{"title":"实际利率真的包含单位根吗?更多来自Bootstrap协变量单位根检验的证据","authors":"Cheng‐Feng Lee, Ching‐Chuan Tsong","doi":"10.1111/j.1468-0106.2010.00514.x","DOIUrl":null,"url":null,"abstract":"This paper re‐examines the empirical finding that international real interest rates usually have a unit root. This conclusion is put forth in Rapach and Weber (2004), using the Ng and Perron (2001) tests. We use Rudebusch's (1993) approach to construct the small sample distributions of the Ng and Perron tests, and calculate their asymptotic sizes, size‐adjusted powers and rejection rates. These numbers show that the lack of power in the Ng and Perron tests might account for the findings of Rapach and Weber (2004): that the unit root null cannot be rejected for most OECD countries. Size distortions are mild in the case of Ng and Perron tests for two series, but are serious for the Phillips and Perron Z‐test on inflation rates. We then apply a powerful covariate augmented Dickey–Fuller unit root test to examine the series for which stationarity cannot be determined with the Ng and Perron tests. The bootstrap technique is also used to control possible size distortions. In contrast to the results of Rapach and Weber (2004), the bootstrap covariate augmented Dickey–Fuller test yields striking evidence that real interest rates are stationary for 14 of 16 OECD countries, because nominal interest rates are stationary for the 14 countries, while inflation rates are stationary for all countries.","PeriodicalId":425229,"journal":{"name":"ERN: Hypothesis Testing (Topic)","volume":"70 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Do Real Interest Rates Really Contain a Unit Root? More Evidence from a Bootstrap Covariate Unit Root Test\",\"authors\":\"Cheng‐Feng Lee, Ching‐Chuan Tsong\",\"doi\":\"10.1111/j.1468-0106.2010.00514.x\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper re‐examines the empirical finding that international real interest rates usually have a unit root. This conclusion is put forth in Rapach and Weber (2004), using the Ng and Perron (2001) tests. We use Rudebusch's (1993) approach to construct the small sample distributions of the Ng and Perron tests, and calculate their asymptotic sizes, size‐adjusted powers and rejection rates. These numbers show that the lack of power in the Ng and Perron tests might account for the findings of Rapach and Weber (2004): that the unit root null cannot be rejected for most OECD countries. Size distortions are mild in the case of Ng and Perron tests for two series, but are serious for the Phillips and Perron Z‐test on inflation rates. We then apply a powerful covariate augmented Dickey–Fuller unit root test to examine the series for which stationarity cannot be determined with the Ng and Perron tests. The bootstrap technique is also used to control possible size distortions. In contrast to the results of Rapach and Weber (2004), the bootstrap covariate augmented Dickey–Fuller test yields striking evidence that real interest rates are stationary for 14 of 16 OECD countries, because nominal interest rates are stationary for the 14 countries, while inflation rates are stationary for all countries.\",\"PeriodicalId\":425229,\"journal\":{\"name\":\"ERN: Hypothesis Testing (Topic)\",\"volume\":\"70 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ERN: Hypothesis Testing (Topic)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1111/j.1468-0106.2010.00514.x\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ERN: Hypothesis Testing (Topic)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1111/j.1468-0106.2010.00514.x","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5
摘要
本文重新审视了国际实际利率通常具有单位根的实证发现。Rapach和Weber(2004)使用Ng和Perron(2001)测试提出了这一结论。我们使用Rudebusch(1993)的方法构建了Ng和Perron检验的小样本分布,并计算了它们的渐近大小、大小调整幂和拒别率。这些数字表明,Ng和Perron检验中缺乏力量可能解释了Rapach和Weber(2004)的发现:对于大多数经合组织国家,单位根null不能被拒绝。对于两个系列的Ng和Perron测试,尺寸扭曲是轻微的,但对于通货膨胀率的Phillips和Perron Z -测试,尺寸扭曲是严重的。然后,我们应用一个强大的协变量增广Dickey-Fuller单位根检验来检验不能用Ng和Perron检验确定平稳性的序列。自举技术也用于控制可能的尺寸扭曲。与Rapach和Weber(2004)的结果相反,自举协变量增强Dickey-Fuller检验得出了惊人的证据,表明16个经合组织国家中有14个国家的实际利率是平稳的,因为这14个国家的名义利率是平稳的,而所有国家的通货膨胀率都是平稳的。
Do Real Interest Rates Really Contain a Unit Root? More Evidence from a Bootstrap Covariate Unit Root Test
This paper re‐examines the empirical finding that international real interest rates usually have a unit root. This conclusion is put forth in Rapach and Weber (2004), using the Ng and Perron (2001) tests. We use Rudebusch's (1993) approach to construct the small sample distributions of the Ng and Perron tests, and calculate their asymptotic sizes, size‐adjusted powers and rejection rates. These numbers show that the lack of power in the Ng and Perron tests might account for the findings of Rapach and Weber (2004): that the unit root null cannot be rejected for most OECD countries. Size distortions are mild in the case of Ng and Perron tests for two series, but are serious for the Phillips and Perron Z‐test on inflation rates. We then apply a powerful covariate augmented Dickey–Fuller unit root test to examine the series for which stationarity cannot be determined with the Ng and Perron tests. The bootstrap technique is also used to control possible size distortions. In contrast to the results of Rapach and Weber (2004), the bootstrap covariate augmented Dickey–Fuller test yields striking evidence that real interest rates are stationary for 14 of 16 OECD countries, because nominal interest rates are stationary for the 14 countries, while inflation rates are stationary for all countries.