• Title/Summary/Keyword: Incomplete variable

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The Colorectal Cancer Mortality-to-Incidence Ratio as a Potential Cancer Surveillance Measure in Asia

  • Sunkara, Vasu;Hebert, James R
    • Asian Pacific Journal of Cancer Prevention
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    • v.17 no.9
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    • pp.4323-4326
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    • 2016
  • Background: The cancer mortality-to-incidence ratio (MIR) has been established as an important measure of health disparities in local and global circumstances. Past work has corroborated a linkage between the colorectal cancer MIR and the World Health Organization (WHO) Health System ranking. The literature further documents many Asian countries having incomplete cancer registries and a lack of comprehensive colorectal cancer screening guidelines. Materials and Methods: The colorectal cancer MIR values for 23 Asian countries were calculated from data obtained from the 2012 GLOBOCAN database. The 2000 World Health Organization (WHO) Health System rankings were used as a proxy for health system infrastructure and responsiveness. A regression equation was calculated with the MIR as the dependent variable and the WHO Health System ranking as the independent variable. Predicted MIR values were next calculated based on the regression results. Actual MIR values that exceeded 0.20 from the predicted MIR were removed as 'divergent' points. The regression equation was then re-plotted. Goodness-of-fit for both regressions was assessed by the R-squared test. Results: Asian countries have a relatively wide colorectal cancer MIR range, from a minimum of 0.24 to a maximum of 0.86. For the full dataset, the adjusted R-squared value for this regression was 0.53. The equation was then used to calculate a predicted MIR, whereby two data points were identified as 'divergent' and removed. The adjusted R-squared for the edited dataset increased to 0.66. Conclusions: Asian countries have a marked range in their colorectal cancer MIR values and there is a strong correlationwith the WHO Health System ranking. These results corroborate the contribution of the MIR as a potentially robust tool in monitoring changes in colorectal cancer care for Asian nations.

An Approach to Survey Data with Nonresponse: Evaluation of KEPEC Data with BMI (무응답이 있는 설문조사연구의 접근법 : 한국노인약물역학코호트 자료의 평가)

  • Baek, Ji-Eun;Kang, Wee-Chang;Lee, Young-Jo;Park, Byung-Joo
    • Journal of Preventive Medicine and Public Health
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    • v.35 no.2
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    • pp.136-140
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    • 2002
  • Objectives : A common problem with analyzing survey data involves incomplete data with either a nonresponse or missing data. The mail questionnaire survey conducted for collecting lifestyle variables on the members of the Korean Elderly Phamacoepidemiologic Cohort(KEPEC) in 1996 contains some nonresponse or missing data. The proper statistical method was applied to evaluate the missing pattern of a specific KEPEC data, which had no missing data in the independent variable and missing data in the response variable, BMI. Methods : The number of study subjects was 8,689 elderly people. Initially, the BMI and significant variables that influenced the BMI were categorized. After fitting the log-linear model, the probabilities of the people on each category were estimated. The EM algorithm was implemented using a log-linear model to determine the missing mechanism causing the nonresponse. Results : Age, smoking status, and a preference of spicy hot food were chosen as variables that influenced the BMI. As a result of fitting the nonignorable and ignorable nonresponse log-linear model considering these variables, the difference in the deviance in these two models was 0.0034(df=1). Conclusion : There is a lot of risk if an inference regarding the variables and large samples is made without considering the pattern of missing data. On the basis of these results, the missing data occurring in the BMI is the ignorable nonresponse. Therefore, when analyzing the BMI in KEPEC data, the inference can be made about the data without considering the missing data.

The Effects of Healthcare Major Students' Educational Achievement on Life Competencies (보건의료계열 대학생의 의사소통능력, 문제해결능력, 자기주도학습능력이 학업 및 영어 성취도에 미치는 영향)

  • Lee, Hyun-Joo;Chung, Su-Kyoung;Kim, Myung-Ja
    • Journal of the Korean Society of School Health
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    • v.26 no.2
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    • pp.62-71
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    • 2013
  • Purpose: This study was conducted to examine the level of communication, problem-solving, and self-directed learning competencies, academic and English achievement of healthcare major students in university and to determine the effect of three main competencies on their academic and English achievement. Methods: The participants were college students studying in health care related major at a four-year university in D-city who agreed to participate in this study. Some of their data were intentionally excluded as their answers were incomplete or missing and finally 272 surveys were analyzed. Results: It was found that they have high level of general life competencies of which the subcategories are communication, problem-solving, and self-directed learning competency. GPA and TOEIC score which are the indicators of academic and English achievement were found to be correlated with the level of three competencies. Self-directed learning competency is assumed to be main cause variable of these achievement. Conclusion: As those students who have higher academic and English achievement also show high level of communication, problem-solving and self-directed learning competency. It is argued that a new curriculum that can contribute to improve communication, problem-solving and self-directed learning competency should be developed and implemented.

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Pretibial Cyst after Anterior Cruciate Ligament Reconstruction Using bio-absorbable interference screw fixation - A Case Report - (생체분해성간섭나사를 이용한 전방십자인대 재건술 후 발생한 경골 근위부 낭종-증례 보고-)

  • Chun, Keun Churl;Kim, Jung Woo;Kim, Tae Kuyn;Chun, Churl Hong
    • Journal of Korean Orthopaedic Sports Medicine
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    • v.11 no.1
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    • pp.57-61
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    • 2012
  • Pretibial cyst formation is a rare complication after anterior cruciate ligament (ACL) reconstruction and there are only few cases reported. Pretibial cyst can be caused by variable reasons. Foreign body reaction due to breakdown of bio-absorbable screw for fixation, graft necrosis at tibial site, joint fluid leakage to tunnel and incomplete incorporation of graft to bony tunnel. The authors experienced one case of massive pretibial cyst after arthroscopic ACL reconstruction using bio-absorbable interference screw in 38-year-old male patient. Thus, authors report this rare case with literature view.

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On Some Distributions Generated by Riff-Shuffle Sampling

  • Son M.S.;Hamdy H.I.
    • International Journal of Contents
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    • v.2 no.2
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    • pp.17-24
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    • 2006
  • The work presented in this paper is divided into two parts. The first part presents finite urn problems which generate truncated negative binomial random variables. Some combinatorial identities that arose from the negative binomial sampling and truncated negative binomial sampling are established. These identities are constructed and serve important roles when we deal with these distributions and their characteristics. Other important results including cumulants and moments of the distributions are given in somewhat simple forms. Second, the distributions of the maximum of two chi-square variables and the distributions of the maximum correlated F-variables are then derived within the negative binomial sampling scheme. Although multinomial theory applied to order statistics and standard transformation techniques can be used to derive these distributions, the negative binomial sampling approach provides more information and deeper insight regarding the nature of the relationship between the sampling vehicle and the probability distributions of these functions of chi-square variables. We also provide an algorithm to compute the percentage points of these distributions. We supplement our findings with exact simple computational methods where no interpolations are involved.

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Voice Analysis of Highest Falsetto and Lowest Modal Voice (가성구와 흉성구의 객관적인 음성분석)

  • 진성민;송윤경;권기환;이경철;반재호
    • Journal of the Korean Society of Laryngology, Phoniatrics and Logopedics
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    • v.13 no.2
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    • pp.151-154
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    • 2002
  • Background and Objectives : The pitch range of the human voice is variable, extending from chest register to falsetto register. Although numerous studies have investigated after laryngeal mechanism description of falsetto tone, systematic and objective studies were lack. The purpose of this study was to systematically analyze and compare modal with falsetto voice. Materials and Methods : Seven adult baritones were selected from a larger population of volunteers at choir. Simultaneous measurements of acoustic, electroglottographic and aerodynamic study were made during /e/ sustained in two vocal registers, lowest modal and highest falsetto. Statistical analysis was performed using Wilkoxson signed rankes test. Results : In the acoustic analysis, shimmer was increased in flasetto voice(p<0.05). In the electroglottographic analysis, closed quotient(CQ), speed quotient(SQ) at the modal voice were higher than at the falsetto voice(p<0.05). In the aerodynamic analysis, and airflow rate(MFR) of falsetto voice was higher than modal voice(p<0.05). Conclusions : In the results of the study indicate that, falsetto register ineffective, inefficient, generally unpleasant because it was produced by incomplete clousure of true vocal cord. We anticipated that further study with large samples can provide an objective criteria for status and classification of singer's modal and falsetto voice.

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The Comparison of Imputation Methods in Time Series Data with Missing Values (시계열자료에서 결측치 추정방법의 비교)

  • Lee, Sung-Duck;Choi, Jae-Hyuk;Kim, Duck-Ki
    • Communications for Statistical Applications and Methods
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    • v.16 no.4
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    • pp.723-730
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    • 2009
  • Missing values in time series can be treated as unknown parameters and estimated by maximum likelihood or as random variables and predicted by the expectation of the unknown values given the data. The purpose of this study is to impute missing values which are regarded as the maximum likelihood estimator and random variable in incomplete data and to compare with two methods using ARMA model. For illustration, the Mumps data reported from the national capital region monthly over the years 2001 ${\sim}$ 2006 are used, and results from two methods are compared with using SSF(Sum of square for forecasting error).

CCD Image Sensor with Variable Reset Operation

  • Park, Sang-Sik;Uh, Hyung-Soo
    • JSTS:Journal of Semiconductor Technology and Science
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    • v.3 no.2
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    • pp.83-88
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    • 2003
  • The reset operation of a CCD image sensor was improved using charge trapping of a MOS structure to realize a loe voltage driving. A DC bias generating circuit was added to the reset structure which sets reference voltage and holds the signal charge to be detected. The generated DC bias is added to the reset pulse to give an optimized voltage margin to the reset operation, and is controlled by adjustment of the threshold voltage of a MOS transistor in the circuit. By the pulse-type stress voltage applied to the gate, the electrons and holes were injected to the gate dielectrics, and the threshold voltage could be adjusted ranging from 0.2V to 5.5V, which is suitable for controlling the incomplete reset operation due to the process variation. The charges trapped in the silicon nitride lead to the positive and negative shift of the threshold voltage, and this phenomenon is explained by Poole-Frenkel conduction and Fowler-Nordheim conduction. A CCD image sensor with $492(H){\;}{\times}{\;}510(V)$ pixels adopting this structure showed complete reset operation with the driving voltage of 3.0V. The resolution chart taken with the image sensor shows no image flow to the illumination of 30 lux, even in the driving voltage of 3.0V.

Robust Control for Nonlinear Friction Servo System Using Fuzzy Neural Network and Robust Friction State Observer (퍼지신경망과 강인한 마찰 상태 관측기를 이용한 비선형 마찰 서보시스템에 대한 강인 제어)

  • Han, Seong-Ik
    • Journal of the Korean Society for Precision Engineering
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    • v.25 no.12
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    • pp.89-99
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    • 2008
  • In this paper, the position tracking control problem of the servo system with nonlinear dynamic friction is issued. The nonlinear dynamic friction contains a directly immeasurable friction state variable and the uncertainty caused by incomplete parameter modeling and its variations. In order to provide the efficient solution to these control problems, we propose the composite control scheme, which consists of the robust friction state observer, the FNN approximator and the approximation error estimator with sliding mode control. In first, the sliding mode controller and the robust friction state observer is designed to estimate the unknown internal state of the LuGre friction model. Next, the FNN estimator is adopted to approximate the unknown lumped friction uncertainty. Finally, the adaptive approximation error estimator is designed to compensate the approximation error of the FNN estimator. Some simulations and experiments on the servo system assembled with ball-screw and DC servo motor are presented. Results show the remarkable performance of the proposed control scheme. The robust friction state observer can successfully identify immeasurable friction state and the FNN estimator and adaptive approximation error estimator give the robustness to the proposed control scheme against the uncertainty of the friction parameters.

Evaluating Vehicle Emission Reduction (CO, VOC and NOx) Using Real-time Traffic Information (실시간교통정보 이용에 따른 차량의 CO, VOC, NOx 저감효과 평가)

  • Kim, Jun-Hyung;Um, Jung-Sup
    • Journal of Environmental Impact Assessment
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    • v.20 no.2
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    • pp.217-226
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    • 2011
  • This paper was inspired by the fact that Real-time Traffic Information Service could play a key role in reducing incomplete combustion time remarkably since it can provide traffic jam information in real-time basis. Emission characteristics of experimental engines were studied with variable travel distances and speed of car in terms of traffic information provided. 12 Km distance road of Susung district in Daegu is taken as an experimental area to examine this new approach. The emission was tested while the driving was done at 8 AM, 3 PM, 6 PM which represents various traffic conditions. The reduced emission has been measured for a travel distance running at different loads (conventional shortest route and Real-time Traffic Information) and various loads (CO, VOC and NOx) are all inventoried and calculated in terms of existing emission factors. The emission has been shown to reduce linearly with travel distance : carbon monoxide (20.56%), VOC (29.21%), NOx(8.86%).