• Title/Summary/Keyword: statistical characterization

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Optimization of Barium Titanate Slip for Tape Casting Using Design of Experiments

  • Kwon, Sung-Wook;Darsono, Nono;Yoon, Dang-Hyok
    • Journal of the Korean Ceramic Society
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    • v.43 no.9 s.292
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    • pp.519-526
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    • 2006
  • A full-factorial design of experiments with three input factors and two levels for each factor including center points was utilized for the preparation and characterization of twelve types of $BaTiO_3$ slips for tape casting. Ceramic powders with different particle sizes, different milling methods such as high energy milling and conventional ball milling, and two types of dispersant with different polymeric species were chosen as input factors in order to investigate their effects on slip and on green tape properties. Tape casting, a small rectangular-shaped K-square preparation, characterization and quantitative data analysis using statistical software were followed. Ceramic powder was the most significant among three input factors for the output responses of slip viscosity and green tape density, showing more favorable results with large particles than with very fine ones. In addition, high energy milling for only 30 min was more efficient than 24h of conventional ball milling in terms of powder dispersion and milling. The optimum condition based on the experimental results was a slip exposed to high energy milling with large ceramic particles along with a methylethyl acetate dispersant.

The Importance of Geotechnical Variability in the Analysis of Earthquake-induced Slope Deformations (지진으로 인한 사면변위 해석 시 지반성질 모델의 중요성)

  • Kim, Jin-Man
    • Journal of the Korean Geotechnical Society
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    • v.19 no.2
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    • pp.123-133
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    • 2003
  • A practical statistical approach that can be used to model various sources of uncertainty systematically is presented in the context of reliability analysis of slope stability. New expressions for probabilistic characterization of soil properties incorporate sampling and measurement errors, as well as spatial variability and its reduced variance due to spatial averaging. The stochastic nature of seismic loading is studied by generating a large series of hazard-compatible artificial motions, and by using them in subsequent response analyses. The analyses indicate that in a seismically less active region such as the Korean Peninsular, a moderate variability in soil properties has an effect as large as the characterization of earthquake hazard on the computed risk of slope failure and excessive slope deformations.

Comparison of surface characterization according to surface treatment of composite resin inlay (복합레진 인레이의 표면처리방법에 따른 표면특성 비교)

  • Lee, Myung-Jin;Choi, Yu-Ri;Kang, Min-Kyung
    • Journal of Korean society of Dental Hygiene
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    • v.19 no.2
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    • pp.307-315
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    • 2019
  • Objectives: The aim of this study was to investigate the characterization of composite resin inlay surface with silane and non-thermal atmospheric pressure plasma treatment. Methods: Composite resin inlay was used as a specimen, which was treated by sandblasting + silane and sandblasting + plasma. The untreated specimens were assigned to the control group. Specimens were analyzed for surface roughness, color change, and chemical composition. Statistical analyses were performed using one-way ANOVA test (p<0.05). Results: The present findings showed that the roughness and color changes of the plasma-treated surface were significantly lower than those of the silane-treated surface. In addition, a change in the chemical composition was observed on the plasma-treated surface. Conclusions: Based on the results, non-thermal atmospheric pressure plasma could be a potential tool for the cementation of composite resin inlay.

The research on the characterization solution of eyeglass dispensing & fitting fee in optical shop (안경원의 안경 조제·가공료와 피팅비 정착화에 관한 연구)

  • Leem, Hyun-Sung;Lee, Eun-Hee;Jung, Mi-A
    • Journal of the Korea Convergence Society
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    • v.8 no.12
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    • pp.391-395
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    • 2017
  • In this research, we conducted a questionnaire survey of contents necessary for eyeglass dispensing & fitting fee and characterization solution of eyeglass dispensing & fitting fee. From August 1, 2016 to September 30, questionnaires were set up for 202 spectators of Seoul and Gyeonggi area, questionnaire survey was conducted online and offline. Statistical processing of all data was performed using Origin Pro 8.5. 92.1% (186 people) and 93.1% (188 people) were positively evaluating the necessity of introduction for the necessity of introducing eyeglass dispensing & fitting fee, respectively. The result suggested that it is necessary to establish the position of the optician as a medical service expert by providing a more stable policy through analysis of overseas cases of eyeglass dispensing & fitting fee.

Methodologic Issues in Using Epidemiologic Studies for Quantitative Risk Assessment

  • Stayner Leslie
    • 대한예방의학회:학술대회논문집
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    • 1994.02a
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    • pp.417-425
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    • 1994
  • Although animal studies have been used most often for quantitative risk assessment, it is generally recognized that well-conducted epidemiologic studies would provide the best basis for estimating human risk. However, there are several features related to the design and analysis of epidemiologic studies that frequently limit their usefulness for quantitating risks. The lack of accurate information on exposure in epidemiologic studies is perhaps the most frequently cited limitation of these studies for risk assessment. However. other features of epidemiologic study design, such as statistical power, length of follow-up, confounding, and effect modification, may also limit the inferences that can be drawn from these studies. Furthermore, even when the aforementioned limitations are overcome, substantial uncertainty exists concerning the choice of an appropriate statistical (or biologic) model for extrapolation beyond the range of exposures observed in a particular study. This paper focuses on presenting a review and discussion of the methodologic issues involved in using epidemiologic studies for risk assessment. This review concentrates on the use of retrospective, cohort, mortality studies of occupational groups for assessing cancer risk because this is the most common application of epidemiologic data for quantitative risk assessment (QRA). Epidemiologic data should not be viewed as a panacea for the problems inherent in using animal bioassay data for QRA. Rather, information that can be derived from epidemiologic and toxicologic studies complement one another, and both data sources need to be used to provide the best characterization of human risk.

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Characterization of Ligands-Conjugated AuNPs by Using ToF-SIMS Imaging Technique

  • Shon, Hyun Kyong;Xaba, Morena Sam;Gulumian, Mary;Song, Nam Woong;Lee, Tae Geol
    • Proceedings of the Korean Vacuum Society Conference
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    • 2013.02a
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    • pp.278-278
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    • 2013
  • 최근 나노 입자의 안전성에 대한 연구가 활발하게 이루어 지고 있다. 대부분의 연구는 세포독성과 쥐에 흡입시켜 각 장기에 침착 정도를 측정하는 연구에 집중되어 있고, 나노입자의 리간드 특성에 대한 연구는 활발이 진행되고 있지 않다. 따라서 같은 나노입자를 이용한 연구결과가 다르게 나타나는 것을 종종 확인 할 수 있어서, 나노입자 특성평가의 중요성이 커지고 있다 [1,2]. 본 연구에서는 용매에 리간드가 존재하는 PEG-conjugated AuNPs과 원심분리로 용액내의 free-ligands가 제거된 PEG-conjugated AuNPs에 대하여 ToF-SIMS 이미지를 얻었고, PEG와 AuNPs 이미지의 statistical correlation으로부터 AuNPs의 표면에 존재하는 리간드들의 stability를 평가할 수 있는 방법을 개발하였다. 또한, citrated-conjugated AuNPs을 PEG 리간드로 표면을 치완시키고, phagolysosomal simulant Fulid(PSF) 용액에 incubation 과정 동안의 PEG 리간드가 표면에서 제거되어 용액에 존재함을 확인하였다. ToF-SIMS의 이미지와 statistical correlation을 이용하면 나노입자의 표면에 존재하는 다양한 리간드들의 안정성을 평가할 수 있고, 이를 통한 나노입자의 안전성에 대한 연구에 기여 할 수 있을 것으로 기대된다.

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Multifactor-Dimensionality Reduction in the Presence of Missing Observations

  • Chung, Yu-Jin;Lee, Seung-Yeoun;Park, Tae-Sung
    • Proceedings of the Korean Statistical Society Conference
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    • 2005.11a
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    • pp.31-36
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    • 2005
  • An identification and characterization of susceptibility genes for common complex multifactorial diseases is a challengeable task, in which the effect of single genetic variation will be likely dependent on other genetic variations(gene-gene interaction) and environmental factors (gene-environment interaction). To address is issue, the multifactor dimensionality reduction (MDR) has been proposed and implemented by Ritchie et al. (2001), Moore et al. (2002), Hahn et al.(2003) and Ritchie et al. (2003). With MDR, multilocus genotypes effectively reduce the dimension of genotype predictors from n to one, which improves the identification of polymorphism combinations associated with disease risk. However, MDR cannot handle missing observations appropriately, in which missing observation is treated as an additional genotype category. This approach may suffer from a sparseness problem since when high-order interactions are considered, an additional missing category would make the contingency table cells more sparse. We propose a new MDR approach with minimum loss of sample sizes by considering missing data over all possible multifactor classes. We evaluate the proposed MDR by using the prediction errors and cross validation consistency.

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Evaluation of water permeability of forward osmosis membranes using osmotically driven membrane test (랩스케일 정삼투실험을 통한 정삼투막의 수투과도 평가)

  • Lee, Junseo;Kim, Suhan
    • Journal of Korean Society of Water and Wastewater
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    • v.30 no.4
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    • pp.417-425
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    • 2016
  • Desalination is a key technology to overcome water shortage problem in a near future. High energy consumption is an Achilles' heel in desalination technology. Osmotically driven membrane processes like forward osmosis(FO) was introduced to address this energy issue. Characterizing membrane properties such as water permeability(A), salt permeability(B), and the resistance to salt diffusion within the support layer($K_{ICP}$) are very important to predict the performance of scaled-up FO processes. Currently, most of researches reported that the water permeability of FO membrane was measured by reverse osmosis(RO) type test. Permeating direction of RO and FO are different and RO test needs hydraulic pressure so that several problems can be occurred(i.e. membrane deformation, compaction and effect of concentration polarization). This study focuses on measuring water permeability of FO membrane by FO type test results in various experimental conditions. A statistical approach was developed to evaluate the three FO membrane properties(A, B, and $K_{ICP}$) and it predicted test result by the internal and external concentration polarization model.

Statistical Characterization of the Multi-Charged Fragment Ions in the CID and HCD Spectrum

  • Ramachandran, Sangeetha;Thomas, Tessamma
    • Mass Spectrometry Letters
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    • v.12 no.2
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    • pp.41-46
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    • 2021
  • Collision-induced dissociation (CID) and higher-energy collisional dissociation (HCD) are the widely used fragmentation technique in mass spectrometry-based proteomics studies. Understanding the fragmentation pattern from the tandem mass spectra using statistical methods helps to implement efficient spectrum analysis algorithms. The study characterizes the frequency of occurrence of multi-charged fragment ions and their neutral loss events of doubly and triply charged peptides in the CID and HCD spectrum. The dependency of the length of the fragment ion on the occurrence of multi-charged fragment ion is characterized here. Study shows that the singly charged fragment ions are generally dominated in the doubly charged peptide spectrum. However, as the length of the product ion increases, the frequency of occurrence of charge 2 fragment ions increases. The y- ions have more tendencies to generate charge 2 fragment ions than b- ions, both in CID and HCD spectrum. The frequency of occurrence of charge 2 fragment ion peaks is prominent upon the dissociation of the triply charged peptides. For triply charged peptides, product ion of higher length occurred in multiple charge states in CID spectrum. The neutral loss peaks mostly exist in charge 2 states in the triply charged peptide spectrum. The b-ions peaks are observed in much less frequency than y-ions in HCD spectrum as the length of the fragment increases. Isotopic peaks are occurred in charge 2 state both in doubly and triply charged peptide's HCD spectrum.

Characterization of Water Quality in Changnyeong-Haman Weir Section Using Statistical Analyses (통계분석을 이용한 낙동강 창녕함안보 구간의 수질특성 연구)

  • Gwak, Bo-ra;Kim, Il-kyu
    • Journal of Korean Society of Environmental Engineers
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    • v.38 no.2
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    • pp.71-78
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    • 2016
  • The study of water environment system in Changnyeong-Haman weir section using a statistical analysis has been conducted. Statistical analyses used in this study were the correlation analysis, the principal components, and the factor analysis. The purpose of the study is to establish better understanding of relationships between water quality factors in the Changnyeong-Haman weir section which can provide useful information to manage Nakdong river. According to correlation analyses on COD and TOC, it revealed that the value of correlation coefficient was 0.844. Furthermore, the results from the principal component analysis categorized the water quality factors into three factor groups, the first principal factor group included COD, TOC, BOD, pH, water temperature (WT). And, it was observed that the concentration of cyanobacteria in the water body decreased, while the concentrations of the diatoms and the green algae increased after the events of rainfall.