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This book contains new aspects of model diagnostics in time series analysis, including variable selection problems and higher-order asymptotics of tests.This is the first book to cover systematic approaches and widely applicable results for nonstandard models including...
This book integrates the fundamentals of asymptotic theory of statistical inference for time series under nonstandard settings, e.g., infinite variance processes, not only from the point of view of efficiency but also from that of robustness and optimality by minimizing...
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