Li, Deli; Klesov, Oleg; Stoica, George - In: Statistical Papers 55 (2014) 4, pp. 1035-1045
Let <InlineEquation ID="IEq1"> <EquationSource Format="TEX">$$\mathbb{N }=\{1, 2, 3, \ldots \}$$</EquationSource> <EquationSource Format="MATHML"> <math xmlns:xlink="http://www.w3.org/1999/xlink"> <mrow> <mi mathvariant="double-struck">N</mi> <mo>=</mo> <mo stretchy="false">{</mo> <mn>1</mn> <mo>,</mo> <mn>2</mn> <mo>,</mo> <mn>3</mn> <mo>,</mo> <mo>…</mo> <mo stretchy="false">}</mo> </mrow> </math> </EquationSource> </InlineEquation>. Let <InlineEquation ID="IEq2"> <EquationSource Format="TEX">$$\{X, X_{n}; n \in \mathbb N \}$$</EquationSource> <EquationSource Format="MATHML"> <math xmlns:xlink="http://www.w3.org/1999/xlink"> <mrow> <mo stretchy="false">{</mo> <mi>X</mi> <mo>,</mo> <msub> <mi>X</mi> <mi>n</mi> </msub> <mo>;</mo> <mi>n</mi> <mo>∈</mo> <mi mathvariant="double-struck">N</mi> <mo stretchy="false">}</mo> </mrow> </math> </EquationSource> </InlineEquation> be a sequence of i.i.d. random variables, and let <InlineEquation ID="IEq3"> <EquationSource Format="TEX">$$S_{n}=\sum _{i=1}^{n}X_{i}, n \in \mathbb N $$</EquationSource> <EquationSource Format="MATHML"> <math xmlns:xlink="http://www.w3.org/1999/xlink"> <mrow> <msub> <mi>S</mi> <mi>n</mi> </msub> <mo>=</mo> <msubsup> <mo>∑</mo> <mrow> <mi>i</mi> <mo>=</mo> <mn>1</mn> </mrow> <mi>n</mi> </msubsup> <msub> <mi>X</mi> <mi>i</mi> </msub> <mo>,</mo> <mi>n</mi> <mo>∈</mo> <mi mathvariant="double-struck">N</mi> </mrow> </math> </EquationSource> </InlineEquation>....</equationsource></equationsource></inlineequation></equationsource></equationsource></inlineequation></equationsource></equationsource></inlineequation>