• 제목/요약/키워드: Count Data Model

검색결과 229건 처리시간 0.028초

기능점수를 이용한 소프트웨어 규모추정 실증연구 (An Empirical Study of SW Size Estimation by using Function Point)

  • 김승권;이종무;박호인
    • 디지털산업정보학회논문지
    • /
    • 제7권2호
    • /
    • pp.115-125
    • /
    • 2011
  • An accurate estimation of software development size is an important factor in calculating reasonable cost of project development and determining its success. In this study, we propose estimation models, using function point based on the functional correlation between software, with empirical data. Three models($FP_{est}(I)$, $FP_{est}(II)$, $FP_{est}(III)$) are developed with correlation and regression analysis. The validity of the models is evaluated by the significance test by comparing values of Mean Magnitude of Relative Error (MMRE) and predictions of each model at level n%. Model $FP_{est}(III)$ proved to be superior to other models such as IFPC(Indicative Function Point Count), EFPC(Estimated Function Point Count), EPFS(Early Prediction of Function Size), $FP_{est}(I)$, and $FP_{est}(II)$. As a result, the accuracy of the model appears to be very high to determine the usefulness of the model to finally overcome weakness of other estimation models. The model can be efficiently used to estimate project development size including software size or manpower allocation.

$Excalibur^{TM}$ 상에서의 DMAC 구현 (DMAC implementation On $Excalibur^{TM}$)

  • 황인기
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2003년도 학술회의 논문집 정보 및 제어부문 B
    • /
    • pp.959-961
    • /
    • 2003
  • In this paper, we describe implemented DMAC (Direct Memory Access Controller) architecture on Altera's $Excalibur^{TM}$ that includes industry-standard $ARM922T^{TM}$ 32-bit RISC processor core operating at 200 MHz. We implemented DMAC based on AMBA (Advanced Micro-controller Bus Architecture) AHB (Advanced Micro-performance Bus) interface. Implemented DMAC has 8-channel and can extend supportable channel count according to user application. We used round-robin method for priority selection. Implemented DMAC supports data transfer between Memory-to-Memory, Memory-to-Peripheral and Peripheral-to-Memory. The max transfer count is 1024 per a time and it can support byte, half-word and word transfer according to AHB protocol (HSIZE signals). We implemented with VHDL and functional verification using $ModelSim^{TM}$. Then, we synthesized using $LeonardoSpectrum^{TM}$ with Altera $Excalibur^{TM}$ library. We did FPGA P&R and targeting using $Quartus^{TM}$. We can use implemented DMAC module at any system that needs high speed and broad bandwidth data transfers.

  • PDF

교통문화지수의 변화 패턴에 근거한 사고 요인 분석 (Analysis of Accident Factors based on Changing Patterns of Traffic Culture Index)

  • 김태양;박병호
    • 한국안전학회지
    • /
    • 제33권3호
    • /
    • pp.77-82
    • /
    • 2018
  • This paper aims to analyze the accident based on changing patterns of traffic culture index. For this purpose, this paper particularly focuses on classifying the traffic culture patterns and developing the traffic accidents using panel count data model. The main results are as follows. First, the traffic culture patterns are divided into 'increasing', 'decreasing' and 'other' patterns. The null hypotheses that the number of accident are the same over patterns are rejected. Second, 4 fixed effect negative binomial models which are all statistically significant are developed. Third, the regions with 'increasing' pattern are analyzed to be mostly the counties, and to demand the traffic law enforcement. Fourth, the regions with 'decreasing' pattern are evaluated to be mainly the districts and to require such the traffic culture as turn signal usage. Finally, the regions with 'other' pattern are analyzed to be mostly the cities and to ask for enhancing the level of traffic culture.

공간적 연관구조를 고려한 총범죄 자료 분석 (Analysis of Total Crime Count Data Based on Spatial Association Structure)

  • 최정순;박만식;원유복;김학열;허태영
    • 응용통계연구
    • /
    • 제23권2호
    • /
    • pp.335-344
    • /
    • 2010
  • 공간자료분석에서 공간적 상관성을 배제한 일반적인 회귀모형을 통한 모수 추정값들은 신뢰성의 문제가 지적 되어 오고 있다. 본 연구에서는 공간자료의 상관성을 고려한 모형을 구축하기 위하여 일변량 조건부자기회귀모형을 이용하였으며 베이지안 기법을 통하여 모수를 추정하고 공간상관성이 고려된 공간 가산자료모형과 고려되지 않은 일반 가산자료모형을 비교하였다. 연구 대상으로는 서울시의 25개 행정자치구별 총범죄 자료를 이용하였으며 자료분석을 통하여 도시계획과 같은 국가 정책의 수립에 참고자료로 활용될 수 있으리라 판단된다.

A Bayes Reliability Estimation from Life Test in a Stress-Strength Model

  • Park, Sung-Sub;Kim, Jae-Joo
    • Journal of the Korean Statistical Society
    • /
    • 제12권1호
    • /
    • pp.1-9
    • /
    • 1983
  • A stress-strength model is formulated for s out of k system of identical components. We consider the estimation of system reliability from survival count data from a Bayesian viewpoint. We assume a quadratic loss and a Dirichlet prior distribution. It is shown that a Bayes sequential procedure can be established. The Bayes estimator is compared with the UMVUE obtained by Bhattacharyya and with an estimator based on Mann-Whitney statistic.

  • PDF

Use of Generalized Linear Mixed Model for Pest Density in Repeated Measurement Data

  • Park, Heung-Sun;Cho, Ki-Jong
    • 한국통계학회:학술대회논문집
    • /
    • 한국통계학회 2003년도 춘계 학술발표회 논문집
    • /
    • pp.69-74
    • /
    • 2003
  • The estimation of pest density is a prime concern of Integrated Pest Management (IPM) because the success of artificial intervention such as spraying pestcides or natural enemies depends on pest density. Also, the spatial pattern of pest population within plants or plots has been studies in various ways. In this study, we applied generalized linear mixed model to Tetranychus urticae Koch , two-spotted spider mite count in glasshouse grown roses. For this analysis, the subject-specific as well as pupulation-averaged approaches are used.

  • PDF

생식독성과 Benchmark Dose를 활용한 Endosulfan의 노출허용수준 산출 (Estimating Permissible Intake Level for Endosulfan Using Benchmark Dose based on Reproductive Tonicity)

  • 이효민;윤은경;염영나;황명실;양기화;신효선
    • Toxicological Research
    • /
    • 제18권1호
    • /
    • pp.65-71
    • /
    • 2002
  • A benchmark dose (BMD) approach has been evaluated us a replacement for the traditional NOAEL methodology currently being wed to assess the noncancer effects of toxicants. The endocrine disrupt-ing effect of endosulfan which showed decrement of sperm count and testicular testosterone level in animals, was currently reported. The amount of endosulfan used as pesticide in the country has been continuously increased. The aim of this study was to suggest the permissible intake level (PIL), corresponding to Accept-able Daily Intake (ADI), based on endocrine disrupting effect wing BMD. Various animal data were collected by consideration of critical effect showing endocrine disruption and an animal data for reproductive toxicity was selected. The Power model from BMD software for induction of $BMD_10$ having meaning which is the dose at the 95% lower confidence limit on a 10% response was used due to that the form of selected dose-response animal data was continuous data. The $BMD_10$ was estimated to be 0.393 mg/kg/day based on reproductive toxicity showing decrement of sperm count. The permissible intake level (PIL) was calculated by dividing the $BMD_10$ by the uncertainty factors of 100 with consideration of from animal to human and human variability. The PIL as 0.004 mg/kg/day was compared with traditional ADI as 0.006 mg/kg/day based on the incidence of marked progressive glomerulonephrosis and blood vessel aneurysm in males.

공변량을 포함한 사망시간과 치료횟수의 모형화를 위한 주변환경효과모형의 적용 (Joint Modeling of Death Times and Counts Considering a Marginal Frailty Model)

  • 박희창;박진표
    • Journal of the Korean Data and Information Science Society
    • /
    • 제9권2호
    • /
    • pp.311-322
    • /
    • 1998
  • 본 논문에서는 환자의 수명과 치료횟수의 모형화를 위해 관측가능한 공변량을 포함하는 동시에 치료횟수에 대해 관측불가능한 환경요인을 고려하기 위한 주변환경효과모형을 이용하고자 한다. 환경 효과를 나타내는 분포를 감마분포로 가정 하여 사망시간과 치료횟수의 결합모형을 개발하고, 모형에 포함된 모수의 추론과정을 논의하며, 개발된 모형을 Autologous Blood and Marrow Transplant Registry(ABMTR)에 등록된 환자의 자료에 적용하여 환경효과를 고려하지 않은 독립모형과 비교하여 치료횟수에 영향을 미치는 환경요인의 효과를 검토하고자 한다.

  • PDF

영과잉 가산자료(Zero-inflated Count Data) 분석 방법을 이용한 지역사회 거주 노인의 노인학대 발생과 심각성에 미치는 위험요인 분석 (Risk Factors Influencing Probability and Severity of Elder Abuse in Community-dwelling Older Adults: Applying Zero-inflated Negative Binomial Modeling of Abuse Count Data)

  • 장미희;박창기
    • 대한간호학회지
    • /
    • 제42권6호
    • /
    • pp.819-832
    • /
    • 2012
  • Purpose: This study was conducted to identify risk factors that influence the probability and severity of elder abuse in community-dwelling older adults. Methods: This study was a cross-sectional descriptive study. Self-report questionnaires were used to collect data from community-dwelling Koreans, 65 and older (N=416). Logistic regression, negative binomial regression and zero-inflated negative binomial regression model for abuse count data were utilized to determine risk factors for elder abuse. Results: The rate of older adults who experienced any one category of abuse was 32.5%. By zero-inflated negative binomial regression analysis, the experience of verbal-psychological abuse was associated with marital status and family support, while the experience of physical abuse was associated with self-esteem, perceived economic stress and family support. Family support was found to be a salient risk factor of probability of abuse in both verbal-psychological and physical abuse. Self-esteem was found to be a salient risk factor of probability and severity of abuse in physical abuse alone. Conclusion: The findings suggest that tailored prevention and intervention considering both types of elder abuse and target populations might be beneficial for preventative efficiency of elder abuse.

안전 메시지 전달을 위해 가우시안 모델을 적용한 하이브리드 차량 통신 시스템 (A hybrid-vehicular communication systems using a gaussian model for sending a safe message)

  • 오상엽
    • 디지털융복합연구
    • /
    • 제10권7호
    • /
    • pp.161-166
    • /
    • 2012
  • 고속도로에서 교통사고가 발생하면 연쇄 추돌 사고를 예방하기 위해 주변 차량에게 안전 메시지를 브로드캐스트 해야 한다. 또한, 표본 개수의 증가는 메모리의 한계 때문에 추정치의 정확도가 낮은 문제점을 가진다. 본 논문에서는 가우시안 모델에 백오프 알고리즘을 적용한 RVC 시스템을 제안한다. 그리고 이웃 노드 개수의 수집 채널, 데이터 채널, RSU 통신 채널로 분리하여 통신 지연을 예방하는 MAC 프로토콜을 제안한다. 결과적으로, 기존 기법보다 제안된 프로토콜이 프레임 수신율의 약 10% 정도 개선되었음을 확인하였다.