEW | 2016年 / 16卷 / 02期

关键词：

Trend; Structural break; Conditional heteroscedasticity; Unit root; Stock market;

D O I：

10.1016/j.bir.2016.05.001

中图分类号：

F8 [财政、金融];

学科分类号：

0202 ;

摘要：

In this paper, we examine how the unit root for stock market series should be modeled. We employ the Narayan and Liu (2015) trend GARCH-based unit root and its variants in order to more carefully capture the inherent statistical behavior of the series. We utilize daily, weekly and monthly data covering nineteen countries across the regions of America, Asia and Europe. We find that the nature of data frequency matters for unit root testing when dealing with stock market data. Our evidence also suggests that stock market data is better modeled in the presence of structural breaks, conditional heteroscedasticity and time trend. Copyright (C) 2016, Borsa Istanbul Anonim Sirketi. Production and hosting by Elsevier B.V.

引用

页码：82 / 91

页数：10

共 60 条

[31]

Ling SQ, 1998, ANN STAT, V26, P84

[32] Purchasing power parity - nonlinear threshold unit root test for transition countries [J].

Liu, Siyue ;

Zhang, Dongxiang ;

Chang, Tsangyao .

APPLIED ECONOMICS LETTERS, 2012, 19 (18) :1781-1785

[33] Stationarity of Asian real exchange rates: An empirical application of multiple testing to nonstationary panels with a structural break [J].

Matsuki, Takashi ;

Sugimoto, Kimiko .

ECONOMIC MODELLING, 2013, 34 :52-58

[34] Is monthly US natural gas consumption stationary? New evidence from a GARCH unit root test with structural breaks [J].

Mishra, Vinod ;

Smyth, Russell .

ENERGY POLICY, 2014, 69 :258-262

[35] Shocks to G7 stock prices have a permanent effect? Evidence from panel unit root tests with structural change [J].

Narayan, Paresh Kumar .

MATHEMATICS AND COMPUTERS IN SIMULATION, 2008, 77 (04) :369-373

[36] Are real exchange rates nonlinear with a unit root? Evidence on PPP for Italy: a note [J].

Narayan, Paresh Kumar ;

Narayan, Seema .

APPLIED ECONOMICS, 2007, 39 (19) :2483-2488

[37] A GARCH model for testing market efficiency [J].

Narayan, Paresh Kumar ;

Liu, Ruipeng ;

Westerlund, Joakim .

JOURNAL OF INTERNATIONAL FINANCIAL MARKETS INSTITUTIONS & MONEY, 2016, 41 :121-138

[38] A unit root model for trending time-series energy variables [J].

Narayan, Paresh Kumar ;

Liu, Ruipeng .

ENERGY ECONOMICS, 2015, 50 :391-402

[39] An application of a new seasonal unit root test to inflation [J].

Narayan, Paresh Kumar ;

Popp, Stephan .

INTERNATIONAL REVIEW OF ECONOMICS & FINANCE, 2011, 20 (04) :707-716

[40] Are shocks to commodity prices persistent? [J].

Narayan, Paresh Kumar ;

Liu, Ruipeng .

APPLIED ENERGY, 2011, 88 (01) :409-416

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