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博碩士論文 etd-0517113-221255 詳細資訊
Title page for etd-0517113-221255
論文名稱
Title
OECD國家通貨膨脹率之恆定性檢定: 複檢定模型架構
Examing the Stationarity of Inflation Rate among OECD countries with Multiple Test
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
43
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
2013-06-11
繳交日期
Date of Submission
2013-06-18
關鍵字
Keywords
群體錯誤率、單根檢定、追蹤資料單根檢定、拔靴法、複檢定模型
family-wise error rate, bootstrap, unit root test, multiple model, panel unit root test
統計
Statistics
本論文已被瀏覽 5797 次,被下載 1018
The thesis/dissertation has been browsed 5797 times, has been downloaded 1018 times.
中文摘要
本文以1950至2011年之年資料及季資料並利用Romano and Wolf(2005)的複檢定模型架構對OECD國家中21個會員國的通貨膨脹率進行單根檢定。Romano and Wolf(2005)之複檢定克服當國家數N大時會造成檢定力低弱的問題,同時也讓群體錯誤率(FWER)維持在等於或小於α的水準,為考慮到21個會員國可能存在著國與國之間跨個體的相關,本文採用拔靴法(bootstrap)來模擬臨界值,實證結果顯示,通貨膨脹率為定態的國家數皆高於由檢定力低弱的Bonferroni檢定以及Holm檢定所判定之國家數,然低於由錯誤率過高的ADF、DF-GLS檢定所判定之國家數,此結果說明Romano and Wolf(2005)的理論模型其檢定力優於Bonferroni檢定以及Holm檢定,且錯誤率低於ADF、DF-GLS檢定。
Abstract
This paper employs a multiple testing technique to identify whether OECD countries’ inflation have a unit root. This multiple testing procedure controls the family-wise error rate at a desired level 0.05. Comparing to the Bonferroni’s multiple model and Holm’s multiple model, Romano and Wolf’s model is more powerful and it will reject more false hypotheses. This method also exploits the dependence structure between the countries with a bootstrap approach.
目次 Table of Contents
第一章 緒論 …………………………………………………………………… 1

第二章 文獻回顧 ……………………………………………………………… 4

第一節 複檢定模型之介紹與演進 ……………………………………… 4

第二節 單根檢定 ………………………………………………………… 7

第三節 追蹤資料的單根檢定 …………………………………………… 10

第三章 研究方法 ……………………………………………………………… 14

第一節 模型架構 ………………………………………………………… 14

第二節 檢定程序 ………………………………………………………… 15

第三節 拔靴法 …………………………………………………………… 21

第四章 實證結果分析 ………………………………………………………… 24

第一節 資料來源 ………………………………………………………… 24

第二節 檢定、 檢定 …………………………………… 24

第三節 複檢定、 複檢定 ……………………………… 27

第四節 複檢定 ……………………………………… 29

第五章 結論 …………………………………………………………………… 33

參考文獻 ……………………………………………………………………… 34


表(一) 、 之年資料檢定結果 ……………………………… 25

表(二) 、 之季資料檢定結果 ……………………………… 26

表(三) 法、 法之年資料檢定結果 ……………………… 27

表(四) 法、 法之季資料檢定結果 ……………………… 28

表(五) 複檢定之年資料檢定結果 ……………………… 29

表(六) 複檢定之季資料檢定結果 ……………………… 31
參考文獻 References
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Benjamini, Y. and Yekutieli, D. (2001) “The control of the false discovery rate in multiple testing under dependency.”Annals of Statics, 29(4), 1165-1188
Bonferroni, C. E. (1936) ”Teoria statistica delle clasi e calcolo della probabilita.”Publiccaziono del R. Istituto Superiore di Scienze Economiche e Commerciali di Firenze, 8, 1-62
Breitung, J. and Das, S. (2005) “Panel unit root tests under cross sectional dependence.”Stat Neerl, 59, 414-433
Chang, Y. (2004) “Bootstrap unit root tests in panel with cross-sectional dependency.”Journal of Econometrics, 120, 263-293
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Granger, C. and Newbold, P. (1974) “Spurious regressions in enconometrics.”Journal of Economitrics, 2, 111-120
Hanck, C. (2007) “For which countries did PPP hold? A multiple testing approach.”Empir Econ, 37, 93-103
Hockberg, Y. (1988) “A sharper Bonferroni procedure for multiple tests of significance.”Biometrika, 75, 800-803
Holm , S. (1979) “A simple sequentially rejective multiple test procedure.”, Scand J Stat, 6, 65-70
Im, K. S., Pesaran, M. H. and Shin Y. (2003) “Testing for unit roots in heterogeneous panels.”Journal of Econometrics, 115, 53-74
Lehmann, E. L. and Romano, J. P. (2005) “Generalizations of the familywise error rate.”Annals of Statistics, 33, 1138-1154
Lehmann, E. L., Romano, J. P. , and Shaffer, J. P. (2005) “On optimality of stepdown and stepup multiple test procedures.”Annals of Statistics, 33, 1084-1108
Levin, A., Lin, C. and Jame, C. (2002) “ Unit root tests in panel data: asymptotic and finite-sample properties.”Journal of Econometrics, 108(1), 1-24
Mishkin, F. S. (1992) “Is the Fisher effect for real? A reexamination of the relationship between inflation and interest rates.”Journal of Monetary Economics, 30, 195-215
Nelson, C. R. and Plosser, C. I. (1982) “Trends and random walks in macroeconmic time series: Some evidence and implications.”Journal of Monetary Economics, 10, 139-162
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, 335-46
Romano, J. P. , Wolf , M. (2005) “Improved nonparametric confidence intervals in time series regressions.”Technical report, Department of Economics, Universitat Pompeu Fabra. Available at http://www.econ.upf.es/~wolf/preprints.html
Romano, J. P. , Wolf , M. (2005) “Stepwise multiple testing as formalized data snooping.”,Econometrica, 73, 1237-1282
Said, S. and Dickey, D. (1984) “Testing for unit roots in autoregressive-moving average models of unknown order.”Biometrika, 71, 599-607
Simes, R. J. (1986) “An improved Bonferroni procedure for multiple tests of significance.”Biometrika, 73, 751-754
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White, H. L. (2000) “A reality check for data snooping.”Econometrica, 68(5), 1097-1126 .
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