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Parente, Paulo M. D. C.; Smith, Richard J. - 2018 - This draft: July 2018

This article introduces and investigates the properties of a new bootstrap method for time-series data, the kernel block bootstrap. The bootstrap method, although akin to, offers an improvement over the tapered block bootstrap of Paparoditis and Politis (2001), admitting kernels with unbounded...

Persistent link: https://www.econbiz.de/10011878210

Robust resampling methods for time series

Camponovo, Lorenzo; Scaillet, Olivier; Trojani, Fabio - 2010 - This version: May 9, 2010

We study the robustness of block resampling procedures for time series. We first derive a set of formulas to … applications. This renders inference based on standard resampling methods useless already in simple estimation and testing settings …. To solve this problem, we introduce a robust fast resampling scheme that is applicable to a wide class of time series …

Persistent link: https://www.econbiz.de/10003971115

Trend und Zyklus im Bruttoinlandsprodukt der Bundesrepublik Deutschland : eine Anmerkung

Meier, Carsten-Patrick - 2000

Persistent link: https://www.econbiz.de/10013261092

Shortcomings of a parametric VaR approach and nonparametric improvements based on a non-stationary return series model

Gürtler, Marc; Rauh, Ronald - 2009 - This Version: 2009-09-09

A non-stationary regression model for financial returns is examined theoretically in this paper. Volatility dynamics are modelled both exogenously and deterministic, captured by a nonparametric curve estimation on equidistant centered returns. We prove consistency and asymptotic normality of a...

Persistent link: https://www.econbiz.de/10009487233

Multivariate tests of mean-variance efficiency and spanning with a large number of assets and time-varying covariances

Gungor, Sermin; Luger, Richard - 2013

resulting generalized non-parametric bounds tests with Monte Carlo resampling techniques. In sharp contrast to the usual tests …

Persistent link: https://www.econbiz.de/10009746573

Fractional integration and business cycle features

Candelon, Bertrand; Gil-Alaña, Luis A. - 2001

We show in this article that fractionally integrated univariate models for GDP may lead to a better replication of business cycle characteristics. We firstly show that the business cycle features are clearly affected by the degree of integration as well as by the other short run components of...

Persistent link: https://www.econbiz.de/10009614295

Likelihood-based panel cointegration test in the presence of a linear time trend and cross-sectional dependence

Arsova, Antonia; Karaman Örsal, Deniz Dilan - 2013

This paper proposes a new likelihood-based panel cointegration rank test which extends the test of Örsal & Droge (2012) (henceforth Panel SL test) to allow for cross-sectional dependence. The dependence is modelled by unobserved common factors which affect the variables in each cross-section...

Persistent link: https://www.econbiz.de/10010187855

The dynamics of real exchange rates : a reconsideration

Heinen, Florian; Kaufmann, Hendrik; Sibbertsen, Philipp - 2011

While it is widely agreed that Purchasing Power Parity (PPP) holds as a long-run concept the specific dynamic driving the process is largely build upon a priori economic belief rather than a thorough statistical modeling procedure. The two prevailing time series models, i.e. the exponential...

Persistent link: https://www.econbiz.de/10008908972

Testing CAPM with a large number of assets

Pesaran, M. Hashem; Yamagata, Takashi - 2012

This paper is concerned with testing the time series implications of the capital asset pricing model (CAPM) due to Sharpe (1964) and Lintner (1965), when the number of securities, N, is large relative to the time dimension, T, of the return series. In the case of cross-sectionally correlated...

Persistent link: https://www.econbiz.de/10009535779

Trend und Zyklus im Bruttoinlandsprodukt der Bundesrepublik Deutschland : eine Anmerkung

Meier, Carsten-Patrick - 2000

Diese Anmerkung zeigt, dass das reale Bruttoinlandsprodukt der Bundesrepublik Deutschland einem trendstationären Prozess folgt. Dabei werden sowohl ökonometrische Tests, bei denen die Trendstationarität die Alternativhypothese ist, eingesetzt als auch solche, bei denen sie die Nullhypothese...

Persistent link: https://www.econbiz.de/10011495591