• 제목/요약/키워드: bias analysis

검색결과 2,074건 처리시간 0.029초

항공기 온도 관측 자료의 편향 보정 Part I: 존데와 비교를 통한 온도 편향 특성 분석 (Bias Correction for Aircraft Temperature Observation Part I: Analysis of Temperature Bias Characteristics by Comparison with Sonde Observation)

  • 권희내;강전호;권인혁
    • 대기
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    • 제28권4호
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    • pp.357-367
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    • 2018
  • In this study, the temperature bias of aircraft observation was estimated through comparison with sonde observation prior to developing the temperature bias correction method at the Korea Institute of Atmospheric Prediction Systems (KIAPS). First, we tried to compare aircraft temperature with collocated sonde observations at 0000 UTC on June 22, 2012. However, it was difficult to estimate the temperature bias due to the lack of samples and the uncertainty of the sonde position at high altitudes. Second, we attempted a background innovation comparison for sonde and aircraft using KIAPS Package for Observation Processing (KPOP). The one month averaged background innovation shows the aircraft temperature have a warm bias against sonde for all levels. In particular, there is a globally distinct warm bias about 0.4 K between 200 hPa and 300 hPa corresponding to flight level. Spatially, most of the areas showed the warm bias except for below 300 hPa in some part of China at 0000 and 1200 UTC and below 850 hPa in Australia at 0000 UTC. In general, the temperature bias was larger at 1200 UTC than 0000 UTC. Based on the estimated temperature bias, we have applied the static bias correction method to the aircraft temperature observation. As a result, the warm bias of the aircraft temperature has decreased at most levels, but a slight cold bias has occurred in some areas.

건선의 한약치료 효과에 대한 체계적 문헌 고찰과 메타 분석 (Efficacy of Herbal Medicines for the Treatment of Psoriasis : Systematic Review and Meta-analysis)

  • 류덕현;류덕선;노석선
    • 한방안이비인후피부과학회지
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    • 제30권3호
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    • pp.1-19
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    • 2017
  • Objectives : This study aimed to validate the effect of herbal medicine intervention to relieve the symptoms of psoriasis using systematic review and meta-analysis and provide the newest reason of effectiveness of Korean medicine to psoriasis. Methods : Data were collected through electronic database including Pubmed, Cochrane CENTRAL, NDSL OASIS, Koreantk. Two experts assessed risk of bias of randomized controlled trials by Cochrane group's Risk of Bias tool after searching, reviewing and selecting papers. Data were analyzed using Review Manager(RevMan) 5.3 and Comprehensive Meta Analysis 2.0. Results : Total number of selected trials was 16 randomized controlled trials. This study evaluated the risk of bias and effectiveness of herbal medicine to psoriasis. There were high frequency uncertain in selection bias, performance bias and detection bias. In this meta-analysis, Korean medicine treatment was more effective than western medicine (ES:0.507, 95%CI:0.147-0.867) and placebo (ES:0.955, 95%CI:0.598-1.312). Conclusions : Herbal medicine intervention can be an effective for treatment in psoriasis. But enhancing levels of evidence, we must try to accumulate clinical researches of herbal medicine to psoriasis in Korea.

표본중도절단에 따른 통계학적 문제와 교정방법에 관한 고찰 -소비자분야 연구에의 적용을 중심으로- (Statistical Problems Caused by Sample Censoring and Their Solutions -Focused on the application to consumer research-)

  • 나명균
    • 대한가정학회지
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    • 제33권2호
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    • pp.19-27
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    • 1995
  • This paper discusses the bias that results from using nonrandomly selectd samples of consumer research. A two stage system (maximum likelihood probit analysis and ordinary least square analysis) is a solution to sample selection bias. Empirical results show that correcting for sample selection bias improves the validity of consumer research results.

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행운신념이 긍정적 인지편향과 창업효능감에 미치는 영향 (The Effects of Luck in Belief and Positive Cognitive Bias on Entrepreneurial Self-Efficacy)

  • 하환호;변충규
    • 벤처창업연구
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    • 제18권5호
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    • pp.33-44
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    • 2023
  • 창업효능감은 창업에 대한 사람들의 태도와 행동을 설명하는 중요한 변수이다. 본 연구에서는 창업효능감에 영향을 미치는 개인의 심리특성변수인 행운신념과 긍정적 인지편향을 주목하였다. 본 연구에서 특히 주목한 것은 행운이다. 사업성공이 행운에 의해서 좌우된다는 생각과 믿음이 널리 퍼져있다. 그럼에도 이에 대한 학술적 검토와 논의는 제대로 되지 않았다. 학술적으로 무관심했던 이유는 행운이 일종의 미신이며, 예지나 초감각적 지각과 관련이 있고, 외부환경에 의해 무작위적으로 일어난다고 보았기 때문이다. 행운을 개성과 같은 개인의 특성변수로 보고 이를 측정하기 위한 척도가 개발되면서 부터 행운에 대한 연구가 본격적으로 시작되었다. 본 연구에서는 행운신념에 대한 기존연구들을 검토하고, 이 행운신념이 긍정적 인지편향과 창업효능감에 미치는 영향을 실증분석을 통해 살펴보고자 하였다. 실증분석을 위해 본 연구는 일반인 400명을 대상으로 온라인 설문조사를 실사하였다. 가설검증을 위해 AMOS 21.0을 이용하여 구조방정식 모형분석을 실시하였다. 가설검증 결과, 행운신념이 긍정적 인지편향인 자기고양 편향과 통제착각 편향, 낙관주의 편향에 정(+)의 영향을 미칠 것이라는 가설은 모두 채택되었다. 긍정적 인지편향(자기고양 편향, 통제착각 편향, 낙관주의 편향)이 창업효능감에 정(+)의 영향을 미칠 것이라는 가설도 또한 모두 채택되었다. 행운신념과 창업효능감의 관계에서 긍정적 인지편향의 매개적 역할을 살펴보기 위해 추가분석을 실시하였다. 이 분석에서 '행운신념→긍정적 인지편향→창업효능감'의 경로계수 값이 통계적으로 유의하게 나타났다. 이를 통해 행운신념과 창업효능감의 관계에서 행운신념의 간접효과, 즉 긍정적 인지편향의 매개효과를 확인하였다. 마지막 결론에서는 이상의 실증분석 결과를 바탕으로 본 연구의 시사점과 한계점을 논의하였다.

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자극물의 표현방법에 따른 대인지각에서의 편파 (The Experimental Bias in Person Perception as Results of the Method of Developments Stimulus)

  • 김재숙;김희숙
    • 복식문화연구
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    • 제12권1호
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    • pp.28-40
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    • 2004
  • The purpose of this study was (1) to identify the experimental bias which could appear person perception as results of development methods (2) to find out the most desirable method in developments of stimulus. The research was a quasi experiment and the subjects were 358 male and female undergraduate students by convenient sampling. The experimental instruments consisted of a set of stimulus and semantic differential scales of 7-point bi-polar adjectives. The collected data were analyzed by Principle Component Analysis, ANOVA(analysis of variance), Scheffe's multiple range test. The independent variables were developing methods of stimulus(live person, photography of real person, 2 kinds of black and white line drawing, 2 kinds of color drawing). The results were as follows. First, five factors which were potency, sociality, appearance, evaluation, activity impressional dimensions emerged to account for the methods of development of stimulus. Second, the methods of development of stimulus had significant effects on potency, sociality, appearance, activity factors. In sociality factors, the impression of photographic stimulus was the closest to the live person's impression. However in the appearance and activity impressions, significant difference existed between live person and other developing stimulus. In the potency impression, black and white line-drawing gave the highest impressional bias. In the sociability and appearance impressions, color-drawing stimulus gave the highest impressional bias. Result: On conclusion the developments of stimulus can effect on stimulus person's impressions and these effects can produce experimental biases, the photographic stimulus gave the least impressional bias. The study shows that photography of real person will produce minimize measurement error.

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신발에 IMU 를 장착한 PNS 에서 방위각 편차의 영향 분석 (An Analysis of the Heading Bias Effects in PNS using IMUs Attached to Shoes)

  • 김상식;이연규;박찬식
    • 제어로봇시스템학회논문지
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    • 제19권11호
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    • pp.1053-1059
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    • 2013
  • Heading bias effects in PNS using IMUs attached to shoes are analyzed in this paper. The navigation algorithms of a single foot PNS where one IMU is attached to a foot and dual foot PNSs where two IMUs are attached to each foot are derived. Two navigation algorithms are proposed for the dual foot PNS: 1) the positions from the independent right and left foot PNSs are averaged to provide the final position, 2) the right and left foot PNSs are correlated and it provides positions of each foot. Furthermore, it is proven that two methods are equal. Using the derived navigation algorithms the effect of heading bias caused by a misalignment of the moving direction and IMU is analyzed. The analysis explains the position error of a single foot PNS is diverged while the heading bias is effectively compensated in dual foot PNSs because of the symmetry of heading biases. The experimental results confirm the analysis.

다중 레이더 환경에서의 바이어스 오차 추정의 가관측성에 대한 연구와 정보 융합 (A Study of Observability Analysis and Data Fusion for Bias Estimation in a Multi-Radar System)

  • 원건희;송택렬;김다솔;서일환;황규환
    • 제어로봇시스템학회논문지
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    • 제17권8호
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    • pp.783-789
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    • 2011
  • Target tracking performance improvement using multi-sensor data fusion is a challenging work. However, biases in the measurements should be removed before various data fusion techniques are applied. In this paper, a bias removing algorithm using measurement data from multi-radar tracking systems is proposed and evaluated by computer simulation. To predict bias estimation performance in various geometric relations between the radar systems and target, a system observability index is proposed and tested via computer simulation results. It is also studied that target tracking which utilizes multi-sensor data fusion with bias-removed measurements results in better performance.

경상용차용 타이어의 진동특성 (Vibration Characteristics of Tires for Light Truck)

  • 김용우
    • 한국공작기계학회:학술대회논문집
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    • 한국공작기계학회 2000년도 춘계학술대회논문집 - 한국공작기계학회
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    • pp.102-108
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    • 2000
  • Due to the rapid increase of long-distance transportation, particular attentions have been paid to truck tires, especially to their dynamic characteristics. In this research, experimental modal analysis on two kinds of light-truck tires, i.e., radial tire and bias tire, are performed by using GRFP(global rational fraction polynomial) method to investigate differences of the dynamic behavior of the two tires. The test results have shown that the modal frequencies of bias tire are much higher than their corresponding values of radial tire with a similar mode shape, which is in accordance with the fact that the radial rigidity of bias tire is higher than that of radial tire. And most of the modal decay rates of bias tire are larger than those of radial tire within the scope of this experiment. In the frequency domain range of test, the bias tire has extra modes, which do not occur in the radial tire. This difference is based on the fact that the circumferential rigidity of the bias tire is quite low whereas that of radial tire is so high that the frequencies of the corresponding modes are out of the frequency range of test.

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가속수명시험을 이용한 은도통홀 인쇄회로기판의 신뢰성연구 (Accelerated Life Test and Data Analysis of the Silver Through Hole Printed Wiring Board)

  • 전영호;권이장
    • 품질경영학회지
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    • 제25권2호
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    • pp.15-27
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    • 1997
  • This paper describes a highly accelerated life test (HALT, USPCBT) method for rapid qualification testing of STH PWB(Silver Through Hole Printed Wiring Boards). This method was carried out to be an alternative to the present time-consuming standard 1344 hours life testing(THB). The accelerated life test conditions were $121^{\circ}C$/95%R.H. at 50V bias and without bias. Their results are compared with those observed in the standard 1344 hours life test at $40^{\circ}C$/95%R.H. at 50V bias and without bias. The studies were focused on the samples time-to-failure as well as the associated conduction and failure mechanisms. The abrupt drop of insulation resistance is due to the absorption of water vapour. And the continuous drop of insulation resistance is due to the Ag migration. The ratios of time-to-failure of HALT(USPCBT) to THB were 25 and 11 at 50V bias and without bias respectively.

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Identifying the Actual Impact of Online Social Interactions on Demand

  • Dong Soo Kim
    • Asia Marketing Journal
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    • 제26권1호
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    • pp.23-30
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    • 2024
  • Firms often engage in manipulating online reviews as a promotional activity to influence consumers' evaluation on their products. With the prevalence of the promotional activities, consumers may notice and discount the reviews generated by the promotional activities. Discounting the firm-generating reviews may cause systematic measurement errors in the valence variable and lead to a negative bias when estimating the effect of consumers' organic reviews on demand. To correct the bias, this study proposes including product-specific bias-correction terms representing the proportion of extreme reviews in analysis. For illustration, the proposed method is applied to a demand model for data of movies released in South Korea. The results confirm a negative bias in the estimate of the valence sensitivity of demand. The negative bias potentially leads to an underestimation of the magnitude of the contagion effect through social interactions, a key component of evaluating the value of a satisfied consumer.