• 제목/요약/키워드: density function

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Effect of Nonnormality on Bayes Decision Function for Testing Normal Mean

  • Bansal, Ashok K.
    • Journal of the Korean Statistical Society
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    • 제8권1호
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    • pp.15-21
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    • 1979
  • A zone of sensitivity is developed to investigate the effect of nonnormality on the Bayes decision function for testing mean of a normal population when either parent or prior belongs to Edgeworthian family of moderately nonnormal probability density functions.

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확률밀도함수의 축차모수추정 방법 (Recursive Parameter estimation algorithm of the Probability)

  • 한영열;박진수
    • 한국통신학회:학술대회논문집
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    • 한국통신학회 1984년도 춘계학술발표회논문집
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    • pp.42-45
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    • 1984
  • we propose a new parameter estimation algorithm that converge with probability one and in mean square, If the mean is the function of parameter of the probability density function. This recursive algorithm is applicable also ever the parameters we estimate are multiparameter case. And the results are shown by the computer simulation.

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THE BERGMAN KERNEL FUNCTION AND THE DENSITY THEOREMS IN THE PLANE

  • Jeong, Moonja
    • 대한수학회보
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    • 제31권1호
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    • pp.115-123
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    • 1994
  • The Bergman kernel is closely connected to mapping problems in complex analysis. For example, the Riemann mapping function is witten down in terms of the Bergman kernel. Hence, information about the bergman kernel gives information about mappings. In this note, we prove the following theorem.

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폐경 후 류마티스 관절염 여성의 골량감소 판별요인 (Determinants of Reduced Bone Mass in Postmenopausal Women with Rheumatoid Arthritis)

  • 이은남
    • 재활간호학회지
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    • 제2권2호
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    • pp.193-205
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    • 1999
  • This study was carried out to identify the important risk factors for reduced bone mass of postmenopausal RA patients and to develop discriminant function which can classify postmenopausal RA patients with either reduced or normal bone mass. Through the literature review, individual characteristics such as age, body weight, height, age of menarche, duration of menopause, gravity, parity, and breast feeding period and factors of life style such as milk consumption exercise habit, alcohol intake, cigarette smoking, coffee consumpt ion , disease activity, corticosteroid therapy were identified as influencing factors of reduced bone mass in RA patients Sixty eight postmenopausal women with rheumatoid arthritis aged between 42 and 76 were selected among those who checked bone mineral density in lumbar spine and femur from october, 1998 to Apr il, 1999 at Dong-a university hospital in Pusan. Assessment of disease activity, duration of disease and corticosteroid therapy were made by the same rheumatologist and included Ritchie articular index, erythrocyte sedimentation rate, and C-reactive protein on measuring bone mineral density. Cumulative steroid dosage was calculated from the daily dosage multiplied by t h e number of days received. The information of other risk factor including health assessment score, individual characteristics and life style factors were collected by questionnaire. Bone mineral density(BMD) was measured using DXA at lumbar spine and femoral Ward's triangle. Discriminant function(regression equation) was developed for estimating the likelihood of the presence or absence of reduced bone mass. The results are as follows: Among the subjects, thirteen(19.1%) exhibited osteoporosis in lumbar spine and twenty four(35.3%) exhibited osteoporosis in femoral Ward's triangle. For lumbar spine, the variables significant were age, body weight, health assessment score, while for femoral Ward's triangle, age, body weight, duration of disease. But disease activity and corticosteroid therapy were not signigicant to distinguish reduced bone mass from normal bone mass. When the discriminant function was evaluated by comparing the observed out come with predicted out come, the discriminant function correctly classified 85.4% of patients with reduce bone mass and 63.0% of patients with normal bone mass in the lumbar spine and 100% of patients with reduced bone mass and 9.1% of patients with normal bone mass in the femoral Ward's triangle. In summary, we found that osteoporosis in postmenopausal women with RA is more evident at the femur than the lumbar spine. Also the important discriminant factors of reduced bone mass postmenopausal women with RA were age, body weight , duration of disease and health disability. In nursing situation, the efforts to improve of functional capacity of postmenopausal women with rheumatoid arthritis should be considered to prevent osteoporosis and fractures. Also we recommend those postmenopausal women with RA who are classified as a group of the reduced bone mass in the discriminant function should examine the bone mineral density to further examine the usefulness of this discriminant function.

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Omega-3가 지질과 간기능검사에 미치는 영향 (Effects of Omega-3 on Lipid and Liver Function Tests)

  • 최우순
    • 대한임상검사과학회지
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    • 제50권2호
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    • pp.183-189
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    • 2018
  • 에이코사펜타엔산(EPA) 및 도코사헥사엔산(DHA)을 비롯한 오메가-3 불포화 지방산은 어류 및 어유에 많이 존재한다. 최근 연구에 따르면 오메가-3 지방산이 암, 심장 혈관 질환, 면역 체계, 간경변 및 신경계 장애에 효과가 있는 것으로 나타났다. 특히, 오메가-3는 고지혈증 개선과 간기능검사에 도움을 주는 것으로 보고되고 있다. 하지만 우리나라의 경우 사례가 많지 않다. 본 연구에서는 오메가-3를 2주간 1 gm/day을 섭취하여 혈중 고지혈증과 간기능 개선에 효과가 있는지 알아보고자 하였다. 본 실험 결과, 간기능검사에서는 AST가 감소하였고, 알콜성간염이나 지방간과 관계있는 GGT에서 유의한 결과를 보였다. 오메가-3가 간기능 개선에 도움을 주는 것으로 나타났다. 심혈관질환과 관계있는 중성지방, 총콜레스테롤, 저밀도 콜레스테롤은 오메가-3 섭취후 감소를 보였고, 특히 고밀도 콜레스테롤이 유의하게 증가하였다. 고지혈 질환에서도 개선효과가 있는 것으로 나타났다. 남자군과 여자군별 오메가-3 섭취 전과 후를 비교한 결과, 남자군에서는 AST에서 유의한 결과를 보였고, 여자군에서는 GGT와 고밀도 콜레스테롤에서 유의한 결과를 보였다. 결과적으로 오메가-3 섭취가 간기능검사나 고지혈 질환의 예방 및 개선에 도움이 되는 것으로 나타났다.

ROC 함수 추정 (ROC Function Estimation)

  • 홍종선;;홍선우
    • 응용통계연구
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    • 제24권6호
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    • pp.987-994
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    • 2011
  • 모집단이 부도와 정상상태로 구분되는 신용평가 관점에서 부도와 정상 상태의 조건부 누적분포함수를 추정하는 방법으로 정규혼합 분포추정과 kernel density estimation을 이용하는 분포추정을 고려한다. 정규혼합 분포의 모수를 EM 알고리즘을 사용해 추정하고, KDE 방법에서는 많이 사용하는 다섯 종류의 커널 함수와 네가지의 띠폭을 이용한다. 그리고 추정한 분포로부터 구한 각각의 ROC 함수를 구한다. 추정한 분포들의 적합도를 비교 분석하고, 이를 바탕으로 구한 ROC 곡선의 성과를 비교 토론한다. 본 연구에서는 KDE 방법으로 추정한 분포함수가 더 적합하고, 추정한 정규혼합 분포를 이용한 ROC 함수가 더 좋은 성과를 나타내는 것을 발견하였다.

가우시안 커널 밀도 추정 함수를 이용한 오토인코더 기반 차량용 침입 탐지 시스템 (Autoencoder-Based Automotive Intrusion Detection System Using Gaussian Kernel Density Estimation Function)

  • 김동현;임형철;이성수
    • 전기전자학회논문지
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    • 제28권1호
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    • pp.6-13
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    • 2024
  • 본 논문에서는 비지도학습 모델인 오토인코더와 가우시안 커널 밀도 추정 함수를 이용하여 차량용 CAN 네트워크에서 비정상적인 데이터를 탐지하는 방안을 제안한다. 제안하는 오토인코더 모델은 정상 데이터에서 CAN 프레임의 ID만으로 학습시킨다. 이후 가우시안 커널 밀도 추정 함수를 이용하여 구한 최적의 프레임 개수와 손실 임계값을 가지는 모델을 사용하여 비정상 데이터를 효과적으로 탐지한다. DoS 공격, Gear 스푸핑 공격, RPM 스푸핑 공격, Fuzzy 공격 등 4가지 공격 데이터로 오토인코더 기반 IDS를 검증하였으며 성능을 평가하였다. 기존 비지도학습 기반 모델들과 비교했을 때 우수한 성능을 나타냈으며 모든 평가 지표에서 99% 이상의 성능을 나타냈다.

넙치양식장 밀식에 따른 생산성에 관한 연구 (Productivity of the Flounder Stocking Density on the Flounder Culture Farms)

  • 어윤양
    • 수산경영론집
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    • 제42권2호
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    • pp.85-96
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    • 2011
  • Oliver flounder population density affect Oliver flounder growth and mortality rate. In laboratory pilot experiment, Oliver flounder growth rate is inversely proportional to stocking density. But previous study has not proved external validity. This study is aimed to analyze the effect of stocking density on the Oliver flounder culture farms in Jeju Island. In order to do this, I selected 13 farms in Jeju island as a sample. In the study, various analytical methods including productivity analysis, regression analysis, statistical analysis were conducted for 13 Oliver flounder culture farms. The result of analysis can be summarized as follows. First, in case of the Oliver flounder culture farms, Bertalanffy equation is not applicable to the Oliver flounder growth. Second, the Oliver flounder stocking density, defined as the surface area of Oliver flounder per $m^2$ of water surface area, is preferred to density definition defined as the weight of Oliver flounder per $m^2$ of water surface area on the Oliver Flounder Culture Farms case. Third, growth rate and production weight on the Oliver flounder culture farms are inversely proportional to stocking density on spearman rank correlation test. When extensive comparable biological and culture condition data become available, analysis model can be easily modified to yield more accurate results.

3중 밀도 이산 웨이브렛 변환을 이용한 디지털 영상처리 기법 (The Digital Image Processing Method Using Triple-Density Discrete Wavelet Transformation)

  • 신종홍
    • 디지털산업정보학회논문지
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    • 제8권3호
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    • pp.133-145
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    • 2012
  • This paper describes the high density discrete wavelet transformation which is one that expands an N point signal to M transform coefficients with M > N. The double-density discrete wavelet transform is one of the high density discrete wavelet transformation. This transformation employs one scaling function and two distinct wavelets, which are designed to be offset from one another by one half. And it is nearly shift-invariant. Similarly, triple-density discrete wavelet transformation is a new set of dyadic wavelet transformation with two generators. The construction provides a higher sampling in both time and frequency. Specifically, the spectrum of the first wavelet is concentrated halfway between the spectrum of the second wavelet and the spectrum of its dilated version. In addition, the second wavelet is translated by half-integers rather than whole-integers in the frame construction. This arrangement leads to high density wavelet transformation. But this new transform is approximately shift-invariant and has intermediate scales. In two dimensions, this transform outperforms the standard and double-density discrete wavelet transformation in terms of multiple directions. Resultingly, the proposed wavelet transformation services good performance in image and video processing fields.

의복패턴상에서 직물의 각도 변화에 따른 봉합강도 (Seam-Strength as a Function of Angle of Bias on the Patterns)

  • 이명희;최석철
    • 한국의류학회지
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    • 제21권4호
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    • pp.710-717
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    • 1997
  • An investigation made of fabric strength & elongation and the lock stitch seam strength & elongation by stitch density (N1.5; 26 stitches/3 cm, N2.0; 19 stitches/3 cm, N2.5; 14 stitches/3cm) depending on methods of. sample prepariation (angle variations of unseamed sample and overlapping way of seamed sample) It found maximum stitch density that results of the seam strength test was highist in each angle of bias. The results obstained were as follows: 1. As the results of fabric strength and elongation tests as a function of angle of bias, breaking strength were that warp and weft angles (0$^{\circ}$, 90$^{\circ}$) were much higher than bias angles (20$^{\circ}$, 30$^{\circ}$, 45$^{\circ}$, 60$^{\circ}$) . And otherwise breaking elongation were that 45$^{\circ}$ angle of bias were highest and were that the warp & weft way were lower. 2. As the results of the seam strength tests by the stitch density under samples of same angles, the maximum stitch density were those; under 0$^{\circ}$/0$^{\circ}$, 60$^{\circ}$/60$^{\circ}$:F1, F2-N2.0, F3-N1.5, under 20$^{\circ}$/20$^{\circ}$, 30$^{\circ}$/30$^{\circ}$, 45$^{\circ}$/45$^{\circ}$: F1-N2.5, F2-N2.0, F3-N1.5, under 90$^{\circ}$/90$^{\circ}$: F1, F2, F3-N1.5. 3. As the results of the seam strength tests by the stitch density under samples of symmetry angles, the maximum stitch density were those; under 20$^{\circ}$/-20$^{\circ}$, 30$^{\circ}$/-30$^{\circ}$, 60$^{\circ}$/-60$^{\circ}$: F1, F3-N1.5, F2-N2.0, under 45$^{\circ}$/-45$^{\circ}$: F1, F2-N2.0, F3-N1.5.

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