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NONPARAMETRIC NONSTATIONARITY TESTS
Econometric Theory, 2013We propose additive functional-based nonstationarity tests that exploit the different divergence rates of the occupation times of a (possibly nonlinear) process under the null of nonstationarity (stationarity) versus the alternative of stationarity (nonstationarity). We consider both discrete-time series and continuous-time processes. The discrete-time
Bandi, FM, Corradi, V
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NONPARAMETRIC TESTS FOR SERIAL DEPENDENCE
Journal of Time Series Analysis, 1992Abstract. A nonparametric test statistic based on the distance between the joint and marginal densities is developed to test for the serial dependence for a given sequence of time series data. The key idea lies in observing that, under the null hypothesis of independence, the joint density of the observations is equal to the product of their ...
Ngai Hang Chan, Lanh Tat Tran
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Nonparametric Maximum Likelihood Estimation of a Mixing Distribution
Journal of the American Statistical Association, 1978Nan Laird
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Smearing Estimate: A Nonparametric Retransformation Method
Journal of the American Statistical Association, 1983Naihua Duan
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Nonparametric statistical testing of EEG- and MEG-data
Journal of Neuroscience Methods, 2007Eric Maris, Robert Oostenveld
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