• Title/Summary/Keyword: statistical analyses

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Data Interpretation Methods for Petroleomics

  • Islam, Annana;Cho, Yun-Ju;Ahmed, Arif;Kim, Sung-Hwan
    • Mass Spectrometry Letters
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    • v.3 no.3
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    • pp.63-67
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    • 2012
  • The need of heavy and unconventional crude oil as an energy source is increasing day by day, so does the importance of petroleomics: the pursuit of detailed knowledge of heavy crude oil. Crude oil needs techniques with ultra-high resolving capabilities to resolve its complex characteristics. Therefore, ultra-high resolution mass spectrometry represented by Fourier transform ion cyclotron resonance mass spectrometry (FT-ICR MS) has been successfully applied to the study of heavy and unconventional crude oils. The analysis of crude oil with high resolution mass spectrometry (FT-ICR MS) has pushed analysis to the limits of instrumental and methodological capabilities. Each high-resolution mass spectrum of crude oil may routinely contain over 50,000 peaks. To visualize and effectively study the large amount of data sets is not trivial. Therefore, data processing and visualization methods such as Kendrick mass defect and van Krevelen analyses and statistical analyses have played an important role. In this regard, it will not be an overstatement to say that the success of FT-ICR MS to the study of crude oil has been critically dependent on data processing methods. Therefore, this review offers introduction to peotroleomic data interpretation methods.

The Impacts of Brand & Organizational Identification on Job Satisfaction among Kitchen and F & B Employees of Deluxe Hotels (특급호텔 식음료${\cdot}$조리 종사원의 브랜드${\cdot}$조직동일시가 직무만족에 미치는 영향)

  • Shin, Seo-Young;Yang, Il-Sun;Song, Yong-Dok;Choi, Mi-Kyung
    • Korean journal of food and cookery science
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    • v.23 no.3 s.99
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    • pp.401-408
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    • 2007
  • The purpose of this study was to identify the impacts of brand and organizational identification on job satisfaction among kitchen and F & B employees of deluxe hotels. Questionnaires were distributed to 460 employees in the food and beverage departments of 11 deluxe hotels in Seoul. A total of 398 questionnaires were used for analysis (86.5%). Statistical analyses were completed using SPSS Win (12.0) to perform descriptive analysis, reliability analysis, t-tests and ANOVA. The results of the study showed that brand identification was higher with F & B employees than kitchen employees (p<0.01), and was also higher for employees of international brand hotels than local brand hotels (p<0.05). Further analyses revealed that brand identification affected organizational identification, and both types of identification, especially brand identification, had strong impacts on job satisfaction. In conclusion, employee brand identification should be recognized as one of the most important factors of human resource management in the foodservice industry.

A Study of the Prosodic Characteristics of Homographs with Context Cues by Subjects with Right and Left Hemisphere Damage (문맥 내에서 좌우반구 손상자의 동음어에 대한 운율 산출 비교)

  • Lee, Myoung-Soon
    • Phonetics and Speech Sciences
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    • v.2 no.1
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    • pp.13-21
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    • 2010
  • The purpose of this study was to examine the prosody characteristics of sentence-level utterances which contain homographs with context cues in patients with neurogenic communication disorders. Homographs which may be affected by prosody, especially tonic length features, were used to investigate this matter. The characteristics of tone, duration, pitch, and pitch peak were analyzed to examine the characteristics of prosody in patients with lesions in the left or right hemisphere and normal controls. The whole process was recorded using Praat 4.3.14 and for statistical analyses, three-way ANOVA and multiple comparative analyses, Chi-Square tests, and a one-way ANOVA were carried out using SPSS 12.0 for Windows. The conclusions of this study are as follows. First, the length of syllables and vowels in homographs in Korean was different depending on the meaning and was not significant between groups. Second, it was found that patients with lesions in the right hemisphere had significant difference on pitch. Third, it was found that frequency of pitch peak and tone in 'short' tone syllables were different between groups. The conclusion of this study found that the prosody of homographs between groups absolutely was not differentiated. Accordingly, more detailed studies of acoustic parameters and other parameters which the prosody characteristic between groups could be found are needed in the future.

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Effect of single nucleotide polymorphisms on intramuscular fat content in Hungarian Simmental cattle

  • Anton, Istvan;Huth, Balazs;Fuller, Imre;Rozsa, Laszlo;Hollo, Gabriella;Zsolnai, Attila
    • Asian-Australasian Journal of Animal Sciences
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    • v.31 no.9
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    • pp.1415-1419
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    • 2018
  • Objective: To estimate effect of single nucleotide polymorphisms on the intramuscular fat content (IMF) of Hungarian Simmental bulls. Methods: Genotypes were determined on high-density Illumina Bovine DNA Chip. After slaughtering of animals, chemical percentage of intramuscular fat was determined from longissimus dorsi muscle. A multi-locus mixed-model was applied for statistical analyses. Results: Analyses revealed four loci (rs43284251, rs109210955, rs41630030, and rs41642251) to be highly associated ($-{\log}_{10}P$>12) with IMF located on chromosome 1, 6, 13, and 17, respectively. The frequency of their minor alleles was 0.426, 0.221, 0.162, and 0.106. Conclusion: The loci above can be useful in selection programs and gives the possibility to assist selection by molecular tools.

Investigating Effects of Metacognitive Strategies on Reading Engagement: Managing Globalized Education

  • HUO, Naihean;CHO, Yooncheong
    • The Journal of Industrial Distribution & Business
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    • v.11 no.5
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    • pp.17-26
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    • 2020
  • Purpose: Previous studies rarely investigated the effects of the metacognitive reading strategies on reading engagement, particularly in globalized higher education, while those studies examined reading problems and engagement with lower reading level. The purpose of this study is to investigate the effects of the metacognitive reading strategies including global reading, problem solving, and supporting reading on reading engagement that include argentic, behavior, emotional, and cognitive engagement in global learning environment. This study investigated research questions: how do global reading, problem solving, and supporting reading strategies affect argentic, behavior, emotional, and cognitive reading engagement? Research design, Data, and methodology: This study collected data via online survey in globalized learning environment. This study applied statistical analyses, such as factor and regression analyses and ANOVA. Results: The results of this study showed that metacognitive reading strategies had significant effects on student reading engagement while they were reading class materials in English for academic purposes. Conclusions: This study provides managerial implications in higher education by providing better strategies to enhance learning skills in global context. In particular, this study provides implications that the effects of problem solving and supporting strategies could be improved by adopting better management systems in globalized education.

Composition and Structure of Macrofouling Communities on Ocean-going Ships in the Far East Sea Basin

  • Moshchenko, Alexander V.;Zvyagintsev, Alexander Y.
    • Ocean and Polar Research
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    • v.23 no.2
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    • pp.63-75
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    • 2001
  • Species composition and community structure of the fouling found on the hulls of 28 ships traveling through 6 main shipping routes (SR)in the Far East Sea Basin were analyzed using statistical methods. Samples obtained during 1976-1990 expeditions of the Institute of Marine Biology were used for the analyses. These samples were taken from the ships anchored in the harbor by SCUBA diving and in dry-docks of the Vladivostok ship-repairing yard. Similar composition of the fouling communities occurred on the ships travelling the same SR. In five cases, fouling was dominated by different Cirripedia communities. And, in one case, a community of the mussel Mytilus trossulus was found. In most cases the results of the factor analyses showed extremely low level of the relationships among different animals and algal species in fouling communities. Each ocean-going ship had an original structure of the fouling. Spatially disconnected animal associations of tropical and boreal origin may simultaneously coexist at the same ship. This paper testified to the originality of the zone of anthropogenic substrata as a benthos concentrator in the pelagic regions of the world ocean. The fouling from different zones showed that each zone possesses peculiar features and regularities of the composition and relationships between organisms dwelling here.

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Climate Change and Individual Life History (기후변화와 개체의 생활사)

  • Lee, Who-Seung
    • Ocean and Polar Research
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    • v.34 no.3
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    • pp.275-286
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    • 2012
  • Over the last 20 years there have been more than 3000 peer-reviewed papers relating to climate change and biodiversity published, and still the numbers are increasing. However, most studies focused on the impacts of climate change at population or community levels, and the results invariably reveal that there has been, or will be, a negative effect on the structure and pattern of biodiversity. Moreover, the climate change models and statistical analyses used to test the impacts are only newly developed, and the analyses or predictions can often be misled. In this review, I ask why an individual's life history is considered in the study how climate change affects biodiversity, and what ecological factors are impacted by climate change. Using evidence from a range of species, I demonstrate that diverse life history traits, such as early growth rate, migration/foraging behaviour and lifespan, can be shifted by climate change at individual level. Particularly I discuss that the optimal decision under unknown circumstance (climate change) would be the reduction of the ecological fitness at individual level, and hence, a shift in the balance of the ecosystem could be affected without having a critical impact on any one species. To conclude, I summarize the links between climate changes, ecological decision in life history, the revised consequence at individual level, and discuss how the finely-balanced relationship affects biodiversity and population structure.

The Air Quality Analysis in Underground Shopping Centers Using Pattern Recognition (Pattern Recognition을 이용한 지하상가에서의 대기오염물질의 농도 분석에 관한 연구)

  • 김동술;김형석
    • Journal of Korean Society for Atmospheric Environment
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    • v.6 no.1
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    • pp.1-10
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    • 1990
  • The purpose of the study was to analyze air quality in underground shopping centers using pattern recognition methods. In order to perform this, the concentraion of air pollutants such as $CO, NO_2, NO_x, SO_2$, and particulate matters was measured at the 11 different shopping centers in Seoul metropolitan area and the total of 47 samples were obtained at random based on the size of shopping centers. To introduce a new concept of the "average concentration" for the indoor air quality analyses, the various multivariate statistical analyses have been studied. Thus, a cluster analysis was applied to separate the samples into pseudo-patterns and a disjoint principal component analysis was used to generate homogeneous patterns after removing outliers from the pseudo-patterns. The 6 homogeneous patterns were then obtained as follows:the first pattern was a group of clean sites;the second a group of sites having high dust concentration;the third a group of sites having high dust and $NO_x$ concentration;the fourth a group of sites having low dust and $SO_2$ concentraion and high CO concentration;the fifth a group of sites having high $NO_2 and SO_2$ concentration;and the final a group of miscellaneous sites. Thus, the average concentration could be estimated for each pattern.h pattern.

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Determination of Thermal Contact Conductance of an Injection Mold Assembly for the Prediction of Mold Surface Temperature

  • Lee, Ki-Yeon;Kim, Kyeong-Min;Park, Keun
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.21 no.6
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    • pp.1008-1012
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    • 2012
  • Injection molds are fabricated by assembling a number of plates in which mold core and cavity components are inserted. The assembled structure causes a number of contact interfaces between each component where the heat transfer is affected by the thermal contact resistance. However, the mold assembly has been treated as a one body in numerical analyses of injection molding, which has a limitation in predicting the mold temperature distribution during the molding cycle. In this study, a numerical approach that considers the thermal contact effect is proposed to predict the heat transfer characteristics of an injection mold assembly. To find the thermal contact conductance between the mold core and plate, a number of finite element (FE) simulations were performed with the design of experiment (DOE) and statistical analysis. Thus, the heat transfer analyses using the obtained conductance values can provide more reliable results than conventional one-body simulations.

A Tolerance Analysis Method for Spot-welded Deformable Auto Body Parts (점용접되는 차체 부품의 공차 해석 기법)

  • So, Hyun-Chul;Kim, Kuk-Saeng;Yim, Hyun-June;Jee, Hae-Seong;Park, Bong-Jun;Yoo, In-Suk
    • Transactions of the Korean Society of Automotive Engineers
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    • v.14 no.2
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    • pp.23-31
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    • 2006
  • Tolerance analysis of auto body requires the consideration of its compliance because of potentially significant deformation during the spot-weld assembly process. In this paper, a relatively recent method for such analyses is briefly introduced as one can find in the literature. In this method, it is important to take into account of the covariance between the sources of variation as they are closely located, which is the case in most auto body assembly. However, it is often impossible to know such covariance, for example, when a new car is being developed. Therefore, a mechanics-based method is proposed in this paper to estimate the covariance among the sources of variation by finite element analyses and simple statistical computations. The proposed method is illustrated by applying it to a three-dimensional model of real front wheel housing.