ITERATED LOGARITHM INEQUALITIES

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چکیده

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Self-normalized Processes: Exponential Inequalities, Moment Bounds and Iterated Logarithm Laws by Victor

Self-normalized processes arise naturally in statistical applications. Being unit free, they are not affected by scale changes. Moreover, selfnormalization often eliminates or weakens moment assumptions. In this paper we present several exponential and moment inequalities, particularly those related to laws of the iterated logarithm, for self-normalized random variables including martingales. T...

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Self-normalized processes arise naturally in statistical applications. Being unit free, they are not affected by scale changes. Moreover, self-normalization often eliminates or weakens moment assumptions. In this paper we present several exponential and moment inequalities, particularly those related to laws of the iterated logarithm, for self-normalized random variables including martingales. ...

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ژورنال

عنوان ژورنال: Proceedings of the National Academy of Sciences

سال: 1967

ISSN: 0027-8424,1091-6490

DOI: 10.1073/pnas.57.5.1188