• Title/Summary/Keyword: 회귀억제

Search Result 122, Processing Time 0.023 seconds

Multiple Linear Regression Model for Prediction of Summer Tropical Cyclone Genesis Frequency over the Western North Pacific (북서태평양 태풍발생빈도 예측을 위한 다중회귀모델 개발)

  • Choi, Ki-Seon;Cha, Yu-Mi;Chang, Ki-Ho;Lee, Jong-Ho
    • Journal of the Korean earth science society
    • /
    • v.34 no.4
    • /
    • pp.336-344
    • /
    • 2013
  • This study has developed a multiple linear regression model (MLRM) for the seasonal prediction of the summer tropical cyclone genesis frequency (TCGF) over the western North Pacific (WNP) using the four teleconnection patterns. These patterns are representative of the Siberian high Oscillation (SHO) in the East Asian continent, the North Pacific Oscillation (NPO) in the North Pacific, Antarctic oscillation (AAO) near Australia, and the circulation in the equatorial central Pacific during the boreal spring (April-May). This statistical model is verified by analyzing the differences hindcasted for the high and low TCGF years. The high TCGF years are characterized by the following anomalous features: four anomalous teleconnection patterns such as anticyclonic circulation (positive SHO phase) in the East Asian continent, pressure pattern like north-high and south-low in the North Pacific, and cyclonic circulation (positive AAO phase) near Australia, and cyclonic circulation in the Nino3.4 region were strengthened during the period from boreal spring to boreal summer. Thus, anomalous trade winds in the tropical western Pacific (TWP) were weakened by anomalous cyclonic circulations that located in the subtropical western Pacific (SWP) in both hemispheres. Consequently, this spatial distribution of anomalous pressure pattern suppressed convection in the TWP, strengthened convection in the SWP instead.

Optimization of Extraction Conditions for Bakkenolide B from the Leaves of Petasites japonicus by Using Response Surface Methodology (반응표면분석법에 의한 머위(Petasites japonicus)의 bakkenolide B추출공정 최적화)

  • Kim, Jung-Hun;Kim, Yong-Min;Chung, Hun-Sik;Choi, Young-Whan;Lee, Kyoung-Pil;Im, Dong-Soon;Lee, Young-Guen
    • Journal of Life Science
    • /
    • v.24 no.2
    • /
    • pp.167-172
    • /
    • 2014
  • Optimal conditions for extraction of bakkenolide B from Petasites japonicus leaves were determined by using response surface methodology. A second-order Box-Behnken design representing three extraction temperatures (80, 100, $120^{\circ}C$), three extraction times (30, 45, 60 min), and three solvent pH's (5, 7, 9) was executed. The efficiency of the extraction conditions was defined using the ${\beta}$-hexosamidase assay by comparing both the bakkenolide B content and its anti-allergic activity expressed as extract inhibition on degranulation. The response surface plot described for the bakkenolide B content showed that the maximum content was predicted as 121.6 ${\mu}g/g$ with extraction conditions of $127.1^{\circ}C$, 46.6 min, and pH 7.7. Extraction temperature and time were important factors in determining bakkenolide B content. Using regression analysis, correlation between the inhibition effect of mast cell degranulation and bakkenolide B content was found to be low.

Policing the police service quality, service satisfaction and life satisfaction relationship (경찰의 치안서비스품질과 서비스만족 및 생활만족의 관계)

  • Ahn, Dong Hyon;Kim, Chan Sun
    • Convergence Security Journal
    • /
    • v.14 no.3_2
    • /
    • pp.71-81
    • /
    • 2014
  • The purpose of this research is to find out the relationship among the quality of service, the satisfaction of service and the satisfaction of life in public security of Police. This research made by Final Judgment based on Seoul Citizens living in Seoul as a focus group, total number of citizens for final analysis is 491. The research consists of 60 questionnaires shows frequency analysis, factor analysis, reliability analysis, multiple regression, path analysis by SPSSWIN 18.0 and reaches the following. The reliability of the survey showed a Cronbach's ${\alpha}$ value of over 0.607. results; First, the quality of service in public security of Police in fluences the satisfaction of service. Second, the quality of service in public security of Police in fluences the satisfaction of life. Third, the satisfaction of service in public security in fluences the satisfaction of life. Fourth, the quality of service in public security of Police in fluences the satisfaction of service in public security and the satisfaction of life directly and indirectly.

The Effects of Emotional Dissonance and Service Sabotage on Skin Experts Who Have Experienced Inappropriate Customer Behavior (피부전문가들이 경험한 고객 불량행동이 감정부조화 및 서비스 사보타주에 미치는 영향)

  • Sung, Young-Whan;Lee, Young-Jo
    • Journal of the Korean Applied Science and Technology
    • /
    • v.38 no.6
    • /
    • pp.1493-1501
    • /
    • 2021
  • The purpose of this study is to investigate the effect of emotional dissonance and service sabotage on skin experts who have experienced inappropriate customer behavior. To achieve the purpose of the study. 383 skin experts in Seoul and Gyeonggi-do were selected as the subjects of the study. As for the analysis method, frequency analysis, factor analysis, reliability analysis, correlation analysis, and multiple regression analysis were performed, and the following research results were derived through such research procedures. Inappropriate customer behavior showed a positive (+) correlation with emotional dissonance, and emotional suppression of emotional dissonance affects service sabotage.

Studies on the Germination Characters of Korean Ginseng (Panax ginseng C.A. Meyer) Seed (고려인삼종자(高麗人蔘種子)의 발아특성(發芽特性)에 관(關)한 연구(硏究))

  • Won, Jun Yeon;Jo, Jae Seong
    • Korean Journal of Agricultural Science
    • /
    • v.15 no.1
    • /
    • pp.47-68
    • /
    • 1988
  • This study was conducted to define the optimal conditions for embryo growth during seed stratification and for breaking dormancy as well as seed germination of stratified ginseng seeds. The experiments were also carried out to detect some materials which were expected to induce seed dormancy in the ginseng seeds. The results summarized as follows; 1. The growth of embryo during seed stratification was significantly inhibited by the existence of endocarp. The fastest embryo growth was resulted at $15^{\circ}C$ and an estimated optimal temperature for embryo growth was about $18^{\circ}C$. 2. There was no significant difference between the embryo growth and germination ratio of ginseng seeds which were sown in seed bed at Aug-5 without seed stratification and that of artificial seed stratification. 3. Embryo growth and germination ratio was significantly inhibited by high temperature treatment at $30^{\circ}C$ for 24 hours or respiration stress by immersing seeds in water for 10 days or more. 4. When the seed stratification was started at $10^{\circ}C$, growth of embryo in the ginseng seeds were almost stopped. But, when the seeds were stratified first at $20^{\circ}C$ for 50 days and next at $10^{\circ}C$ for 50 days, the embryo growth was significantly promoted compared with the embryo growth in the seeds which were stratified at $20^{\circ}C$ for 100 days. 5. The successive embryo growth after seed stratification was significantly accelerated at $10^{\circ}C$ but the seeds chilled at $5^{\circ}C$ for 100 days were resulted in the highest germination ratio as well as the shortest days for germination. 6. The successive embryo growth during chilling treatment and seed germination were significantly inhibited by immersing seeds in water just before chilling treatment or during chilling treatment and by interruption of chilling treatment with raising temperature to $20^{\circ}C$ for 20 days during chilling treatment. 7. The germination ratio of ginseng seeds which finished chilling treatment was highest at $10^{\circ}C$ and 62.5% was the estimated soil moisture for the best germination of ginseng seeds. The ginseng seeds were found to require high amount of oxygen for germination. 8. Only water soluble material in homogenized ginseng seeds showed a significant inhibiting effect on the seed germination of sesame, millet and soybean. Water soluble material dissolved from undehisced ginseng seeds showed stronger inhibiting effect on the seedling growth of sesame than material from dehisced ginseng seeds. Extraction temperature did not influence the inhibiting effect of the material dissolved from ginseng seeds on the seedling growth of sesame. 9. Water soluble materials dissolved from the berry pulps, leaves, fresh roots and dried roots also showed a significant inhibiting effect on the seedling growth of sesame. 10. Water soluble materials dissolved from the ginseng seeds, leaves and fresh roots showed a significant inhibiting effect on the germination of true fungi and the growth of spawn but the growth of phytopathogenic bacteria was not. 11. Among the water soluble materials dissolved from ginseng seeds, the materials of low molecular weight less than 3,000 were resulted a significant inhibiting effect on the seedling growth of sesame and the materials of high molecular weight also showed an inhibiting effect.

  • PDF

The Effect of Consistency between Represented Location of the Cue and the Target on Attention Mechanism (단서자극과 표적자극의 표상된 위치의 일치성이 주의기제의 작용에 미치는 영향)

  • Seo, Jun-Ho;Li, Hyung-Chul O.
    • Korean Journal of Cognitive Science
    • /
    • v.20 no.4
    • /
    • pp.481-506
    • /
    • 2009
  • The purpose of the present research was to examine whether the attention mechanism employs physical or represented location of the cue and target. To achieve this, we have employed the paradigm of facilitation of response as well as inhibition of return. In the experiments, valid and invalid conditions were defined by the position consistency of the cue and the target in the aspect of either physical or represented location. We used auditory cue and visual target in Experiment 1 while visual cue and auditory target in Experiment 2. As a results, in Experiment 1, effect of facilitation of response in valid condition was found when the valid/invalid conditions were defined in the aspect of represented location. In Experiment 2, effect of facilitation of response in valid condition was found when the valid/invalid conditions were defined in the aspect of represented location. In all the other conditions, no effect was found when the conditions were defined in the aspect of physical location. No effects of inhibition of return were found in Experiment 2. These results imply the possibility that attention mechanism operates based on objects' represented location rather than on their physical location. More importantly, the present research suggests that it is necessary to separate represented location from physical location of the target and the cue in the experiment of facilitation of response and inhibition of return in the future.

  • PDF

A Study on Prediction of Earth Retaining Work Cost in the Project Planning Stage -Focusing on Apartment Construction Projects in Seoul- (사업기획단계에서 흙막이 공사비 예측에 관한 연구 -서울시내 아파트 건설사업을 중심으로-)

  • Lee, Jin-Kyu;Yang, Kyung-Jin;Park, Ki-Hyeon;Kim, Chan-kee
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.22 no.1
    • /
    • pp.385-392
    • /
    • 2021
  • In general, earth retaining work in construction works enables the construction of structures, prevents the displacement of the surrounding ground to the maximum extent, and plays an important role in ensuring the safety of the surrounding structures and field workers. The earth retaining work and the construction method differ according to the various ground characteristics, surrounding topographical characteristics, repair environment, and design conditions. In particular, in the case of Seoul city, the environments and ground conditions differ according to the area. This study analyzed the earth retaining work cost mainly for the apartment construction project in Seoul and calculated the approximate earth retaining work cost at the project planning stage. A model was developed to predict the cost of earth retaining work that matches the characteristics of Seoul City and predict the construction cost for earth retaining work. This paper presents the predicted earth retaining work cost using a multiple regression model that applies 10 project outlines as independent variables. The error rate of the prediction result of the earth retaining work cost of the apartment construction project in Seoul using multiple regression models was 10.75%.

Effect of Life Stress and Anger Expression in College Students on Suicidal Ideation (대학생의 생활스트레스, 분노표현이 자살생각에 미치는 융복합적 영향)

  • Chin, Eun-Young;So, Sung-Sup;Lee, Myung-In
    • Journal of Digital Convergence
    • /
    • v.13 no.8
    • /
    • pp.409-418
    • /
    • 2015
  • The study was conducted to identify the effects of life stress and anger expression in college students on suicidal ideation. In order to get the data by self-report questionnaires, 219 subject were selected from 14th of November to 6th of December, 2014. The collected data were analyzed using SPSS/Win 18.0 and descriptive statistics, t-test, one-way ANOVA, Pearson correlation coefficient, and hierarchical regression analysis. The findings reveal that suicidal ideation of college students was low which is average score $5.74{\pm}6.38$(possible range 0~38). This study determined that suicidal ideation is positive correlated with life stress and anger expression(anger-out, anger-in). The extent of anger-out, anger-in, family relationship and major satisfaction was a significant predictor of suicidal ideation and accounted for 24% of the explanation of suicidal ideation of college students. Base on the outcomes of this study, designing an intervention program that emphasizes stress and anger management in order to decrease suicidal ideation.

Effect of Maillard Reaction Products on Growth of Bacillus sp. (Maillard 반응생성물이 Bacillus sp.의 생육특성에 미치는 영향)

  • Lee, Gee-Dong;Kim, Jeong-Sook;Kwon, Joong-Ho
    • Korean Journal of Food Science and Technology
    • /
    • v.29 no.2
    • /
    • pp.309-313
    • /
    • 1997
  • Maillard reaction products (MRPs) added into a culture and the resultant bacterial growth were investigated using response surface methodology. The coefficients of determination $(R^{2})$ of response surface regression equations for bacteria were 0.9544 and 0.9578 in Bacillus subtilis and Bacillus natto, respectively. The MRPs produced at higher reaction temperature and for longer reaction time showed greater antimicrobial effect for Bacillus subtilis. Especially, the MRPs produced at temperature above $150^{\circ}C$ for 8 to 12 hrs showed the strongest antimicrobial effect. The MRPs produced at lower reaction temperature and for shorter reaction time showed greater microbial growth effect for Bacillus natto, but those produced at the reaction temperature higher than $160^{\circ}C$ showed the greatest antimicrobial effect. In the ridge analysis, the growth of Bacillus subtilis was the most significantly inhibited in the presence of MRPs prepared at $159.10^{\circ}C$ and pH 12.21 for 9.67 hrs, and the growth of Bacillus natto was the most significantly inhibited in the presence of MRPs prepared at $169.94^{\circ}C$ and pH 9.66 for 9.22 hrs.

  • PDF

Strengths of Lap Splices Anchored by SD600 Headed Bars (겹침이음 실험을 통한 SD600 확대머리철근의 정착강도 평가)

  • Chun, Sung-Chul;Lee, Jin-Gon
    • Journal of the Korea Concrete Institute
    • /
    • v.25 no.2
    • /
    • pp.217-224
    • /
    • 2013
  • Design provisions for the development length of headed bars in ACI 318-08 include concrete compressive strength and yield strength of headed bars as design parameters but do not consider the effects of transvers reinforcement. In addition, they have very strict limitation for clear spacing and material strengths because these provisions were developed based on limited tests. In this study, splice tests using SD600 headed bars with $2d_b$ clear spacing and transverse reinforcement were conducted. Test results show that unconfined specimens failed due to prying action and bottom cover concrete prematurely spalled. The contribution of head bearing on the anchorage strength is only 15% on average implying that unconfined specimens failed before the head bearing was not sufficiently developed. Confined specimens with stirrups placed along whole splice length have enhanced strengths in bearing as well as bond because the stirrups prevented prying action and improved bond capacity. Bond failure occurred in locally confined specimens where stirrups were placed only at the ends of splice length. The stirrups at ends of splice lengths can prevent prying action but the bond capacity did not increase. From regression analysis of test results, an equation to predict anchorage strength of headed bars was developed. The proposed equation consists of bond and bearing contributions and includes transverse reinforcement index. The average ratio of tests to predictions is 1.0 with coefficient of variation of 6%.