• 제목/요약/키워드: censorship

검색결과 135건 처리시간 0.026초

비례위험모형의 적합도 검정법에 관한 연구 (A study on the goodness-of-fit tests for proportional hazards model)

  • 장애방;이재원
    • 응용통계연구
    • /
    • 제10권1호
    • /
    • pp.85-104
    • /
    • 1997
  • Cox(1972)가 제안한 비례위험모형은 두 표본의 처리를 비교하거나 공변량의 효과와 생존시간의 관계를 회귀적으로 해석하는 등 다양한 상황에 쓰일 수 있어 널리 이용되고 있다. 따라서 비례위험모형에 대하여 많은 통계 학자들이 연구를 하였는데, 그중에서도 적합도 검정법에 대하여 여러 편의 논문이 발표되었다. 본 논문에서는 지금까지 제안된 비례위험모형에 대한 적합도 검정법에 관하여 설명하고, 다양한 형태의 자료에 대한 모의실험을 통하여 비례위험모형을 이용하여 생존분석을 실시하려는 통계분석가들에게 도움이 되도록 각각의 특성에 관하여 논의하였다.

  • PDF

Conditional Bootstrap Methods for Censored Survival Data

  • Kim, Ji-Hyun
    • Journal of the Korean Statistical Society
    • /
    • 제24권1호
    • /
    • pp.197-218
    • /
    • 1995
  • We first consider the random censorship model of survival analysis. Efron (1981) introduced two equivalent bootstrap methods for censored data. We propose a new bootstrap scheme, called Method 3, that acts conditionally on the censoring pattern when making inference about aspects of the unknown life-time distribution F. This article contains (a) a motivation for this refined bootstrap scheme ; (b) a proof that the bootstrapped Kaplan-Meier estimatro fo F formed by Method 3 has the same limiting distribution as the one by Efron's approach ; (c) description of and report on simulation studies assessing the small-sample performance of the Method 3 ; (d) an illustration on some Danish data. We also consider the model in which the survival times are censered by death times due to other caused and also by known fixed constants, and propose an appropriate bootstrap method for that model. This bootstrap method is a readily modified version of the Method 3.

  • PDF

문화콘텐츠 심의제도의 성격과 국가간 비교 연구 - 게임물 심의제도를 중심으로 - (Comparison Study of Int'l Cultural Contents Screening and Distinctive Procedures)

  • 김민규
    • 한국디지털정책학회:학술대회논문집
    • /
    • 한국디지털정책학회 2004년도 춘계학술대회
    • /
    • pp.195-204
    • /
    • 2004
  • Due to growth of diversified media, content screening is the definite procedures. The procedures of screening varies from country by country in various reasons. Therefore, reason of conducting such study is to compare & contrast screening process by countries. In order to clarify definition of terms that measures screening, "censorship" means "legislative filtering process prior to public appearance". In contrary "Rating and/or Classification" is defined opposite of it. After defining these terms, Screening is dignified into two distinctive measures, which are "legislative intereference" and "voluntary notification". Those two measures are again sub-categorized into eight distinctive operational definition. Utilizing those distinctive measures, our study has concluded as US, Japan and some laissez-faire countries use "voluntary notification" systems but in contrast China and Brunei use "legislative filtering" system.? Korea and Australia uses unique combination of both system. In order for Korea to adopt "voluntary notification system", legislative intereference must be weaken and develop strong "voluntary notification" system.

  • PDF

임의 중단모형에서 최소제곱법을 이용한 와이블분포의 모수 추정 (An Estimation of Parameters in Weibull Distribution Using Least Squares Method under Random Censoring Model)

  • 이우동
    • Journal of the Korean Data and Information Science Society
    • /
    • 제7권2호
    • /
    • pp.263-272
    • /
    • 1996
  • 임의의 기계에 대한 수명의 분포는 와이블분포를 하는 경우가 흔하다. 그리고 현실적으로 기계의 수명시간을 검정할 때, 시험시간및 여러 환경적인 제약에 의하여 표본으로 주어진 기계의 수명을 모두 관측하기는 어렵다. 그래서, 본 연구에서는 임의 중단모형 하에서 와이블분포의 모수를 최소제곱법(least squares method)을 이용하여 추정하고 기존의 최대우도추정량(maximum likelihood estimates)과 효율성의 측면에서 비교하고자 한다.

  • PDF

Reliability for Series and Parallel Systems in Bivariate Pareto Model : Random Censorship Case

  • Cho, Jang-Sik;Cho, Kil-Ho;Lee, Woo-Dong
    • Journal of the Korean Data and Information Science Society
    • /
    • 제14권3호
    • /
    • pp.461-469
    • /
    • 2003
  • In this paper, we consider the series and parallel system which include two components. We assume that the lifetimes of two components follow the bivariate Pareto model with random censored data. We obtain the estimators and approximated confidence intervals of the reliabilities for series and parallel systems based on maximum likelihood estimator and the relative frequency, respectively. Also we present a numerical example by giving a data set which is generated by computer.

  • PDF

Estimator of Mean Residual Life for Some Parametric Families Using Censored Data

  • Cho, Byung Yup;Choi, Kuey Chung;Choi, Sook Hee;Son, Young Nam
    • 품질경영학회지
    • /
    • 제23권2호
    • /
    • pp.80-90
    • /
    • 1995
  • In this paper we consider a new estimator of mean residual life(MRL) under the random censorship model, based on the partial moment of the distribution. The parameters of a partial moment are estimated by its maximum likelihood estimators when the underlying distribution is known. Though the new estimator is not a consistent estimator of the MRL, it is shown to have smaller mean squared error than the well known empirical MRL estimator for a parametric family. We also compare the proposed estimator with some other estimators in terms of MSE for exponential and lognormal distributions using censored data.

  • PDF

Mean Lifetime Estimation with Censored Observations

  • Kim, Jin-Heum;Kim, Jee-Hoon
    • Journal of the Korean Statistical Society
    • /
    • 제26권3호
    • /
    • pp.299-308
    • /
    • 1997
  • In the simple linear regression model Y = .alpha.$_{0}$ + .beta.$_{0}$Z + .epsilon. under the right censorship of the response variables, the estimation of the mean lifetime E(Y) is an interesting problem. In this paper we propose a method of estimating E(Y) based on the observations modified by the arguments of Buckley and James (1979). It is shown that the proposed estimator is consistent and our proposed procedure in the simple linear regression case can be naturally extended to the multiple linear regression. Finally, we perform simulation studies to compare the proposed estimator with the estimator introduced by Gill (1983).83).

  • PDF

A Study on the Interrelationship Between the Unconscious and Digital Images

  • Choi, Won-Ho
    • Journal of information and communication convergence engineering
    • /
    • 제8권6호
    • /
    • pp.725-728
    • /
    • 2010
  • The subject collects information and constructs the outside world mainly through the sense of sight, though he cannot help but always see things from the viewpoint of the self-aware ego. While we are able to access the unconscious of which the latent desire is reflected in involuntary images and dream images, the substance of desire cannot be easily accessed due to the censorship of the ego and the super-ego, which makes images of the unconscious nonlinear, and allows us to pursue fantasies for pleasure. The original human desire to record and express visual objects has come true with technological fulfillments, and furthermore, digital technology has realized visual pleasure and desire, through simulation. The images that the unconscious produces and the images that digital technology produces are a visualization of objects by the subject's desire, and the subject realizes his pleasure through a visual fantasy. This study, based on the mechanism of the unconscious and the formal stamps of digital images, explores the interrelationship between the unconscious and digital images, both of which seek pleasure and desire.

Evaluation of Safeness and Functionality in Applied Technologies for Mobile Messengers

  • Cho, Gyu-Sang
    • 한국컴퓨터정보학회논문지
    • /
    • 제21권8호
    • /
    • pp.29-39
    • /
    • 2016
  • Recently, KakaoTalk users seek secure messengers with fears of 'possible' censorship over a mobile messenger. Instead German messenger "Telegram" is gaining popularity in South Korea. Are the known as secure messengers actually secure? In this paper, we evaluate secure mobile messengers in terms of private information protection. We establish the fourteen criteria to evaluate the functionality of messenger apps including communication encryption in transit, the possibility of leakage of decrypted messages via server, an encryption algorithm, a key exchange algorithm, an ephemeral message application, etc. Line, Telegram, Snapchat, WhatsApp, Wickr, Facebook Messenger and KakaoTalk, which have many worldwide and domestic users, are to be targeted. Wickr is ranked at the top of the evaluation, followed by Telegram and Line but KakaoTalk and Snapchat are ranked at the bottom of the evaluation list.

이변량 임의 중단된 이변량지수 모형에 대한 추론 (Inference for Bivariate Exponential Model with Bivariate Random Censored Data)

  • 조장식;신임희
    • Journal of the Korean Data and Information Science Society
    • /
    • 제10권1호
    • /
    • pp.37-45
    • /
    • 1999
  • 본 논문에서는 Marshall-Olkin의 이변량 지수모형을 따르는 두 부품의 수명들이 이변량 임의 중단된 자료로 관찰되는 경우를 생각한다. 이 경우 모수와 시스템 신뢰도에 대한 최우추정량을 구하고 근사적 정규성을 이용하여 두 부품의 수명에 대한 동일성 및 독립성 검정법을 제안한다. 그리고 모의실험을 통하여 제안된 추정량들과 검정법들의 유의확률을 계산한다.

  • PDF