• Title/Summary/Keyword: 최적 추정

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Additive hazards models for interval-censored semi-competing risks data with missing intermediate events (결측되었거나 구간중도절단된 중간사건을 가진 준경쟁적위험 자료에 대한 가산위험모형)

  • Kim, Jayoun;Kim, Jinheum
    • The Korean Journal of Applied Statistics
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    • v.30 no.4
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    • pp.539-553
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    • 2017
  • We propose a multi-state model to analyze semi-competing risks data with interval-censored or missing intermediate events. This model is an extension of the three states of the illness-death model: healthy, disease, and dead. The 'diseased' state can be considered as the intermediate event. Two more states are added into the illness-death model to incorporate the missing events, which are caused by a loss of follow-up before the end of a study. One of them is a state of the lost-to-follow-up (LTF), and the other is an unobservable state that represents an intermediate event experienced after the occurrence of LTF. Given covariates, we employ the Lin and Ying additive hazards model with log-normal frailty and construct a conditional likelihood to estimate transition intensities between states in the multi-state model. A marginalization of the full likelihood is completed using adaptive importance sampling, and the optimal solution of the regression parameters is achieved through an iterative quasi-Newton algorithm. Simulation studies are performed to investigate the finite-sample performance of the proposed estimation method in terms of empirical coverage probability of true regression parameters. Our proposed method is also illustrated with a dataset adapted from Helmer et al. (2001).

Effect of Saccharides and Incubation Temperature on pH and Total Acidity of Fermented Black Tea with Tea Fungus (배양액 제조에 사용된 당의 종류와 농도 및 배양 온도가 Tea Fungus발효 홍차의 pH 변화와 Total Acids생성에 미치는 영향)

  • Choi, Mi-Ae;Kim, Jeong-Ok;Choi, Kyung-Ho
    • Korean Journal of Food Science and Technology
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    • v.28 no.3
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    • pp.405-410
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    • 1996
  • The fermented black tea with tea fungus (FBTF) known to cure various diseases was prepared by culturing tea fungus biomass in black tae with different kinds (sucrose, glucose, fructose and corn syrup) and concentrations (10-60% m/v) of saccharides. pH changes and total acid production of FBTF were investigated during 14 dats incubation at $5-45^{\circ}C$ The patterns of acid production in sucrose and fructose black tea solution were similar each other, and those in glucose and corn syrup black tea solution were similar each other showing that tea fungus biomass utilizes fructose than glucose more efficiently. The optimum incubation temperature for the formation and growth of tea fungus Biomass, and the acid production was $30^{\circ}C$ Low contents of total aids (0.1%-0.2%) were produced in 20% of higher concentrations of sucrose and fructose black tea solution, while 1.8% and 0.68% were produced in the 10% of sucrose and fructose black tea solutions, respectively, pH of FBTF dropped to 2.74-3.56 after 2 days of incubation of all the culture solution and Kept this level to 14 days incubation.

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Simultaneous Removal of Phenol and Hexavalent Chromium by Rhodococcus sp. CP01 (Rhodococcus sp. CP01에 의한 페놀과 6가 크롬이온의 동시 제거)

  • 최광현;오영숙;김병동;최성찬
    • Korean Journal of Microbiology
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    • v.36 no.4
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    • pp.279-284
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    • 2000
  • Simultaneous reduction of Cr(VI) and degradation of phenol was observed in batch and bench-scale continuous stirred tank reactors using Rhodococcus sp. CP01 isolated from leachate. The strain CP01, which was capable of utilizing phenol as a sole source of carbon and energy, completely reduced added hexavalent chromium (0.25 mM) to its trivalent form during 60 hr batch assay under optimal conditions (pH 7.0 and 1,000 mg/L of phenol concentration). The rates of Cr(VI) reduction and phenol degradation were estimated as 4.17 $\mu$M Cr(VI) and 38.4 mg phenol.$L^{-1}{\cdot}hr^{-1}$, respectively. The continuous culture experiment was conducted for 46 days using synthetic feed containing different levels of chromate (0.0625 to 0.25 mM) and phenol(1,000 to 4,000 mg/L). With a hydraulic retention time of 100 hr, Cr(VI) reduction efficiency was mostly 100% for influent Cr(VI) and phenol concentrations of 0.125 mM and 3,000 mg/L, respectively. During quasi-steady-state operation, specific rate of Cr(VI) reduction was calculated as 0.34 mg Cr(VI).g $protein^{-1}{\cdot}hr^{-1}$ which was comparable to reported values obtained by using glucose as growth substrate. The results suggest the potential application of biological treatment for detoxification of wastewater contaminated simultaneously with Cr(VI) and pheonol.

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Study on Qualitative Analysis for Lacquer Mixed with Some Additives by Pyrolysis‐Gas Chromatography/Mass Spectrometry (Py-GC/MS 분석법을 이용한 첨가물 혼합 옻칠 접착제의 정성분석)

  • Kim, Ji Eun;Yu, Ji A;Chung, Yong Jae
    • Journal of Conservation Science
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    • v.33 no.1
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    • pp.51-59
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    • 2017
  • Lacquer has been used as a natural paint or adhesive in Korea since 2nd century B.C. It has been found to have been used as an adhesive as mentioned in old records and as seen in excavated relics, It was also mixed with flour, animal glue, or fish glue to produce lacquer adhesives. Qualitative analysis and evaluation of the applicability of lacquer and additives was performed in this study. The results of EGA analysis for lacquer additives confirmed that the pyrolysis temperature of lacquer, glucose glue, and animal glue. On the basis of this result, raw lacquer sample was checked that pyrolysis product that originated from urushiol side chain (R group). Components originating from glucose and amino acid were detected in glutinous rice paste and animal glue samples. In this study, the optimum pyrolysis temperature for each lacquer and additive mixture was determined from basic qualitative analysis data. By performing the qualitative analysis of each mixture, the applicability of this technique for analyzing real relics was evaluated.

Purification and Properties of Sunflower Seed $\alpha$-Galactosidase by Affinity Chromatography. (Galactomannan 이용에 관한 연구;Affinity Chromatography법에 의한 해바라기씨 유래 $\alpha$-Galactosidase의 정제 및 성질)

  • 박귀근;김욱동;박영서;강종백;소림수행
    • Microbiology and Biotechnology Letters
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    • v.26 no.4
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    • pp.316-322
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    • 1998
  • An ${\alpha}$-D-galactosidase (${\alpha}$-D-galactoside galactohydrolase, EC 3. 2. 1. 22) from sunflower seed was purified by affinity chromatography using N-$\varepsilon$-aminocaproyl-${\alpha}$-D-galactopyranosylamine coupled to sepharose and its properties were examined. The specific activity of the purified enzyme, tested with p-nitrophenyl-${\alpha}$-D-galactopyranoside as substrate, was 291.66 units/mg protein, representing an 115-folds purification of the original crude extract. The final preparation obtained from by Sephadex G-25 chromatography showed a single band on SDS-polyacrylamide gel electrophoresis. The molecular weight was determined to be 42,000 by SDS-polyacrylamide gel electrophoresis. The purified galactosidase showed maximum activity at pH 4.5 and 55$^{\circ}C$, and was stable in the pH and temperature ranges of 4.0 to 5.0 and 30 to 55$^{\circ}C$, respectively. The enzyme activity was inhibited by Ag$\^$2+/, Hg$\^$2+/ and Co$\^$2+/. The enzyme activity was not affected considerably by treatment with other metal compounds. The enzyme liberated galactose from melibiose, raffinose, copra galactomannan, guar gum and locust bean gum by TLC, and also the hydrolysis rate of substrate was compared by HPLC.

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Isolation and Characterization of Marine Bacterial Strain SH-1 Producing Agar-Degrading Enzymes (한천 분해효소를 생산하는 해양 미생물 SH-1의 분리 및 특성 분석)

  • Lee, Jae-Hag;Lee, Soon-Youl
    • Microbiology and Biotechnology Letters
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    • v.42 no.4
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    • pp.324-330
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    • 2014
  • A marine bacterial strain producing agar-degrading enzymes was isolated from a mud flat in Jeboo-do (Korea) using a selective artificial sea water (ASW) agar plate containing agar as the sole carbon source. The isolate, designated as SH-1, was gram-negative, aerobic, and motile with single polar flagellum. 16S rRNA gene sequence similarity analysis showed the isolate SH-1 had the highest homology (96.5%) to marine bacterium Neiella marina J221. Cells could grow at $28-37^{\circ}C$ but not at $42^{\circ}C$, and the agarase activity of the cell culture supernatant was higher when grown at $28^{\circ}C$ than when grown at $37^{\circ}C$. Cells could grow when concentrations of 1-5% (w/v) NaCl were added to the growth media with the best growth observed at 3% NaCl, and the agardegrading enzyme activity of the cell culture supernatant was best when grown at 3% NaCl-containing growth media under the conditions we examined. The crude enzyme prepared from 48-h culture broth of strain SH-1 exhibited an optimum pH and temperature for agar-degrading activity at 7.0 and $40^{\circ}C$, respectively. Zymogram analysis of the crude supernatant and cell extract showed that strain SH-1 produced at least 3 agar-degrading enzymes with molecular weights of 15, 35, and 52 KD. Thinlayer chromatography (TLC) analysis also suggested that HS-1 produces ${\beta}$-agarase to degrade agarose to neoagarooligosaccharides.

Detection of Inflow Permeable Zones Using Fluid Replacement Conductivity Logging in Coastal Aquifer (공내수 치환 전기전도도검층을 이용한 연안지역 대수층의 탐지)

  • Hwang, Se-Ho;Park, Yun-Seong;Shin, Je-Hyun;Park, Kwon-Gyu
    • Geophysics and Geophysical Exploration
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    • v.9 no.3
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    • pp.225-230
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    • 2006
  • Fluid replacement and conductivity logging have been applied to three boreholes in coastal aquifer in order to identify permeable fractures and to estimate the origin of saline groundwater. Fluid replacement technique measures and monitors the change of borehole fluid conductivity with depth under ambient or pumping condition after replacing the original borehole fluid with different one (by pumping out original one and injecting simultaneously new one at the hole bottom). After the replacement of borehole fluid, the change of fluid conductivity can be the direct indicator of the intake flow of formation water through aquifer such as permeable fractures or porous formations. The conductivity profiles measured with times therefore indicate the locations of permeable zone or fractures within the open hole or the fully slotted casing hole. As a result of fluid conductivity logging for three boreholes at coastal area in Yeonggwang, Jeonam Province, it is interpreted that the seawater intrusion in this area is not by remnant saline groundwater after land reclamation but mainly by intrusion of saline water through fractured rock. This approach might be useful for assessing the characteristics of seawater intrusion, the design of optimal pumping, the mitigation of seawater intrusion using freshwater injection, and estimating the hydraulic characteristics in coastal aquifer.

Development of a Binomial Sampling Plan for Bemisia tabaci in Paprika Greenhouses (파프리카온실에서 담배가루이의 이항표본조사법 개발)

  • Kang, Juwan;Choi, Wonseok;Park, Jung-Joon
    • Korean journal of applied entomology
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    • v.55 no.4
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    • pp.405-412
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    • 2016
  • Infestation of adults and pupae of sweetpotato whitefly, Bemisia tabaci, on paprika (Capsicum annuum var. angulosum) grown in greenhouses in Jinju, Gyeongnam province during 2014was determined by counts of the number of target stage of B. tabaci per leaflet. Binomial sampling plans were developed based on the relationship between the mean density per leaflet (m) and the proportion of leaflets infested with less than T whiteflies ($P_T$), according to the empirical model $(({\ln}(m)={\alpha}+{\beta}({\ln}(-{\ln}(1-P_T))))$. T was defined as the tally threshold, and set to 1, 2, 3, 4, 5 (adults) and 1, 3, 5, 7 (pupae) per leaflet in this study. Increasing the sample size, regardless of tally threshold, had little effect on the precision of the binomial sampling plan. Based on the precision of the model, T = 1 was chosen as the best tally threshold for estimating densities of B. tabaci adults and T = 3 was best tally threshold in B. tabaci pupae. Using the results obtained in the greenhouse, a simulated validation of the developed sampling plan by RVSP (Resampling Validation for Sampling Plan) demonstrated the plan's validity. Above all, the binomial model with T = 1 and T = 3 provided reliable predictions of the mean densities of B. tabaci adults and pupae on greenhouse paprika.

Optimum Concentration of Alizarin Complexone (ALC) for Otolith Marking of Pacific Cod Gadus macrocephalus (대구 Gadus macrocephalus 이석 표지를 위한 Alizarin Complexone의 최적 농도)

  • Kim, Tae Jin;Lee, So Gwang;Gwak, Woo Seok
    • Korean Journal of Ichthyology
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    • v.20 no.4
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    • pp.272-278
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    • 2008
  • Optimum concentration of alizarine complexone (ALC) for staining of otoliths for Pacific cod was determined by examination of stained quality, growth and survival rates. Small juveniles ($34.1{\pm}1.8mm$ TL, $mean{\pm}SD$) were immersed in four different concentrations (20, 40, 60, 80 mg/L) and large ones ($73.8{\pm}1.2mm$ TL, $mean{\pm}SD$) in five different concentrations (1, 5, 10, 20, 40 mg/L) of ALC for 24 hrs. The fish were then reared and observed for 14 days. The stained quality of otoliths was evaluated by dividing them into four grades by the presence of fluorescent stains on the otoliths under G-excited UV light. The small juveniles stained with the different ALC concentrations had 100% staining success, and their growth rate and body weight did not differ significantly between treatments. Optimal ALC concentration for the smaller juveniles was 20 mg/L in the present experiment. On the other hand, distinct fluorescent rings were confirmed on otoliths of larger juveniles in the 10 mg/L treatment with high survival rate. These results suggest that ALC staining at concentrations of 10 mg/L with larger juveniles will be helpful for release-recapture experiments for stock enhancement of Pacific cod.

Adaptive Decision Feedback Equalizer using the hierarchical Feedback filter and Soft decision device (계층적 궤환 필터 구조와 연판정 장치를 갖는 적응형 결정 궤환 등화기)

  • Lim, Dong-Guk;Song, Jeong-Ig;Kim, Jae-Mong
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.44 no.1
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    • pp.138-145
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    • 2007
  • Wireless transmission system using the multipath channel is affected ISI due to the delay spread. So we use a decision feedback equalizer which consist of decision part and feedback filter for remove the ISI effectively. In this paper, we propose a improved adaptive decision feedback equalizer to mitigate ISI effectively. The proposed adaptive decision feedback equalizer is construct by using soft decision device and hierarchical feedback filter based on MMSE sub-optimal equalizer using the LMS algorithm. Soft decision device mitigate the error propagation in feedback filter by incorrectly detected decision symbol and feedback filter which is divided two step independently mitigate the ISI by using a adaptive algorithm. As a result this structure shows better performance than conventional decision feedback equalizer by mitigating the error propagation in filter cause incorrectly detecting symbol. and we get the MSE more rapidly by using larger step-size due to reduce the number of feedback filter tap. In computer simulation, we compare the bit error rate performance of proposed decision feedback equalizer with conventional one on the S-V channel model for UWB system.