• Title/Summary/Keyword: Interval estimation

Search Result 658, Processing Time 0.028 seconds

Performance Evaluation of Location Estimation System Using a Non Fixed Single Receiver

  • Myagmar, Enkhzaya;Kwon, Soon-Ryang
    • International Journal of Contents
    • /
    • 제10권4호
    • /
    • pp.69-74
    • /
    • 2014
  • General location aware systems are only applied to indoor and outdoor environments using more than three transmitters to estimate a fixed object location. Those kinds of systems have environmental restrictions that require an already established infrastructure. To solve this problem, an Object Location Estimation (OLE) algorithm based on PTP (Point To Point) communication has been proposed. However, the problem with this method is that deduction of performance parameters is not enough and location estimation is very difficult because of unknown restriction conditions. From experimental tests in this research, we determined that the performance parameters for restriction conditions are a maximum transmission distance of CSS communication and an optimum moving distance interval between personal locations. In this paper, a system applied OLE algorithm based on PTP communication is implemented using a CSS (Chirp Spread Spectrum) communication module. A maximum transmission distance for CSS communication and an optimum moving distance interval between personal locations are then deducted and studied to estimate a fixed object location for generalization.

Lynx Mobile Mapper를 이용한 레이저스캐너 기반 차량 MMS의 정확도 평가 (Accuracy Estimation of Laser scanning Mobile Mapping System using Lynx Mobile Mapper)

  • 정태준;윤홍식;황진상;김용현;위광재
    • 한국측량학회:학술대회논문집
    • /
    • 한국측량학회 2010년 춘계학술발표회 논문집
    • /
    • pp.69-71
    • /
    • 2010
  • In this paper, we focus on the accuracy estimation of laser scanning mobile mapping system using Lynx Mobile Mapper. For this, we surveyed checkpoints(181 points) in study areas. A method to estimate the accuracy of laser scanning mobile mapping system based on the measurement range, interval of control points and gps signal environments. As a result, to ensure reliable measurement results, we must be made a plan considering Measure range(60m or under) and operation. The estimation results showed the need for improving accuracy using control points about 150m interval according to environment error source.

  • PDF

모비율 차이의 신뢰구간들에 대한 비교연구 (A Comparison of Confidence Intervals for the Difference of Proportions)

  • 정형철;전명식;김대학
    • 응용통계연구
    • /
    • 제16권2호
    • /
    • pp.377-393
    • /
    • 2003
  • 본 논문에서는 두 모비율의 차에 대한 기존의 신뢰구간들을 소개하고 붓스트랩 신뢰구간도 제안하였다 또한 모비율의 차에 대한 신뢰구간이 가지는 성질로서 근사신뢰구간의 하향추정의 문제와 정확신뢰구간의 상향추정의 문제점들을 확인하였고 평균포함 확률, 구간기대폭 그리고 왜도성 측면에서 종합적인 비교를 하였다. 특히 모수에 대한 사전분포를 가정하여 여러 신뢰구간들이 지니는 특징도 살펴보았다 기존의 신뢰구간들과 제안된 붓스트랩 신뢰구간은 소표본의 모의실험을 통하여 실제 포함확률의 평균을 기준으로 비교되었고 이항분포에서와 같이 정확신뢰구간이 지니는 보수성을 확인할 수 있었다. 신뢰구간의 평균포함확률의 등고선 그림도 소개하였다.

통행시간 추정 및 예측을 위한 루프검지기 자료의 최적 집계간격 결정 (Investigating Optimal Aggregation Interval Size of Loop Detector Data for Travel Time Estimation and Predicition)

  • 유소영;노정현;박동주
    • 대한교통학회지
    • /
    • 제22권6호
    • /
    • pp.109-120
    • /
    • 2004
  • 1990년대 후반부터 구간 검지기를 이용한 링크통행시간 추정에 필요한 최소 표본수와 링크 및 경로 통행시간 추정과 예측을 위한 적정 집계간격에 대한 연구가 폭넓게 진행되어 왔다. 그러나 루프(지점)검지기를 이용한 교통정보수집체계의 경우, 합리적인 검증 없이 선정된 1분~5분의 집계간격을 이용하고 있다. 본 연구의 목적은 지점검지기인 루프검지기를 이용하여 통행시간자료를 수지하는 경우, 링크 및 경로 통행시간 추정과 예측을 위한 적정 집계간격 결정 모형을 개발하고 현장의 자료에 적용하는 것이다. 본 논문은 링크 및 경로 통행시간 추정을 위한 적정 집계간격 결정 모형으로 CVMSE(Cross Validated Mean Square Error)방법을 이용하였으며, 링크 및 경로 통행시간 예측을 위한 적정 집계간격 결정 모형으로는 FMSE(Forecasting Mean Square Error)를 적용하였다. 개발된 방법론은 경부고속도로의 루프이터에 적용되었다. 적용결과 링크 및 경로 통행시간 추정을 위한 적정 집계간격은 3분~5분으로, 링크 및 경로 통행시간 예측을 위한 적정 집계간격은 10~20분으로 분석되었다.

샘플링오차에 의한 품질통계 모형의 해석 (Interpretation of Quality Statistics Using Sampling Error)

  • 최성운
    • 대한안전경영과학회지
    • /
    • 제10권2호
    • /
    • pp.205-210
    • /
    • 2008
  • The research interprets the principles of sampling error design for quality statistics models such as hypothesis test, interval estimation, control charts and acceptance sampling. Introducing the proper discussions of the design of significance level according to the use of hypothesis test, then it presents two methods to interpret significance by Neyman-Pearson and Fisher. Second point of the study proposes the design of confidence level for interval estimation by Bayesian confidence set, frequentist confidential set and fiducial interval. Third, the content also indicates the design of type I error and type II error considering both productivity and customer claim for control chart. Finally, the study reflects the design of producer's risk with operating charistictics curve, screening and switch rules for the purpose of purchasing and subcontraction.

An Interval Algebra-based Modeling and Routing Method in Bus Delay Tolerant Network

  • Wang, Haiquan;Ma, Weijian;Shi, Hengkun;Xia, Chunhe
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • 제9권4호
    • /
    • pp.1376-1391
    • /
    • 2015
  • In bus delay-tolerant networks, the route of bus is determinate but its arrival time is indeterminate. However, most conventional approaches predict future contact without considering its uncertainty, which makes a limitation on routing performance. A novel approach is proposed by employing interval algebra to characterize the contact's uncertainty and time-varying nature. The contact is predicted by using the Bayesian estimation to achieve a better routing performance. Simulation results show that this approach achieves a good balance between delivery latency and delivery ratio.

Confidence Intervals and Joint Confidence Regions for the Two-Parameter Exponential Distribution based on Records

  • Asgharzadeh, A.;Abdi, M.
    • Communications for Statistical Applications and Methods
    • /
    • 제18권1호
    • /
    • pp.103-110
    • /
    • 2011
  • Exponential distribution is widely adopted as a lifetime model. Many authors have considered the interval estimation of the parameters of two-parameter exponential distribution based on complete and censored samples. In this paper, we consider the interval estimation of the location and scale parameters and the joint confidence region of the parameters of two-parameter exponential distribution based on upper records. A simulation study is done for the performance of all proposed confidence intervals and regions. We also propose the predictive intervals of the future records. Finally, a numerical example is given to illustrate the proposed methods.

Analyzing Clustered and Interval-Censored Data based on the Semiparametric Frailty Model

  • Kim, Jin-Heum;Kim, Youn-Nam
    • 응용통계연구
    • /
    • 제25권5호
    • /
    • pp.707-718
    • /
    • 2012
  • We propose a semi-parametric model to analyze clustered and interval-censored data; in addition, we plugged-in a gamma frailty to the model to measure the association of members within the same cluster. We propose an estimation procedure based on EM algorithm. Simulation results showed that our estimation procedure may result in unbiased estimates. The standard error is smaller than expected and provides conservative results to estimate the coverage rate; however, this trend gradually disappeared as the number of members in the same cluster increased. In addition, our proposed method was illustrated with data taken from diabetic retinopathy studies to evaluate the effectiveness of laser photocoagulation in delaying or preventing the onset of blindness in individuals with diabetic retinopathy.

비모수적 커널교정과 구간추정 (Nonparametric kernel calibration and interval estimation)

  • 이재창;전명식;김대학
    • 응용통계연구
    • /
    • 제6권2호
    • /
    • pp.227-235
    • /
    • 1993
  • 순서쌍으로 주어진 자료 $(x_i, y_i), i=1,2,\cdots,n$ 들에 대한 독립변수와 관련된 추정은 회귀분석과는 달리 교정(calibration)이라고 불리워진다. 본 논문에서는 정규상 등과 같은 가정을 하지않고 비모수적인 커널방법을 이용하여 교정함수를 추정하고 추정된 교정함수의 붓스트랩 신뢰대를 이용한 독립변수의 구간추정을 제안하고자 한다. 교정과 커널방법에 대해 설명하였으며 독립변수의 추정에 대한 문헌적 고찰과 함께 붓스트랩 신뢰대에 대하여 첨언하였고 실제 자료를 통하여 다른방법과 비교, 분석하였다.

  • PDF

On the Interval Estimation of the Difference between Independent Proportions with Rare Events

  • im, Yongdai;Choi, Daewoo
    • Communications for Statistical Applications and Methods
    • /
    • 제7권2호
    • /
    • pp.481-487
    • /
    • 2000
  • When we construct an interval estimate of two independent proportions with rare events, the standard approach based on the normal approximation behaves badly in many cases. The problem becomes more severe when no success observations are observed on both groups. In this paper, we compare two alternative methods of constructing a confidence interval of the difference of two independent proportions by use of simulation. One is based on the profile likelihood and the other is the Bayesian probability interval. It is shown in this paper that the Bayesian interval estimator is easy to be implemented and performs almost identical to the best frequentist's method -the profile likelihood approach.

  • PDF