• Title/Summary/Keyword: Rate function

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이산형 반응변수에서 오류 분배율 함수를 적용한 집단축차 검정 (Group Sequential Tests Using both Type I and Type II Error Spending Rate Functions on Binomial Response)

  • 김동욱;남진현
    • Communications for Statistical Applications and Methods
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    • 제17권1호
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    • pp.127-140
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    • 2010
  • 본 논문에서는 중간분석에서 사용되는 집단축차 검정법으로 이산형 반응변수인 경우, 오류 분배율 함수를 적용한 집단축차 검정법을 제안한다. 특히 제 1종 오류와 제 2종 오류를 모두 적용한 집단축차 검정법을 제안하며, 기존의 오류 분배율 함수를 포함하는 새로운 오류 분배율 함수를 제안한다. 반응변수가 이산형인 경우 정확한 크기 ${\alpha}$ 검정을 할 수 없으므로 각 검정단계에 사용될 오류율을 분배하는 대신 각 검정단계까지 사용되어야 할 누적 오류율을 이용한다. 오류 분배율 함수를 적용한 집단축차 검정은 기존의 집단축차 검정 보다 빠른 연산과 유연한 검정이 가능하다는 장점을 지니고 있으며, 본 논문에서 제시된 오류 분배율 함수를 이용해 특성을 비교한다.

대구지방 하천의 집중 강우후의 수계환경의 변화 (Environmental Changes of the Rivers in Taegu Area after a Heavy Rain)

  • Lyu, Seung-Won;Song, Seung-Dal
    • The Korean Journal of Ecology
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    • 제6권2호
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    • pp.81-89
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    • 1983
  • The change of environmental factors with flow rates were studied quantitatively for two rivers, the Nakdong River and the Sin stream, which have different basins in ecosystem structures, during short period after a heavy rain. In the Nakdong River, transparency, DO, alkalinity and hardness were negatively correlated with the flow rate by logarithmic function, but the concentration of SiO2 was relatively constant regardless of the flow chage. In the Sin stream, transparency, alkalinity, hardness and the concentration of NH3-N, NO2-N and SO4= showed negative correlation with the flow rate by logarithmic function. The ratios of maximum to minimum values for aquatic environmental factors during the samller than that for flow rate in the respective rivers (28 in the Nakdong R.; 50 in the Sin S.). Immediately after the heavy rain, the concentrations of NO2-N, NH3-N and PO4-P in the Sin stream were 8, 6 and 1 times as high as those in the Nakdong River, respectively, but in the stable flow state, those became 94, 25 and more than 10 times, respectively. The load for most of the dissolved environmental constituents changed similarly to the flow rate in both rivers. It is notable that, at the stable flow state, the loads for NH3-N (59g/sec) and NO2-N (3.3g/sec) in the Sin stream were 4.3 and 1.3 times as high as those in the Nakdong River.

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피로균열전파저항의 변동성에 의한 균열전파율의 해석 (An Analysis of Crack Growth Rate Due to Variation of Fatigue Crack Growth Resistance)

  • 김선진
    • 대한기계학회논문집A
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    • 제23권7호
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    • pp.1139-1146
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    • 1999
  • Reliability analysis of structures based on fracture mechanics requires knowledge on statistical characteristics of the parameter C and m in the fatigue crack growth law, $da/dN=C({\Delta}K)^m$. The purpose of the present study is to investigate if it is possible to predict fatigue crack growth rate by only the fluctuation of the parameter C. In this study, Paris-Erdogan law is adopted, where the author treat the parameter C as random and m as constant. The fluctuation of crack growth rate is assumed only due to the parameter C. The growth resistance coefficient of material to fatigue crack growth (Z=1/C) was treated as a spatial stochastic process, which varies randomly on the crack path. The theoretical crack growth rates at various stress intensity factor range are discussed. Constant ${\Delta}K$ fatigue crack growth tests were performed on the structural steel, SM45C. The experimental data were analyzed to determine the autocorrelation function and Weibull distributions of the fatigue crack growth resistance. And also, the effect of the parameter m of Paris' law due to variation of fatigue crack growth resistance was discussed.

방사성옥소(放射性沃素)의 피내주사(皮內注射)에 의(依)한 갑상선기능검사(甲狀腺機能檢査)에 관(關)한 연구(硏究) (Studies of the Thyroid Function Test Using Radioiodine by Intradermal Injection)

  • 김동수
    • 대한핵의학회지
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    • 제3권2호
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    • pp.29-31
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    • 1969
  • The author observed the uptake rate of $^{131}I$ by the thyroid gland, and disappearing rate of the $^{131}I$ at the site of the intradermal injection of 0.1ml of 5mCi of $^{131}I$ in normal physiologic saline on 20 patients with hyperthyroidism and on 15 patients with hypothyroidism who visited the Radioisotpe department of the Pusan National University Hospital during the period from January 1967 to Aug. 1968, and during the same period 15 normal persons were examined by the same methods and found. The results were as follows: (1) The disappearance rate of $^{131}I$ at the injected site was highest in the cases of hyperthyrodism. The next highest results were obtained in the normal cases. The lowest results were obtained in the cases of hypothyroidism. (2) The uptake rate of the thyroid gland after intradermal injection of the $^{131}I$ was highest in the cases of hyperthyroidism and the next highest results were obtained in the cases of nomal findings. The lowest results were obtained in the cases of hypothyroidism. (3) In conclusion, the intradermal method of injecting $^{131}I$ by the author is a useful way of testing the function of the thyroid gland.

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유전 알고리즘을 이용한 CDMA 셀룰러 시스템의 성능 개선 (Performance Enhancement of CDMA Cellular System Using Genetic Algorithm)

  • 이영대;강정진
    • 한국인터넷방송통신학회논문지
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    • 제8권5호
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    • pp.197-203
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    • 2008
  • 본 연구에서는 차세대 CDMA 셀룰러 네트워크의 성능향상을 위한 멀티 데이터 전송 레이트 조절과 전력제어 문제를 결합한 문제를 제시하고 유전 알고리즘 접근에 기반한 새로운 해법을 제안하였다. 본 연구에서 제안한 알고리즘으로 많은 사용자를 보다 빨리 서비스 할 수 있고 SIR 제한값을 고려하면서 최적의 해를 얻을 수 있었다. 이 연구에서는 CDMA 셀룰러 네트워크의 데이터 전송 레이트를 최대화하는 적합도 문제와 가능한 모바일의 수를 최대화하는 적합도 문제 두 개를 고려하였으나 이 들을 결합한 문제나 다른 것 들에 대한 적합도 함수도 충분히 장착이 가능하다. 시뮬레이션 결과는 접근 방식의 유효성과 타당성을 보여준다.

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동적 근사곡선을 이용한 자기조직화 지도의 수렴속도 개선 (Improved Speed of Convergence in Self-Organizing Map using Dynamic Approximate Curve)

  • 길민욱;김귀정;이극
    • 한국멀티미디어학회논문지
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    • 제3권4호
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    • pp.416-423
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    • 2000
  • 기존 Kohonen의 자기조직화 지도(self-organizing feature map)는 학습시 많은 입력 패턴이 필요하며 이에 따른 학습 시간 역시 증가하는 단점이 있다. 이러한 단점을 보완하기 위해 B. Bavarian은 위상학적 위치에 따라 각기 다른 학습률(learning rate)을 갖도록 하였으나 자기조직화가 정밀하게 되지 않는 단점을 갖고 있다. 본 논문에서는 자기조직화 지도의 학습시 계산량이 많은 가우시안 함수를 근사곡선(approximate curve)으로 변형하여 수렴속도를 향상시켰고 학습 횟수에 따라 근사곡선의 폭을 동적으로 변화시킴으로써 자기조직화지도의 수렴도를 개선하였다.

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Sum Rate Approximation of Zero-Forcing Beamforming with Semi-Orthogonal User Selection

  • Yang, Jang-Hoon;Jang, Seung-Hun;Kim, Dong-Ku
    • Journal of Communications and Networks
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    • 제12권3호
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    • pp.222-230
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    • 2010
  • In this paper, we present a closed-form approximation of the average sum rate of zero-forcing (ZF) beamforming (BF) with semi-orthogonal user selection (SUS). We first derive the survival probability associated with the SUS that absolute square of the channel correlation between two users is less than the orthogonalization level threshold (OLT).With this result, each distribution for the number of surviving users at each iteration of the SUS and the number of streams for transmission is calculated. Secondly, the received signal power of ZF-BF is represented as a function of the elements of the upper triangular matrix from QR decomposition of the channel matrix. Thirdly, we approximate the received signal power of ZF-BF with the SUS as the maximum of scaled chisquare random variables where the scaling factor is approximated as a function of both OLT and the number of users in the system. Putting all the above derivations and order statistics together, the approximated ergodic sum rate of ZF-BF with the SUS is shown in a closed form. The simulation results verify that the approximation tightly matches with the sample average for any OLT and even for a small number of users.

SVM 기반 실리콘 웨이퍼 마이크로크랙의 분류성능 분석 (Classification Performance Analysis of Silicon Wafer Micro-Cracks Based on SVM)

  • 김상연;김경범
    • 한국정밀공학회지
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    • 제33권9호
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    • pp.715-721
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    • 2016
  • In this paper, the classification rate of micro-cracks in silicon wafers was improved using a SVM. In case I, we investigated how feature data of micro-cracks and SVM parameters affect a classification rate. As a result, weighting vector and bias did not affect the classification rate, which was improved in case of high cost and sigmoid kernel function. Case II was performed using a more high quality image than that in case I. It was identified that learning data and input data had a large effect on the classification rate. Finally, images from cases I and II and another illumination system were used in case III. In spite of different condition images, good classification rates was achieved. Critical points for micro-crack classification improvement are SVM parameters, kernel function, clustered feature data, and experimental conditions. In the future, excellent results could be obtained through SVM parameter tuning and clustered feature data.

혈액투석 환자의 도관 기능부전 관리 프로토콜 적용이 도관개존 성공률 및 출혈 합병증에 미치는 영향 (Effect of Evidence-Based Practice Protocol for Catheter Dysfunction in Hemodialysis Patients: Focus on Patency Rates and Bleeding Complications)

  • 이경미;김미연
    • 임상간호연구
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    • 제24권3호
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    • pp.356-362
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    • 2018
  • Purpose: This study was a retrospective cohort study to evaluate the effect of evidence-based guidelines for catheter dysfunction among hemodialysis patients, Success rate and bleeding complications in catheterization were examined. Methods: We performed a retrospective cohort study, including 94 patients with catheter dysfunction who were receiving hemodialysis at a university hospital; 55 in the control group and 39 in the protocol group. This protocol was composed of the catheter dysfunction assessment, conservative management of catheter dysfunction, drug management of catheter dysfunction, catheter function test and maintenance management. Data were analyzed with a Chi-square test and t-test using SPSS/WIN 23.0 program. Results: The patency rate of the protocol group was significantly higher than that of the control group. The rate of bleeding complications was not statistically significant for either the control group or the protocol group before or after application. Conclusion: The application of the guidelines effectively increased the patency rate of the catheter without bleeding complications. It is hoped that this guideline can be disseminated to nurses nationwide to improve the efficiency of catheter function for hemodialysis patients.