• Journal of the Korean Data and Information Science Society
• /
• v.27 no.2
• /
• pp.363-372
• /
• 2016

Two-stage sample designs are commonly used for household surveys in Korea using as clusters the enumeration districts (EDs). Since clustering decomposes the population variation into within- and between-cluster variations, the sample sizes allocated in stages can affect the overall precision. Alternative clusters are often considered due to diverse reasons such as the EDs' limitation in size, being out-of-date, and in-assessibility to their household lists. In addition, the EDs are currently under development by the Statistics Korea as an joint effort toward their transition from the traditional practice to the register census from 2015. We present an approach for evaluating the difference in the precision of the mean estimators of the sets of the cluster units in between a hierachical and nested form, where the design effect is used to reflect the effect of the clustering and the sample allocation. We also demonstrate our approach using the U.S. Census counts from the year 2000 for Anne Arundel County in Maryland. Our research shows that the within-cluster variance can be significantly different for survey variables and thus the choice of cluster units and the associated sample allocation scheme should reflect the corresponding variance decomposition due to clustering.

• Journal of the Korean Data and Information Science Society
• /
• v.25 no.3
• /
• pp.523-531
• /
• 2014

Design effect is often used in designing and planning sample surveys and/or in evaluating the efficiency of complex design features of the surveys. In this study, we applied Gabler et al. (2006)'s design effect model to 2013 Consumer behavior survey for food that was carried out by stratified two-stage sampling. Usability and adequacy of the design model to a real survey data are discussed and evaluated.

• The Korean Journal of Applied Statistics
• /
• v.14 no.1
• /
• pp.1-11
• /
• 2001

In PPS sampling, measure of size(MOS) is used to determine the probability of selection of sampling unit. However, some large scale surveys conducted in NSO(National Statistical Office) showed that the sampling units have the similar MOS. In such case, simple cluster sampling method instead of PPS sampling is recommended to give the interviewers a similar work load. In this paper, MSE and CV of the above two sampling methods applied to the 1997 Economically Active Population Survey sample design are compared.

• Proceedings of the Korean Statistical Society Conference
• /
• 2002.11a
• /
• pp.317-320
• /
• 2002

• The Korean Journal of Applied Statistics
• /
• v.20 no.3
• /
• pp.605-618
• /
• 2007

Adaptive sampling design is the selection procedure which depends on observed values of the variable of interest. It is the method which could be applied to the rare and unapproachable population. Adaptive cluster sampling strategies are more efficient than simple random sampling on equivalent sample size. Adaptive sampling with new estimators through the Rao-blackwell method have lower variance than Horvitz-Thompson (HT) and Hansen-Hurwitz (HH). Also, to determine suitable sample size, it was used expected sample and the method finding appropriate sample size by changing initial sample size were studied.

• The Korean Journal of Applied Statistics
• /
• v.28 no.6
• /
• pp.1217-1225
• /
• 2015

Survey research, data is commonly collected through a sample design with complex design features that allow the relative efficiency on the precision of an estimator to be measured using the concept of the design effect compared to simple random sampling as a reference design. This concept is most useful when the design effect can be expressed as a function of various design features. We propose a design effect formula suitable under a stratified multistage sampling by generalizing Gabler et al. (1999, 2006)'s approaches for multistage sampling. Its use can either guide improvement in the design efficiency when in design stage or enable the evaluation of the adopted design features afterwards.

• Journal of Periodontal and Implant Science
• /
• v.31 no.4
• /
• pp.651-659
• /
• 2001

후박추출물은 치주병인균에는 항균효과가 있고, 치은섬유아세포에는 세포독성이 적은 것으로 알려져 있으며 홍아씨 추출물은 골아세포를 활성화시키는 효과가 있어 골조직재생에 효과가 있는 것으로 알려져 있다. 이 실험의 목적은 비글견에 인위적으로 치주염을 유도하고 후박추출물과 홍화씨추출물의 혼합물을 투여함으로써, 이 두 가지 혼합물이 치주염 진행에 예방효과가 잇는지, 또, 치료효과가 있는지 알아보는 것이다. 후박과 홍화씨를 구입하여 에탄올에서 추출하여 정제하고 진공상태에서 건조시켜 농축하였다. 후박추출물과 홍화씨 추출물을 1:5의 질량비로 혼합하고 250㎎씩 캡슐에 넣었다. 비글견의 상하악 소구치와 하악 제1대구치를 8주 동안 철사와 견사로 결찰하여 치주염을 유발하였다. 8주 후에, 실험군 비글견에게는 미리 후박추출물과 홍화씨추출물 혼합물을 매 12시간마다 하루에 1,500㎎ 씩 12주 동안 투약하였다. 대조군 비글견에는 투약을 하지 않았다. 투약을 시작한 후에 치은지수, 부착수준을 매 4주마다 측정하였다. 매 4주마다 치주낭에서 페이퍼포인트를 이용하여 혐기성세균과 호기성세균을 채취, 배양하여 각각의 집락 수를 세었다. 그 결과 실험군의 치은지수는 8주, 12주에서 대조군보다 유의하게 낮았고(p<0.05)), 임상적으로도 상당한 치은염의 개선을 보였다. 실험군의 혐기성세균 집락수는 감소하여 4, 8, 및 12주에서 대조군에 비해 유의하게 낮았고(p<0.001), 호기성 세균 집락수는 4, 8, 및 12주에서 대조군에 비해 유의하게 낮았다.(p<0.05)이 실험 결과, 후박 추출물과 홍화씨 추출물 혼합물이 치주질환의 예방 및 치료에 이용되어질 수 있을 것으로 생각된다.

• The Korean Journal of Applied Statistics
• /
• v.12 no.1
• /
• pp.1-15
• /
• 1999

수산물 비계통 생산량 조사는 수산물 생산량 조사 중 어가부분에서 비계통 출하된 양에 대한 표본조사이다. 본연구는 1995년 어업 총조사 자료에 근거하여 새로운 표본 설계를 제안하는 것을 목적으로 한다. 표본은 층화 2단 집락 추출방식에 의해 추출되었으며 층화변수로는 어업조사구 내의 일반어류 어가 비율을 사용하였다.

• The Korean Journal of Applied Statistics
• /
• v.34 no.3
• /
• pp.427-438
• /
• 2021

Two-stage sampling allows us to estimate population characteristics by both unit and cluster level together. Given a complex auxiliary information, integrated calibration weighting would better reflect the level-wise characteristics as well as multivariate characteristics between levels. This paper explored the integrated calibration weighting methods by Estevao and Särndal (2006) and Kim (2019) through a simulation study, where the efficiency of those weighting methods was compared using an artificial population data. Two weighting methods among others are shown efficient: single step calibration at the unit level with stacked individualized auxiliary information and iterative integrated calibration at each level. Under both methods, cluster calibrated weights are defined as the average of the calibrated weights of the unit(s) within cluster. Both were very good in terms of the goodness-of-fit of estimating the population totals of mutual auxiliary information between clusters and units, and showed small relative bias and relative mean square root errors for estimating the population totals of survey variables that are not included in calibration adjustments.

• Korean Journal of Clinical Laboratory Science
• /
• v.47 no.2
• /
• pp.83-89
• /
• 2015

Although Mycobacterium tuberculosis complex strains remain responsible for the majority of diseases caused by mycobacterial infections worldwide, the increase in HIV (human immuno deficiency virus) infections has allowed for the emergence of other non-tuberculous mycobacteria as clinically significant pathogens. M. tuberculosis was detected by two-tube nested polymerase chain reaction (PCR) and non-tuberculous mycobacteria was detected by PCR-restriction fragment length polymorphism (RFLP) with Msp I. Result of niacin test is equal to result of two-tube nested PCR after culture for M. tuberculosis. In this study, acid fast bacilli stain (AFB. stain) >2+ case, Detection of Mycobacteria is similar to result before culture and after culture. AFB. stain <1+ case, result of mycobacteria is distinguished. Conclusionly, these results suggest that identification of mycobacteria must go side by side both culture and PCR for more fast and accuracy.