• Title/Summary/Keyword: 선형회귀 분석

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Mechanical Characteristics of Recycled PET Polymer Concrete with Demolished Concrete Aggregates (PET와 재생골재를 이용한 폴리머콘크리트의 역학적 특성)

  • Jo Byung-Wan;Lee Du-Wha;Park Seung-Kook
    • Journal of the Korea Concrete Institute
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    • v.17 no.3 s.87
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    • pp.335-342
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    • 2005
  • In this paper, fundamental properties of Polymer Concrete(PC), made from unsaturated polyester resin based on recycled PET and recycled aggregate were investigated. Mechanical properties include strength, modulus of elasticity, and chemical resistance. Resins based on recycled PET and recycled aggregate offer the possibility of low source cost for forming useful products, and would also help alleviate an environmental problem and save energy. The results of test for resin contents and recycled aggregate ratio we, first, the strength of Polymer Concrete made with resin based on recycled PET and recycled aggregate increases with resin contents relatively, however beyond a certain resin contents the strength does not change appreciably, Second, the relationship between the compressive strength and recycled aggregate ratio at resin $9\%$ has a close correlation linearly whereas there is no correlation between the compressive strength and the flexural strength of RPC with recycled aggregate ratio. Third, the effect of acid resistance at resin $9\%$ was found to be nearly unaffected by HCI, whereas the PC with $100\%$ recycled aggregate showed poor acid resistance. Unlike acid, alkali nearly does not seem to attack the RPC as is evident from the weight change and compressive strength. And last, In case of stress-strain curve of polymer concrete with $100\%$ of natural aggregate and $100\%$ recycled aggregate it is observed the exceptional behavior resulting in different failure mechanisms of the material under compression.

Effect of Calcium Hydroxide on the Microhardness of Root Dentin of Primary Tooth (수산화칼슘 근관충전제의 적용이 유치 치근상아질의 미세경도에 미치는 영향)

  • Jun, Saeromi;Kim, Jong-Bin;Yoo, Seung-Hoon
    • Journal of the korean academy of Pediatric Dentistry
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    • v.40 no.3
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    • pp.177-184
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    • 2013
  • Calcium hydroxide mixture medicaments can nearly be considered to be the ideal primary tooth filling material. However, long-term application of calcium hydroxide combinations as an intra canal medicament softens dentin. The aim of this study was to evaluate the effect of calcium hydroxide on the microhardness of root dentin of primary tooth. For the study, 60 extractedprimary incisors were divided into 3 groups (no medicament, calcium hydroxide/iodorform mixture, and calcium hydroxide/distilled water mixture). After the cleansing and shaping of canals, calcium hydroxide medicaments were applied and stored for different periods of time (1, 7, 30, 90 days). The root was horizontally sectioned into 2 mm thick specimens and the microhardness was measured using Vickers microhardness tester. The results were as follows : Root dentin microhardness of primary teeth decreased with long term exposure to calcium hydroxide medicaments according to the experimental period and showed statistically significance (p < 0.05). Root dentin microhardness of primary tooth filled with calcium hydroxide mixed with distilled water showed more decrease than filled with Vitapex and showed statistically significance (p < 0.05). Root dentin microhardness of a control group without exposure to calcium hydroxide decreased according to the experimental period and showed statistically significance (p < 0.05).

Effects of Urban Compactness and Residential Density on Trip Generation: Focusing on Work Trips in Seoul, Korea (도시 압축도와 주거밀도가 통행발생에 미치는 영향에 관한 연구: 서울시 출근 통행을 중심으로)

  • Mahriyar, Muhammad. Zia;RHO, Jeonghyun
    • Journal of Korean Society of Transportation
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    • v.35 no.1
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    • pp.1-10
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    • 2017
  • The compact city usually provides good accessibility of residents with multiple transportation modes. However, in a compact city, annual average of travel distance per household by car is relatively short due to more congested traffic condition and larger travel cost than disperse city. As a result, total travel demand is decreasing when the region becomes more compact. Therefore compact development is regarded as one of the sustainable choices for future urban planning in many countries. This study aims at an empirical analysis of the relationship between urban compactness and travel demand based upon land-use and travel data for city of Seoul. In this study, 424 sub-districts with the mixed land-use patterns are assessed in a hexagonal diagram. The measurement is based on the relative deviation of each sector's characteristics including numbers of residence, manufacture, and trade & service. Multiple linear regression models are developed to analyze the effects of urban compactness on zonal trip generations. As a result, the trip generation rate in the residence-intensive and mixed-use areas is found to be relatively low. Furthermore, residents in high-compact areas tend to use public transport more often than residents in less compact areas.

Related Factors to Visual Display Terminal Syndrome in Employees of A General Hospital in one Metropolitan City (한 광역시 종합병원 근로자의 VDT 증후군 자각증상에 대한 관련요인 연구)

  • Yoo, Se-Jong;Hong, Jee-Young;Bae, Seok-Hwan
    • Journal of radiological science and technology
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    • v.34 no.4
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    • pp.297-303
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    • 2011
  • The existing studies of VDT syndrome have been researched only about for nurse groups without radiological technologists. The target of this study was workers who perform VDT task in general hospital placed in Daejun City such as insurance judgement, patient affairs, medical record management, medical computing service, hospital administration, and radiological sections. This study was conducted at October 15, 2009 to November 2, 2009 using structured questionnaire. Results of group A (age 20-29, less than 5 years experience at clinical site, normal staff, and unmarried group) showed significant skin and psychological conditions among recognition symptoms of VDT syndrome. Group B (age 30-39, 6-10 years experience at clinical site, managing staff, and married group) tends to be similar at orbital, whole body and muscles' frame response among recognition symptoms of VDT syndrome. Results of "Multiple Linear Regression" with dependent variable that is scores of recognition symptoms of VDT syndrome are as follows. The factors which influences for orbital-related problem is gender, health cares and obstacles during daily life. The factors which influences for whole body-related is exercise, stress and recognition for health condition and the factors which influences muscles' frame-related is 6-10 years experience at clinical site, human relationship, health cares and obstacles during daily life. These are proved to be similar by statistic analysis. There is small difference at recognition symptom of VDT syndrome between the radiological technologist and other groups in general hospital. Yet, as the working circumstance of radiological technologist gradually changes to VDT environment, the recognition symptom of VDT syndrome became conscious. This can be prevented by regular job rotation, which will escape the continuous repetition of working pattern.

Relation of Freshwater Discharge and Salinity Distribution on Tidal Variation around the Yeomha Channel, Han River Estuary (한강하구 염하수로 주변의 조석변화에 따른 염분분포와 담수와의 상관관계)

  • Yoon, Byung-Il;Woo, Seung-Buhm
    • Journal of Korean Society of Coastal and Ocean Engineers
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    • v.24 no.4
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    • pp.269-276
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    • 2012
  • Salinity distribution in estuary and tidal river is presented by many parameters including tidal forcing, river discharge and geographical effect. Understanding the characteristics of salinity structure is very important in the aspect of water-quality, ecological, and engineering viewpoint. Field measurement was carried out to study the distribution of salinity structure at 2 surface stations at Yeomha channel in the Han River estuary. The results of short- and long-term salinity change according to short and long tidal variability is investigated. For analyzing the axial salinity distribution at Yeomha channel, the salinity data from NFRDI is used in this study. The relationship between freshwater discharge and salinity distribution is represented through the nonlinear regression equation. The empirical equation for salt intrusion length scale, including tide, river discharge, and topographical effect is presented. As the comparison of empirical equation and existing data collected in study area, the characteristic of salt intrusion length and salinity distribution is changed by tide, fresh water, and geographical effect.

Effects on Individually Tailored Teaching According to Types of Under-achievement in Science (과학 학습 부진 유형에 따른 맞춤형 학습 지도의 효과)

  • Kim, Sang-Yun;Lee, Kyoeng-Ran;Back, Nam-Gwon;Park, Jong-Ho
    • Journal of The Korean Association For Science Education
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    • v.35 no.5
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    • pp.907-917
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    • 2015
  • Response to Intervention (RTI), which is focused on the gap between pre-interventions and post-interventions, provides an effective intervention program. This study takes under-achievement factors into consideration to determine the overall characteristics of underachievers. The under-achievement factors include cognitive learning factors, affective factors, and environmental factors. This study conducted curriculum-based assessments, achievement tests, and assessments on attitudes toward science and science learning motivation to verify the effects of individually tailored teaching according to the types of under-achievement in science. The experimental group was composed of six students in fourth grade, and the comparison group had 23 students. The findings of the study were as follows. First, the performance and progress of underachievers in the first-stage showed little progress and did not reach grade-level performance. Second, the underachievers in the second-stage greatly improved. In particular, the average of eight sessions in the second-step demonstrated performance beyond that of the regular child. Third, individually tailored teaching according to the types of under-achievement in science positively affected attitudes toward science and science learning motivation. This study will contribute to the improvement of the underachiever by applying individually tailored teaching according to the types of under-achievement in science.

Factors Influencing on Intention of Dental Care Utilization after Annual Dental Examination for Workers in Daegu, Korea (대구시 일부 근로자의 구강검진후 치과진료 이용의사에 영향을 미치는 요인)

  • Jang, Bun-Ja;Choi, Youn-Hee
    • Journal of dental hygiene science
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    • v.9 no.5
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    • pp.579-586
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    • 2009
  • Prior to the start of the general oral examination, this study was performed using the theory of planned behavior to provide data that would help not only increase intention of industrial workers' dental care utilization after their dental examination, but develop the follow-up oral health programs. As the first research group, 608 workers were selected from the 1016 workers while excluding both 53 workers who were currently undergoing dental treatment and 355 workers who had an opportunity to visit the dental clinic over the previous six months. Among the general characteristics that would influence the 608 workers' intention to utilize the dental clinic within one (1) month, their financial state showed that the higher their financial abundance level, the stronger their intention to visit the dental clinic(p<0.01). It was shown that the attitude toward the dental care utilization related behavior and subjective norm except the perceived behavioral control among the TPB variables had a significant effect on their intention(p<0.01). Among TPB variables, attitude toward the dental care utilization and subjective norm except the perceived behavioral control, were significant correlation with behavioral intention(p<0.01). The structure model's R-square of the attitude toward the behavior, subjective norm and perceived behavioral control having and effect on the intention accounted for 21%. In order to encourage the workers to have positive thoughts about the attitude toward their dental care utilization and subjective norm, therefore, it is required to perform the continued oral health programs, in addi1ion to oral health experts' regular education.

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Comparative Evaluation of Cardiac Output using Echocardiography in Beagle Dogs (비글견에서 심초음파를 이용한 심박출량 측정에 관한 비교 연구)

  • Park, Kitae;Yeon, Seongchan;Lee, Heechun
    • Journal of Veterinary Clinics
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    • v.29 no.5
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    • pp.384-390
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    • 2012
  • Echocardiographic measurements of cardiac output, including the modified Simpson's method, Automated Contour Tracking(ACT) method, and left ventricular outflow method are well described methods of evaluating cardiac function due to its reliability and the benefits of its non-invasive technique in human medicine. The purpose of this study was to evaluate the accuracy of an echocardiography estimate of cardiac output in isoflurane-anesthetized beagle dogs and was to compare the ACT method to the other methods used in measurement of cardiac output. In healthy beagle dogs, cardiac output results by echocardiography estimate methods showed an excellent correlations with those by the thermodilution method (The modified Simpson's method : r = 0.815, $r^2=0.665$, y = 0.434x + 0.311 ; ACT method : r = 0.86, $r^2=0.748$, y = 0.391x + 0.242 ; ventricular outflow method : r = 0.691, $r^2=0.478$, y = 0.593x + 0.242). Among the results obtained, the ACT method showed the highest correlation coefficient. In conclusion, our study demonstrated that echocardiography estimate methods did not prove to be suitable in accurately measuring absolute cardiac output values but showed an excellent correlation with thermodilution method. Therefore, by using the measurement of cardiac output as supplemental data, echocardiography estimate methods can be used for detection and correction of hemodynamic disturbances during emergency and anesthesia in veterinary practice.

The Effect of Winter Temperature on the Survival of Lantern Fly, Lycorma delicatula (Hemiptera: Fulgoridae) Eggs (동절기 온도가 꽃매미 월동 알의 생존율에 미치는 영향)

  • Lee, Young Su;Jang, Myoung Jun;Kim, Jin Young;Kim, Jun Ran
    • Korean journal of applied entomology
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    • v.53 no.3
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    • pp.311-315
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    • 2014
  • Lantern fly(Lycorma delicatula) is a major invasive pest that causes withering symptom of agricultural crops by sucking tree sap and sooty mold symptom by producing honeydew. This study was conducted to investigate the occurrence pattern of lantern fly in grape orchards in Gyeonggi area and the effect of winter temperature on L. delicatula egg survival during 2010 to 2013. In Gyeonggi areas, overwintered L. delicatula eggs began to hatch from early May and nymphs peaked in mid May. Adults emerged from late July and laid eggs until early November. The survival of L. delicatula eggs during overwintering was largely affected by winter temperatures. The relationship between the number of days below a threshold temperature (x) in January and the survival rate of overwintering L. delicatula eggs (y) was using linear regression model. The best model selected by the lowest RSS (residual sum of square) between predicted and actual survival was y = -1.0486 x + 94.496 ($R^2=0.7067$) with $-11^{\circ}C$ of threshold temperature. These results should be helpful to conduct L. delicatula management programs, since the results provided relivable prediction for the winter survival of L. delicatula eggs and the phenology of egg hatch in the spring.

Characteristics of Supernumerary Tooth-derived Pulp Cells during Long-term Culture (과잉치 치수유래 줄기세포의 장기 배양 특성)

  • Maeng, Hyunsoo;Kim, Jongbin;Kim, Jongsoo
    • Journal of the korean academy of Pediatric Dentistry
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    • v.45 no.4
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    • pp.492-498
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    • 2018
  • This study was conducted to investigate the characteristics of subculture times in the early, middle, and late passages by measuring the time under subculture until it was judged that the supernumerary tooth-derived pulp stem cells (sDPSCS) were no longer proliferating. Three supernumerary teeth from two healthy six-years old boys were extracted and stem cells were obtained from the pulp tissue. This was called SNT1 (supernumerary tooth 1), SNT2, and the supernumerary tooth from another child was named SNT3. SNT1 and 2 were subcultured at the same time and SNT3 was subcultured a little faster. The mean time of complete subculture was $3.6{\pm}1.1$ days. Total passages were cultured up to $23.3{\pm}0.6$ and took 83 days. These were divided into three groups based on the passage. The increase rate of time taken in subculture between group I and group II was 11.9%, but the rate between group II and group III was 28.6%, which was 2.4 times increased. The time taken between passages during long-term subculture up to 22 passages shows a regressive pattern y = 0.1169x + 2.25 and y = 0.1169x + 2.0. In conclusion, the passage time of SPSCs increased in late passages, and it shows a similar pattern.