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博碩士論文 etd-0525113-173116 詳細資訊
Title page for etd-0525113-173116
論文名稱
Title
考慮平滑性變化的實質GDP定態性─OECD國家實證研究
The Stationarity of Real GDP with Smooth Breaks:Evidence from OECD Countries
系所名稱
Department
畢業學年期
Year, semester
語文別
Language
學位類別
Degree
頁數
Number of pages
54
研究生
Author
指導教授
Advisor
召集委員
Convenor
口試委員
Advisory Committee
口試日期
Date of Exam
2013-06-19
繳交日期
Date of Submission
2013-06-25
關鍵字
Keywords
平滑性變化、經濟合作發展組織、橫斷面相依性、實質GDP、追蹤資料單根檢定
OECD, cross-sectional dependence, real GDP, panel unit root test, smooth breaks
統計
Statistics
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中文摘要
實質GDP 水準, 包含實質GDP 和每人實質GDP, 為衡量國家景氣循環與生活水準的總體指標, 若能評估其正確的長期趨勢, 將能為政府決策帶來重要的參考依據。本文針對OECD 20國的實質GDP 與23國的每人實質GDP 進行兩種單變量和六種追蹤資料的單根檢定分析。其中傳統單變量與第一、二代追蹤資料單根檢定共七種方法, 普遍得出OECD 國家的實質GDP 水準具有單根的結論, 與之前未考慮結構性變化的文獻結果相符。

但現今跨國貿易與經濟活動頻繁, 再加上經濟衝擊可能對經濟變數產生平滑性變化的影響, 故本文引用Lee and Wu (2012) 允許橫斷面資料相依性和異質平滑性變化的BCIPS 追蹤資料單根檢定, 進行OECD 實質GDP 水準的實證分析。檢定結果發現: 在考慮平滑性變化下, 實質GDP 以及拉氏價格與連鎖價格的每人實質GDP 皆顯著拒絕單根, 表示考慮平滑結構性變化後, 經濟衝擊對實質GDP 水準並不會造成長期的影響。
Abstract
Real GDP levels, including real GDP and real GDP per capita, if we can estimate their long-run trends correctly, it will be able to provide an important reference for government policy. This paper applies two univariate unit root tests and six panel unit root tests for real GDP and real GDP per capita in 20 and 23 OECD countries, and seven tests of them generally point out that real GDP levels both have a unit root. The results are consistent with earlier research without structural breaks.

Because of the active international trade and economic activities, we apply the panel unit root test with cross-sectional dependence and heterogeneous smooth breaks, proposed by Lee and Wu (2012), to an empirical analysis of OECD real GDP levels. Our results conclude that both of real GDP and real GDP per capita (Laspeyres and Chain Series) reject the null hypothesis that each of them has a unit root.
目次 Table of Contents
1 緒論 1
1.1 研究動機 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
1.2 研究目的 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2
1.3 研究架構 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2
2 文獻回顧 3
2.1 傳統單根檢定 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
2.2 追蹤資料的單根檢定 . . . . . . . . . . . . . . . . . . . . . . . . . 4
2.2.1 LLC 追蹤資料單根檢定 (Levin, Lin and Chu, 2002) . . . . . . . . 5
2.2.2 IPS 追蹤資料單根檢定 (Im, Pesaran and Shin, 2003) . . . . . . . 6
2.2.3 CIPS 追蹤資料單根檢定 (Pesaran, 2007) . . . . . . . . . . . . . . . 7
2.3 相關實證文獻 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9
3 研究方法 11
3.1 理論模型 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11
3.2 誤差項序列不相關的單根檢定 . . . . . . . . . . . . . . . . . . 13
3.3 BCADF 追蹤資料的單根檢定 . . . . . . . . . . . . . . . . . . 14
3.4 誤差項序列相關的單根檢定 . . . . . . . . . . . . . . . . . . . . 15
4 實證分析 17
4.1 資料來源說明 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17
4.2 敘述統計量性質 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 18
4.3 傳統單根檢定結果 . . . . . . . . . . . . . . . . . . . . . . . . . . . 22
4.4 第一代追蹤資料單根檢定結果 . . . . . . . . . . . . . .. . . . . 25
4.5 BCIPS 與 CIPS 追蹤資料單根檢定結果 . . . . . . . . . . 27
5 結論 31
參考文獻 33
附錄 38
參考文獻 References
中文部分 :

利秀蘭 (2003) 。 我國第十次景氣循環高峰谷底之初步認定。 經濟研究第 3 期 , 頁 1-16 。

徐之強 (2001) 。 多次結構變動下趨勢穩定與差分穩定的認定 – 台灣總體資料實證研究。中央研究院經濟研究所經濟論文 , 第 29 卷第 3 期 , 頁 321-339 。

柴蕙質、 楊奕農 (2010) 。 要素價格均等定理檢定 : 橫斷相關追蹤資料單根檢定之應用。人文及社會科學集刊 , 第 22 卷第 3 期 , 頁 275-302 。

許秀珊 (2008) 。 新編台灣景氣同時指標之研究。 經濟研究第 8 期 , 頁 51-87 。

賴景昌 (2004) 。 總體經濟學。 臺北市 : 雙葉書廊 , 二版。

英文部分 :

Aslanidis, N. and Fountas, S. (2012). Is real GDP stationary? Evidence from a panel unit root test with cross-sectional dependence and historical data. Working Papers, 2072/181404, Universitat Rovira i Virgili, Department of Economics.

Bai, J. and Ng, S. (2004). A panic attack on unit roots and cointegration. Econometrica, 72, 1127-1177.

Becker, R., Enders, W. and Lee, J. (2006). A stationarity test in the presence of an unknown number of smooth breaks. Journal of Time Series Analysis, 27(3), 381-409.

Ben-David, D. and Papell, D.H. (1995). The Great Wars, the great crash, and steady state growth: some new evidence about an old stylized fact. Journal of Monetary Economics, 36, 453-475.

Carron-i-Silvestre, J.L., Barrio-Castro, T.D. and L´ opez-Bazo, E. (2005). Breaking the panels: an application to the GDP per capita.Econometrics Journal, 8, 159-175.

Chang, Y. (2002). Nonlinear IV unit root tests in panels with cross-sectional dependence. Journal of Econometrics, 110, 261-292.

Choi, I. (2001). Unit root tests for panel data.Journal of International Money and Finance, 20, 249-272.

Choi, I. (2002). Combination unit root tests for cross-sectionally correlated panels. mimeo, Hong Kong University of Science and Technology.

Choi, I. and Chue, T. (2007). Subsampling hypothesis tests for nonstationary panels with applications to exchange rates and stock prices. Journal of Applied Econometrics, 22, 233-264.

Dickey, D.A. and Fuller, W.A. (1979). Distribution of the estimators for autoregressive time series with a unit root. Journal of the American Statistical Association, 74, 427-431.

Enders, W. and Lee, J. (2004). Testing for a unit root with a nonlinear Fourier function. Working paper, University of Alabama.

Enders, W. and Lee, J. (2009). The flexible Fourier form and testing for unit roots: an example of the term structure of interest rates.Working paper, University of Albama.

Enders, W. and Lee, J. (2012). A unit root test using a Fourier series to approximate smooth breaks. Oxford Bulletin of Economics and Statistics, 74, 574-599.

Fleissig, A.R., and Strauss, J. (1999). Is OECD real per capita GDP trend or difference stationary? Evidence from panel unit root models. Journal of Macroeconomics, 21, 673-90.

Fleissig, A.R., and Strauss, J. (2001). Panel unit-root tests of OECD stochastic convergence. Review of International Economics, 9, 153-162.

Gallant, R. (1981). On the basis in flexible functional form and an essentially unbiased form: the flexible Fourier form. Journal of Econometrics, 15, 211-245.

Granger, C.W.J. and Newbold, P. (1974). Spurious regressions in econometrics. Journal of Econometrics, 2, 111-120.

Hegwood, N. and Papell, D.H. (2006). Are real GDP levels trend, difference, or regime-wise trend stationary? Evidence from panel data tests incorporating structural change. Working paper.

Heston, A., Summers, R. and Aten, B., Penn World Table Version 7.1, Center for International Comparisons of Production, Income and Prices at the University of Pennsylvania, Nov. 2012.

Hurlin, C. (2010). What would Nelson and Plosser find had they used panel unit root tests? Applied Economics, 42(12), 1515-1531.

Im, K., Lee, S. and Tieslau, M. (2005). Panel LM unit root test with level shift. Oxford Bulletin of Economics and Statistics, 67, 393-419.

Im, K., Lee, J. and Tieslau, M. (2010). Stationarity of inflation : evidence from panel unit root tests with trend shifts. Working paper.

Im, K., Pesaran, H., and Shin, Y. (2003). Testing for unit roots in heterogeneous panels. Journal of Econometrics, 115, 53-74.

K´ onya, L. (2001). Panel data unit root tests with an application. Central European University Working Paper, No. 2.

Lee, C.N. and Wu, J.L. (2012). A panel unit-root test with smooth breaks and cross-sectional dependence. Working paper, Institute of Economics, National Sun Yat-sen University.

Levin, A., Lin, F. and Chu, C. (2002). Unit root tests in panel data: asymptotic and finite-sample properties. Journal of Econometrics, 108, 1-24.

Leybourne, S., Mills, T. and Newbold, P. (1998). Spurious rejections by Dickey-Fuller test in the presence of a break under the null. Journal of Econometrics, 87, 191-203.

Leybourne, S., Newbold, P. and Vouga, D. (1998). Unit roots and smooth transitions. Journal of Time Series Analysis, 19, 83-97.

Lin, C-F.J. and Teräsvirta, T. (1994). Testing the constancy of regression parameters against continuous structural change. Journal of Econometrics, 62, 211-228.

Lumsdaine, R. L and. Papell, D. H. (1997). Multiple trend breaks and the unit root hypothesis. Review of Economics and Statistics, 79, 212-218.

Maddala, G.S. and Wu, S. (1999). A comparative study of unit root tests with panel data and a new simple test.Oxford Bulletin of Economics and Statistics,61,
631-652.

Moon, H.R. and Perron, B. (2004). Testing for a unit root in panels with dynamic factors. Journal of Econometrics, 122, 81-126.

Murray, C.J. and Nelson, C.R. (2000). The uncertain trend in U.S. GDP. Journal of Monetary Economics, 46, 79-95.

Nelson, C. and Plosser, C. (1982). Trends and random walks in macroeconomics time series, some evidence and implications. Journal of Monetary Economics, 10, 139-162.

O’Connell, P.G.J. (1998). The overvaluation of purchasing power parity. Journal of International Economics, 44, 1-19.

Papell, D.H. and Prodan, R. (2003).Restricted structural change and the unit root hypothesis. Working paper, University of Houston.

Papell, D.H. and Prodan, R. (2004). The uncertain unit root in U.S. real GDP : evidence with restricted and unrestricted structural change. Journal of Money, Credit and Banking, 36, 423-427.

Pascalau, R. (2010). Unit root tests with smooth breaks: An application to the Nelson–Plosser data set. Applied Economics Letters, 17, 565-570.

Perron, P. (1989). The great crash, the oil price shock, and the unit root hypothesis. Econometrica, 57, 1361-1401.

Pesaran, M.H. (2006). Estimation and inference in large heterogeneous panels with cross section dependence. Econometrica, 74, 967-1012.

Pesaran, M.H. (2007). A simple panel unit root test in the presence of cross-section dependence. Journal of Applied Econometrics, 22, 265-312.

Phillips, P.C.B. and Perron, P. (1988). Testing for a unit root in time series regression. Biometrika, 75(2), 335-346.

Rapach, D. (2002). Are real GDP levels nonstationary? Evidence from panel data tests. Southern Economic Journal, 68(3), 473-495.

Robert, J.H. and Edward, C.P. (1997). Postwar U.S. business cycles: An empirical investigation. Journal of Money, Credit and Banking, 29(1), 1-16.

Robin, B. and Michael, P. (2004). Foundations of Economics (3rd ed., Ch.20). Boston: Pearson/Addison Wesley.

Rudebusch, G.D. (1993). The uncertain unit root in real GNP. The American Economic Review, 83(1), 264-272.

Said, S.E. and Dickey, D.A. (1984). Testing for unit roots in autoregressive-moving average models of unknown order. Biometrika, 71, 599-607.

Stock, J.H. and Watson, M.W. (1986). Does GNP have a unit root? Economics Letters, 22, 147-151.

Strauss, J. (2000). Is there a permanent component in US real GDP. Economics Letters, 66, 137-142.

Vougas, D.V. (2007). Is the trend in post-WW II US real GDP uncertain or non-linear? Economics Letters, 94, 348-355.
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