• Title/Summary/Keyword: part correlation

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ppcor: An R Package for a Fast Calculation to Semi-partial Correlation Coefficients

  • Kim, Seongho
    • Communications for Statistical Applications and Methods
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    • v.22 no.6
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    • pp.665-674
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    • 2015
  • Lack of a general matrix formula hampers implementation of the semi-partial correlation, also known as part correlation, to the higher-order coefficient. This is because the higher-order semi-partial correlation calculation using a recursive formula requires an enormous number of recursive calculations to obtain the correlation coefficients. To resolve this difficulty, we derive a general matrix formula of the semi-partial correlation for fast computation. The semi-partial correlations are then implemented on an R package ppcor along with the partial correlation. Owing to the general matrix formulas, users can readily calculate the coefficients of both partial and semi-partial correlations without computational burden. The package ppcor further provides users with the level of the statistical significance with its test statistic.

Change in Color of Kimchi during Fermentation (김치의 숙성중 색상변화에 관한 연구)

  • 김미경;하귀현;김미정;김순동
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.23 no.2
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    • pp.274-278
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    • 1994
  • Correlation between pH and color of Kimchi during fermentation was investigated to visually evaluate the fermentation degree of Chinese cabbage Kimchi. Color "a" and 'H" values in the white part, "a", "H" and "C" values in the green part of the Kimchi showed a high correlation with pH, respectively. "a" and "H" values of Kimchi juice. "L" and "V" values of red pepper attached to kimchi had a high correlation with pH. The color of the white part was light greenish white in unripended Kimchi, but changed to redish in ripended kimchi. Green part changed from light green to redish green as ripening. Red pepper powder attached to kimchi showed redish color in unripening, but changed to yellowish re din over ripening.

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P-value calculation methods for semi-partial correlation coefficients

  • Kim, Seongho
    • Communications for Statistical Applications and Methods
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    • v.29 no.3
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    • pp.397-402
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    • 2022
  • The mathematical expression of the p-value calculation for the semi-partial correlation coefficient differs between Kim (2015) and Cohen et al. (2003). These two expressions were compared and the advantages of Kim (2015)'s approach over Cohen et al. (2003) were discussed.

The Correlation Analysis and Correction factor of BMD in Forearm and Lumbar with DXA (DXA를 이용한 전완부와 요추부 골밀도 검사의 보정계수 및 상관관계 연구)

  • Han, Man-Seok
    • Journal of Digital Convergence
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    • v.11 no.12
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    • pp.551-556
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    • 2013
  • The Forearm and the lumbar spine bone mineral density bone mineral density values obtained through, T-score and Z-score correlation between numerical and calibration function obtained as a result of any one part to another part of the results is intended to infer. Groups of 66 patients, 11 patients by age 20-70 were composed of patients measured with the forearm and lumbar spine bone mineral density T-score and Z-score of the survey for each of the three factors that correlated to assess the correlation Find the correction factor to obtain the relationship. Bone mineral density of the correlation coefficient R = 0.769 correction factor is Y = 1.541X + 0.133. T-score of correlation coefficient R = 0.768 and the correction factor Y = 0.715X - 0.4 is Z-score of the correlation coefficient R = 0.635 correction factor Y = 0.751X - 0.162. It is regarded that there will be a clinical availability which can analogize the result of a part by using the result of the other part.

Fault diagnosis of a logical circuit by use of input grouping method

  • Miyata, Chikara;Kashiwagi, Hiroshi
    • 제어로봇시스템학회:학술대회논문집
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    • 1996.10a
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    • pp.279-282
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    • 1996
  • The authors have already proposed a method for grouping of inputs of a logical circuit under test (LCUT) by use of M-sequence correlation. We call this method as input grouping (IG) method. In this paper, the authors propose a new method to estimate the faulty part in the circuit by use of IG when some information on the candidate of faulty part can be obtained beforehand. The relationship between IG and fault probabilities of a LCUT, and undetected fault ratios are investigated for various cases. Especially the investigation was made in case where the IG was calculated by use of n correlation functions (I $G_{inp}$). From the theoretical study and simulation results it is shown that the estimation error ratio of fault probabilities and undetected fault ratio of LCUT are sufficiently small even when only a part of correlation functions are used. It is shown that the number of correlation functions which are to be memorized to calculate IG can be considerably reducible from 2$^{n}$ - 1 to n by use of I $G_{inp}$. So this method would be very useful for a fault diagnosis of actual logic circuit.uit.

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A Study on the Relation of Adolescent Self-esteem and Labor Participation (청소년의 자존감과 노동참여 간의 관계에 관한 연구)

  • Park, Sang-Jin
    • The Journal of the Convergence on Culture Technology
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    • v.8 no.4
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    • pp.187-192
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    • 2022
  • This research focuses on analyzing the correlation between adolescent self-esteem and labor participation. The findings of this study are as follows: First, when it was analyzed whether there are differences in self-esteem with ages, out of school students were the lowest. and self-esteem level increased with age. Second, when the differences in self-esteem levels between genders were examined, male students showed slighty higher positive self-esteem and total self-esteem, which shows statistically significant difference. Third, the correlation between self-esteem and labor participation is as follows: 50.4% of students experienced part-time jobs in low self-esteem group. And 50.6% of students experienced part-time jobs in high self-esteem group. It shows that self-esteem level doesn't have relation to part-time job experience. Fourth, when the correlation between part-time job intention and self-esteem was analyzed, 50.5% of students in low self-esteem group responded they would have part-time job, but 49.5% of students in high self-esteem group. Also, 50.9% of low self-esteem group students responded they had no intention of getting part-time jobs, but 49.1% in high self-esteem group. It shows self-esteem level doesn't influence the decision to get part-time jobs. Last, the correlation between the reason they get part-time jobs and self-esteem level was analyzed. 68.1% of students in low self-esteem group had part-time jobs voluntarily, while 31.9% had to have jobs involuntarily for economic cause. Also 75.2% of students in high self-esteem group had part-time jobs for voluntary motive and 24.8% for economic cause. So high self-esteem group showed more voluntary cause and low involuntary cause for part-time jobs, but there was no statistically significant value.

Validity and reliability of Korean version of quality of life questionnaire related with music perception and engagement of the elderly (난청노인의 한국어판 음악지각과 참여와 관련된 삶의 질 설문지의 타당도와 신뢰도)

  • Lee, Do-Hye;Choi, Chul-Hee
    • The Journal of the Acoustical Society of Korea
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    • v.41 no.1
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    • pp.87-98
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    • 2022
  • The purpose of this study is to develop the Korean version of Music-Related Quality of Life (K-MRQoL) for the elderly. The K-MRQoL consisted of Musical Ability, Attitude, Activity Frequency (PART 1) and Musical Ability, Attitude, Activity Important (PART 2). Each subcategory consists of Music Perception with 11 items and Music Engagement with 7 items. The validity and reliability of K-MRQoL were measured with Pearson's and Cronbach's alpha correlation coefficients and Independent t-test in total 30 elderly with normal hearing and 30 elderly with hearing loss from local welfare Centers and nursing homes. The correlation coefficients between total scores and PART 1 and PART 2 ranged from .701 to .948 and from .598 to .926, respectively. The internal consistency between total and Part 1 and Part 2 ranged from .846 to .931 and from .838 to .918, respectively. The test-retest correlations were .979, .970, and 979 for total, PART 1, and PART 2, respectively. The correlation between K-MRQoL and Quality of Communication Life Scale was .449. There were significant differences in total, PART 1, and PART 2 between the elderly with normal hearing and hearing loss. This indicates that the K-MRQoL can be used as a useful clinical tool to evaluate Music-related Quality of Life in the elderly with normal hearing or hearing loss.

Chemical Characteristics of Surface Soil and Mineral Content of Lawn in Some Golf Course in Kyonggi Province (경기도 수개 골프장의 표토 토양화학성과 잔디의 무기성분함량)

  • Choi, Byung-Ju;Shim, Jai-Sung;Ju, Yeong-Hee;Park, Hoon
    • Asian Journal of Turfgrass Science
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    • v.7 no.2_3
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    • pp.129-135
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    • 1993
  • Surface soils and aerial parts of Korean lawn(Zoysia koreana) at normal fair way of 4 golf courses and yellow discolored fairway of one golf course in Kyonggi province were taken at and analyzed for mineral contents in soil Mg and Ca were most deficient while EC was too high and phosphorus was exess. There were significant positive correlation between pH and Ca and between EC and total N. There was no consistent simple correlation between single component in soil and plant, indicating the involvement of multi-minerals in one mineral absorption. m mineral contents of aerial part Mg was severely low. potassium moderately but Ca was normal, Mg and Ca showed significant correlation in aerial part, yellow-discolored lawn showed the lowest content of Mg in aerial part and surface soil. Very high N and high phosphorus in aerial part inspite of low P in soil. The above facts indicates Mg deficiency in fair way soils in most golf courses resulting in yellow-discoloration in lawn.

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Error Concealment Algorithm using Spatio-Temporal Correlation (Spatio-Temporal Correlation을 이용한 동영상 오류 은닉 알고리즘)

  • Lee, Woo-Chan;Seo, Dong-Cheul;Kim, Yong-Chul
    • Proceedings of the KIEE Conference
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    • 2006.07d
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    • pp.2113-2115
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    • 2006
  • This paper proposes a spatio-temporal correlation algorithm that takes advantage of the spatial and temporal correlations in video streams for error concealment. The spatio-temporal correlation algorithm sets the neighborhood area of the damaged part as a reference window, then finds the area that best matches the reference window in the previous frame. The best-matched area in the previous frame replaces the damaged part in the current frame. The results of ten variations of the proposed algorithm are compared with conventional error concealment methods. These methods include the ones applicable to P-frames as well as I-frames. The comparison results show that the proposed algorithm is very efficient for l-frame error concealment with a large motion between frames.

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A Study on the pattern construction and body structure of Korean college girls on the basis of correlation coefficient of each body part. (여자대학생의 체형과 의복의 원형구조법에 관한 연구 -신분각부위의 상관 계수를 중심으로-)

  • 임원자
    • Journal of the Korean Home Economics Association
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    • v.8 no.1
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    • pp.21-35
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    • 1970
  • 1. For the purpose of making the basic pattern construction 100 girls attending the Seoul National University College of Home Economics were measured in finding of body size and coefficient of correlation which would be used as one basis of this study. 2. Coefficient of correlation of each body part based on the breast width was shown as follows; Correlation coefficients of bust to waist and hip were high and those of bust to shoulder width, neck height, back width, and breast width were low. None of that was found between bust and back length. It was not recognized so scientific to adjust the basic pattern construction with figures proportioned by those of neck, shoulder width, breast width, and back width. 3. The method of basic pattern construction obtained by this research has been demonstrated in direct wearing since 1967. It is believed that the result will contribute a great benefit in teaching clothing as well as in mass production industry of ready-made garments.

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