• 제목/요약/키워드: rank correlation analysis

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아산만 저어류 -III. 정점간 양적 변동과 종조성- (The Demersal Fishes of Asan Bay -III. Spatial Variation In Abundance and Species Composition-)

  • 이태원
    • 한국수산과학회지
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    • 제26권5호
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    • pp.438-445
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    • 1993
  • 1991년 가을에는 1992년 여름 사이 아산만에서 otter trawl로 저어류 자료를 수집하여 저어류의 계절 및 정점간의 군집구조를 분석하였다. 출현한 34종 중, 참서대(Cynoglossus joyneri), 민태(Johnius belengeri), 곤어리(Thrissa koreana) 및 등가시치(Zoarces gillii)가 총 채집개체수의 $93\%$를 차지하였다. 위의 4종 중 부어류인 곤어리를 제외한 우점 3종은 저질이 세립질인 만 내부에서 생물량이 많았다. 각 계절 정점간 군집구조를 rank correlation을 이용하여 주성분 분석한 결과, 정점간에는 큰 차이가 없었고 계절에 따른 군집구조 변화는 뚜렷하였으며, 그 변화는 수온, 혹은 수온과 상관관계를 갖는 요인에 의하여 좌우됨을 알 수 있었다. 조사해역은 수온의 연교차가 크고, 조류에 의한 해수의 혼합이 활발하여 이에 적응한 소수종이 우점하고 이 우점저어류는 퇴적물의 입도에 따라 그 분포가 결정되지만, 출현 개체수가 적은 대부분의 종은 정점간에 큰 차이를 보이지 않고 계절에 따라 군집구조가 변하여 가는 것으로 보인다.

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Selection of Sahiwal Cattle Bulls on Pedigree and Progeny

  • Bhatti, A.A.;Khan, M.S.;Rehman, Z.;Hyder, A.U.;Hassan, F.
    • Asian-Australasian Journal of Animal Sciences
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    • 제20권1호
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    • pp.12-18
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    • 2007
  • The objective of the study was to compare ranking of Sahiwal bulls selected on the basis of highest lactation milk yield of their dams with their estimated breeding values (EBVs) using an animal model. Data on 23,761 lactation milk yield records of 5,936 cows from five main Livestock Experiment Stations in Punjab province of Pakistan (1964-2004) were used for the study. At present the young A.I bulls are required to be from A-category bull-dams. Dams were categorized as A, B, C and D if they had highest lactation milk yield of ${\geq}$2,700, 2,250-2,699, 1,800-2,249 and <1,800 litres, respectively. The EBVs for lactation milk yield were estimated for all the animals using an individual animal model having fixed effect of herd-year and season of calving and random effect of animal. Fixed effect of parity and random effect of permanent environment were incorporated when multiple lactation were used. There were 396 young bulls used for semen collection and A.I during 1973-2004. However, progeny with lactation yields recorded, were available only for 91 bulls and dams could be traced for only 63 bulls. Overall lactation milk yield averaged 1,440.8 kg. Milk yield was 10% heritable with repeatability of 39%. Ranking bulls on highest lactation milk yield of their dams, the in-vogue criteria of selecting bulls, had a rank correlation of 0.167 (p<0.190) with ranking based on EBVs from animal model analysis. Bulls' EBVs for all lactations had rank correlation of 0.716 (p<0.001) with EBVs based on first lactation milk yield and 0.766 (p<0.001) with average EBVs of dam and sire (pedigree index). Ranking of bulls on highest lactation yield of their dams has no association with their ranking based on animal model evaluation. Young Sahiwal bulls should be selected on the basis of pedigree index instead of highest lactation yield of dams. This can help improve the genetic potential of the breed accruing to conservation and development efforts.

수치분석의 도식화를 통한 제사기 화분자료의 분대 및 대비 (Application of Numerical Methods in the Zonation and Correlation of Four Late Quaternary Pollen Data from lows)

  • Hyung Keun Kim
    • 한국제4기학회지
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    • 제3권1호
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    • pp.55-68
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    • 1989
  • 본 논문은 네 지점에서의 제4기 지층의 화분분석 자료들을 대상으로 각각의 자료를 보다 객관적으로 적절하게 분대하고(zone) 대비하기(Correlate) 위하여 컴퓨터를 이용한 수치분석과 도식화의 몇 가지 방법을 제시한다. 그 하나는 두 가지의 수치분석방법을 종합하여 분대하는 것으로, 즉 스피어맨의 순위 상관계수의 도표와 주성분분석에서 얻어진 제1, 제2, 제3, 제4 주성분의 그래프를 비교함으로서 서로 공통적인 그룹과 각각 특징적인 그룹을 종합하여 분대한다. 둘째는 대비의 방법인데, 네 지점의 자료들을 일단 하나로 합하여 이를 근거로 한 주성분분석을 실시하고. 그 결과 얻어진 제1, 제2 주성분을 각 지점에 해당하는 네 개의 그룹으로 다시 나누어 도식화하면. 이들 네 개의 그룹은 공통적인 변화추이를 보여주므로 서로간의 대비가 매우 용이해 진다. 그러나 제3, 제4 주성분들은 각 지점에 대해 고유의 양상과 변화를 보여 주는데 이는 각 지점이 가지는 특성을 나타내는 것으로, 이들 성분들은 대비에는 사용될 수 없다.

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비소세포 폐암에서 아포프토시스와 종양내 미세 혈관 밀도의 관계 (Correlation Between Apoptosis and Intratumoral Microvessel Density in Non-Small Cell Lung Cancer.)

  • 장인석;김종우;김진국;한정호
    • Journal of Chest Surgery
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    • 제32권2호
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    • pp.151-157
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    • 1999
  • 배경: 많은 실험적인 연구에서 종양 조직 내의 아포프토시스와 미세 혈관의 생성은 서로 반비례한다고 보고된다. 비소세포 폐암 조직내에서 두 수치의 관계를 조사하여 보았다. 대상 및 방법:조직내의 아포프토시스의 정도는 deoxynucleotidyl trasferase방법으로(Apop Tag In Situ Apoptosis Detection Kit, ONCOR) 측정하였고, 종양내 미세 혈관 밀도는 항 CD 31 항체를 이용하였다. 결과:아포프토시스 지수와 종양내 미세 혈관 밀도 사이에는 통계적으로 유의하게 역 상관관계가 있었다(p = 0.047). 결론: 비소세포 폐암종에서 아포프토시스와 미세 혈관 생성의 정도는 서로 연관이 있다고에 할 수있다. 그리고 종양내의 신생 혈관의 생성이 종양내 아포프토시스의 억제에 기여한다고 유추 할 수 있다.

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On Interesting Correlation between Meteorological Parameters and COVID-19 Pandemic in Saudi Arabia

  • Haq, Mohd Anul;Ahmed, Ahsan
    • International Journal of Computer Science & Network Security
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    • 제22권4호
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    • pp.159-168
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    • 2022
  • The recent outbreak of COVID-19 pandemic cases around the globe has affected Saudi Arabia with around 15, 00,000 confirmed cases within the initial 4 months of transmission. The present investigation analyzed the relationship between daily COVID-19 confirmed cases and meteorological parameters in seventeen cities of KSA. We used secondary published data from the Ministry of Health, KSA daily dataset of COVID-19 confirmed case counts. The meteorological parameters used in the present investigation are temperature, humidity, dew point, and wind speed. Pearson correlation and Spearman rank correlation tests were utilized for data analysis. The incubation period of COVID-19 varies from 1 day to 14 days as per available information. Therefore, an attempt has been made to analyze the effects of meteorological factors with bins of 1, 3, 7, and 14 days. The results suggested that the highest number of correlations (15 cities) was observed for temperature (maximum, minimum, and average) and humidity (12 cities) (minimum and average). The dew point showed relationships for 7 cities and wind showed moderate correlations only for 2 cities. The study results might be useful for authorities and stakeholders in taking specific measures to combat the Covid-19 pandemic.

하천 수질 및 부하량에 미치는 유역 내 오염원의 영향 (The Effects of Pollutants into Sub-basin on the Water Quality and Loading of Receiving Streams)

  • 한미덕;손지영;류지철;안기홍;김용석
    • 대한환경공학회지
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    • 제36권9호
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    • pp.648-658
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    • 2014
  • 본 연구에서는 진위천 수계내 5개 하천의 13개 지점에서 2013년 1월부터 12월 사이에 조사된 자료를 바탕으로 수질 및 부하량에 미치는 유역 내 오염원의 영향을 평가하였다. 수질과 부하량의 계절별 변화를 평가하기 위해서 크러스컬-월리스 기법(Kruskal-Wallis rank sum test)을 사용하였고 오염원과 유달부하량 사이의 관계를 분석하기 위해서 피어슨 상관분석 기법(Pearson correlation analysis)을 활용하였다. 부하량의 계절 변동성은 타 수질항목 대비 SS, TN, TOC가 유의수준 1% 이내로 높게 나타났다. 상관성분석에서는 수질항목별로 차이를 보였으나 거주인구와 하수처리장 방류량이 가장 높은 양의 상관계수를 보였으며 이러한 경향성은 하천유량이 적은 봄철과 겨울철에 더 높은 유의성을 나타냈다. 유역내 수질 향상을 위해서는 2012년부터 실시되고 있는 오염총량관리제도와 같은 유역관리제도의 유지 및 하수처리시설과 산업폐수처리시설로부터의 배출수의 적절한 관리가 필요할 것으로 판단된다.

Active Days around Solar Minimum and Solar Cycle Parameter

  • Chang, Heon-Young
    • Journal of Astronomy and Space Sciences
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    • 제38권1호
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    • pp.23-29
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    • 2021
  • Utilizing a new version of the sunspot number and group sunspot number dataset available since 2015, we have statistically studied the relationship between solar activity parameters describing solar cycles and the slope of the linear relationship between the monthly sunspot numbers and the monthly number of active days in percentage (AD). As an effort of evaluating possibilities in use of the number of active days to predict solar activity, it is worthwhile to revisit and extend the analysis performed earlier. In calculating the Pearson's linear correlation coefficient r, the Spearman's rank-order correlation coefficient rs, and the Kendall's τ coefficient with the rejection probability, we have calculated the slope for a given solar cycle in three different ways, namely, by counting the spotless day that occurred during the ascending phase and the descending phase of the solar cycle separately, and during the period corresponding to solar minimum ± 2 years as well. We have found that the maximum solar sunspot number of a given solar cycle and the duration of the ascending phase are hardly correlated with the slope of a linear function of the monthly sunspot numbers and AD. On the other hand, the duration of a solar cycle is found to be marginally correlated with the slope with the rejection probabilities less than a couple of percent. We have also attempted to compare the relation of the monthly sunspot numbers with AD for the even and odd solar cycles. It is inconclusive, however, that the slopes of the linear relationship between the monthly group numbers and AD are subject to the even and odd solar cycles.

Family resilience and caregiver's well-being across different age groups of children with ADHD in the United States: a cross-sectional study

  • Dian Susmarini;Do Thi Ninh;Hyewon Shin
    • Child Health Nursing Research
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    • 제30권2호
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    • pp.97-107
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    • 2024
  • Purpose: This study aimed to investigate the impact of family resilience on caregiver well-being across various age groups of children diagnosed with ADHD (attention-deficit/hyperactivity disorder) groups (0-5, 6-11, and 12-17 years). Methods: Utilizing secondary data from the 2022 US National Survey of Child Health, this cross-sectional study involved 2,752 children who were formally diagnosed with ADHD. Statistical analysis included descriptive analysis, Spearman's rank correlation, chi-square tests, and linear regression, conducted using SPSS version 27. Results: The study revealed a moderate positive correlation (r=.35, p<.001) between family resilience and caregiver well-being. Controlling for covariates, family resilience accounted for 25.2%, 21.1%, and 22.1% of caregiver well-being variance in age groups 0-5, 6-11, and 12-17 years, respectively. Additionally, factors like employment status, family structure, and caregiver age showed varying influences on caregiver well-being across these developmental stages. A consistent pattern emerged across these age groups: unemployment and non-traditional family structures were associated with negative impacts on caregiver well-being, whereas older caregiver age positively influenced well-being. Conclusion: This research underscores the importance of age-specific family resilience strategies to improve caregiver well-being and family interactions in ADHD contexts. Investigating these aspects through qualitative studies across various cultures could deepen our understanding of well-being and inform culturally sensitive interventions.

Agreement of Physical Activity Measured Using Self-Reporting Questionnaires with Those Using Actigraph Devices, Focusing on the Correlation with Psychological State

  • Seo, Kyoungsan;Jung, Mi Ok;Suh, Minhee
    • Journal of Korean Biological Nursing Science
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    • 제23권4호
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    • pp.287-297
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    • 2021
  • Purpose: This study aimed to evaluate the correlation and agreement of physical activity (PA) between data obtained from wearable Actigraph devices and self-reporting questionnaires, and to investigate the relationship between psychological state (depression, anxiety, and fatigue) and PA. Methods: A descriptive study was conducted using physical measurements and surveys. PA was measured through both the International Physical Activity Questionnaire (IPAQ) and the Actigraph GT3X+ device. The demographic characteristics of the subjects, as well as their depression, anxiety, and fatigue scores, were collected with structured questionnaires. The Spearman's rank correlation coefficient and the Bland-Altman plot method were employed. Results: Data from 36 healthy adults were analyzed. The overall levels of PA measured using the IPAQ and the Actigraph were 1,891.69 MET min/week and 669.96 MET/day, respectively. Total levels of PA did not show a significant correlation between the two measurement methodologies. However, the moderate-intensity PA resulting from the IPAQ scores showed a significant positive correlation with the light-intensity PA recorded by the Actigraph. The Bland-Altman plot analysis demonstrated that the levels of PA as measured by the two different methods did not match. In addition, PA measured using the Actigraph showed a significant negative correlation with depression and anxiety whereas PA measured using the IPAQ showed a significant positive correlation with fatigue. Conclusion: The conclusion of this study is that the data obtained from the subjective self-reporting questionnaire and the wearable Actigraph do not correlate or match in healthy adults. Future research should investigate the relationship between depression and PA intensity through the Actigraph, or other wearable devices equipped with smartphone apps.

Uncertainty and Sensitivity Analysis on A Biosphere Model

  • Park, Wan-Sou;Kim, Tae-Woon;Lee, Kun-Jai
    • Journal of Radiation Protection and Research
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    • 제15권2호
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    • pp.101-112
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    • 1990
  • For the performance assessment of the radioactive waste disposal system (repository), a biosphere model is suggested. This biosphere model is intended to calculate the annual doses to man caused by the contaminated river water for eight pathways and four radionuclides. This model can also be applied to assess the radiological effects of contaminated well water. To account for the uncertainties on the model parameter values, parameter distributions are assigned to these model parameters. Then, Monte Carlo simulation method with Latin Hypercube sampling technique is used. Also, sensitivity analysis is performed by using the Spearman rank correlation coefficients. It is found that these methods are a very useful tool to treat uncertainties and sensitivities on the model parameter values and to analyze the biosphere model. A conversion factor is proposed to calculate the annual dose rate to humans arising from a unit radionuclide concentration in river water. This conversion factor allows for the substitution of the biosphere model in a probabilistic performance assessment computer code by one single variable.

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