• 제목/요약/키워드: partial sums

검색결과 61건 처리시간 0.019초

Almost Sure Convergence of Randomly Weighted Sums with Application to the Efrom Bootstrap

  • Kim, Tae-Sung;Kim, Hyuk-Joo;Seok, Eun-Yang
    • Communications for Statistical Applications and Methods
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    • 제6권2호
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    • pp.585-594
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    • 1999
  • Let {$X_{nj}$, 1$\leq$j$\leq$n,j$\geq$1} be a triangular array of random variables which are neither independent nor identically distributed. The almost sure convergences of randomly weighted partial sums of the form $$\sum_n^{j=1}$$ $W_{nj}$$X_{nj} are studied where {Wnj 1$\leq$j$\leq$n, j$\geq$1} is a triangular array of random weights. Application regarding the Efron bootstrap is also introduced.

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A CENTRAL LIMIT THEOREM FOR LINEAR PROCESSES UNDER LINEAR NEGATIVELY QUADRANT DEPENDENCE

  • Kim, Hyun-Chull
    • 충청수학회지
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    • 제26권3호
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    • pp.615-623
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    • 2013
  • In this paper we establish a central limit theorem for weighted sums of $Y_n={\sum_{i=1}^{n}}a_n,_iX_i$, where $\{a_{n,i},\;n{\in}N,\;1{\leq}i{\leq}n\}$ is an array of nonnegative numbers such that ${\sup}_{n{\geq}1}{\sum_{i=1}^{n}}a_{n,i}^2$ < ${\infty}$, ${\max}_{1{\leq}i{\leq}n}a_{n,i}{\rightarrow}0$ and $\{X_i,\;i{\in}N\}$ is a sequence of linear negatively quadrant dependent random variables with $EX_i=0$ and $EX_i^2$ < ${\infty}$. Using this result we will obtain a central limit theorem for partial sums of linear processes.

The Strong Laws of Large Numbers for Weighted Averages of Dependent Random Variables

  • Kim, Tae-Sung;Lee, Il-Hyun;Ko, Mi-Hwa
    • Communications for Statistical Applications and Methods
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    • 제9권2호
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    • pp.451-457
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    • 2002
  • We derive the strong laws of large numbers for weighted averages of partial sums of random variables which are either associated or negatively associated. Our theorems extend and generalize strong law of large numbers for weighted sums of associated and negatively associated random variables of Matula(1996; Probab. Math. Statist. 16) and some results in Birkel(1989; Statist. Probab. Lett. 7) and Matula (1992; Statist. Probab. Lett. 15 ).

Generalized k-Balancing and k-Lucas Balancing Numbers and Associated Polynomials

  • Kalika Prasad;Munesh Kumari;Jagmohan Tanti
    • Kyungpook Mathematical Journal
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    • 제63권4호
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    • pp.539-550
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    • 2023
  • In this paper, we define the generalized k-balancing numbers {B(k)n} and k-Lucas balancing numbers {C(k)n} and associated polynomials, where n is of the form sk+r, 0 ≤ r < k. We give several formulas for these new sequences in terms of classic balancing and Lucas balancing numbers and study their properties. Moreover, we give a Binet style formula, Cassini's identity, and binomial sums of these sequences.

무선망의 효율적 전력 할당 알고리즘 (Efficient Power Allocation Algorithm for Wireless Networks)

  • 안홍영
    • 한국인터넷방송통신학회논문지
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    • 제16권1호
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    • pp.103-108
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    • 2016
  • 통신 시스템에서 제한된 총 전력으로 여러개의 부채널로 이루어진 채널의 입력과 출력 사이의 상호정보를 최대화하는 문제의 해는 Waterfilling 구조를 가진다. 채널 상태 정보(CSI)를 알고 있을 때 OFDM이나 MIMO는 병렬의 독립된 부채널들로 분해 될 수 있다. 제한된 전력 하에 채널용량에 접근하는 전송속도를 위한 최적의 부채널 전력할당 문제의 해는 Waterfilling 으로 구할 수 있다. Waterfilling은 상태가 좋은(SNR이 높은) 부채널에 더 많은 전력을 할당하고 상태가 나쁜 채널들은 적은 전력이나 전력을 할당하지 않음으로서 상태가 좋은 부채널들의 전송속도를 높이고 결과적으로 전체 전송속도를 채널용량에 접근하게 한다. Waterfilling은 총 전력 제한을 만족하는 정확한 수면 높이를 찾는데 일반적으로 수면 높이를 추정하고 갱신해 나가는 반복적 알고리즘이 사용된다. 이 과정에서 부채널들에 대한 채널이득 제곱의 역수들의 부분합($\sum\limits_{n=1}^{Last}{\frac{N_0}{{\mid}h_n{\mid}^2}}$) 계산이 반복적으로 필요하다. 본 논문에서는 이런 부분합들을 초기화 단계에서 미리 계산하여 배열을 만들고 임의의 부분합 계산을 배열 참조로 대치함으로서 Waterfilling 알고리즘의 계산 시간을 줄였다.

ON A CLASS OF ANALYTIC FUNCTIONS INVOLVING RUSCHEWEYH DERIVATIVES

  • Yang, Dinggong;Liu, Jinlin
    • 대한수학회보
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    • 제39권1호
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    • pp.123-131
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    • 2002
  • Let A(p, k) (p, k$\in$N) be the class of functions f(z) = $z^{p}$ + $a_{p+k}$ $z^{p+k}$+… analytic in the unit disk. We introduce a subclass H(p, k, λ, $\delta$, A, B) of A(p, k) by using the Ruscheweyh derivative. The object of the present paper is to show some properties of functions in the class H(p, k, λ, $\delta$, A, B). B).

Some Distribution Results on Random Walk with Unspecified Terminus

  • Saran, Jagdish;Bansal, Sarita
    • Journal of the Korean Statistical Society
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    • 제30권3호
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    • pp.529-539
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    • 2001
  • This paper deals with the distributions of certain characteristics related to a symmetric random walk of an steps ending at an unspecified position, thus generalizing and extending the earlier work.

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FOURIER SERIES ACCELERATION AND HARDY-LITTLEWOOD SERIES

  • Ciszewski, Regina;Gregory, Jason;Moore, Charles N.;West, Jasmine
    • Journal of applied mathematics & informatics
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    • 제31권1_2호
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    • pp.263-276
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    • 2013
  • We discuss the effects of the ${\delta}^2$ and Lubkin acceleration methods on the partial sums of Fourier Series. We construct continuous, even H$\ddot{o}$lder continuous functions, for which these acceleration methods fail to give convergence. The constructed functions include some interesting trigonometric series whose properties were investigated by Hardy and Littlewood.

CONVERGENCE PROPERTIES OF THE PARTIAL SUMS FOR SEQUENCES OF END RANDOM VARIABLES

  • Wu, Yongfeng;Guan, Mei
    • 대한수학회지
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    • 제49권6호
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    • pp.1097-1110
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    • 2012
  • The convergence properties of extended negatively dependent sequences under some conditions of uniform integrability are studied. Some sufficient conditions of the weak law of large numbers, the $p$-mean convergence and the complete convergence for extended negatively dependent sequences are obtained, which extend and enrich the known results in the literature.

THE ALMOST SURE CONVERGENCE FOR THE IDENTICALLY DISTRIBUTED NEGATIVELY ASSOCIATED RANDOM VARIABLES WITH INFINITE MEANS

  • Kim, Hyun-Chull
    • Journal of applied mathematics & informatics
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    • 제28권1_2호
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    • pp.363-372
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    • 2010
  • In this paper we prove the almost sure convergence of partial sums of identically distributed and negatively associated random variables with infinite expectations. Some results in Kruglov[Kruglov, V., 2008 Statist. Probab. Lett. 78(7) 890-895] are considered in the case of negatively associated random variables.