• Title/Summary/Keyword: Stratified Sampling

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Minimum Variance Estimation for the Power Allocation in Stratified Sampling

  • Son, Chang-Gyun;Hong, Gi-Hak;Lee, Gi-Seong
    • Proceedings of the Korean Statistical Society Conference
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    • 2002.11a
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    • pp.185-189
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    • 2002
  • 본 논문에서는 초 모집단 모형 하에서 HT 추정량의 분산의 하한에 관계된 층화추정량의 효율성에 대해 다루었다. 특별히 Dalenius-Hodges 층화와 표본배분방법 중 멱배분(power allocation)을 적용했을 때 최소분산 성질에 대해 살펴보았다.

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Difference in the Perception of High School Students on Mathematics Classes by School Class and Region (학교급, 지역에 따른 고등학생의 수학 수업에 대한 인식 차이)

  • Yoo, Ki Jong;Kim, Chang Il
    • Journal for History of Mathematics
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    • v.32 no.4
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    • pp.195-213
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    • 2019
  • This study sampled 6,535 grade 11 or 12 students in South Korea using a stratified random sampling method in order to identify the differences in the perception of students on what a good mathematics class is by school class and region. The results showed that four elements of a good mathematics class were significantly different among school classes and regions.

A study on sampling design for house price survey in city area (전국 도시 주택가격 동향조사를 위한 표본설계 연구)

  • 이기재;박진우;박홍래
    • The Korean Journal of Applied Statistics
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    • v.4 no.2
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    • pp.137-148
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    • 1991
  • This paper describes the design of sample of the survey on the trend of house prices in city areas. The purpose of this research is to increase the precision of house price index in 39 cities and to provide with an accurate house price indes. The sample is selected in the stratified two stage sampling. In chapter 2, review and discussions are given on the sample design now in use. In chapter 3, we describe the sample size and the stratification, the house price index and error, and the substitution of sample. Finally we consider on problems of the sample design and some alternatives to solve them.

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Effect of Millennial Orientation on Intention to Leave with Engagement and Job Satisfaction

  • MEIZAR, Effendi
    • Journal of Wellbeing Management and Applied Psychology
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    • v.3 no.2
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    • pp.1-11
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    • 2020
  • Purpose: We explore to find out and analyze the direct influence of Millennial Orientation on Goals Mediated by work engagement and satisfaction. And, interaction cannot be a direct relationship between research variables. Method: The implementation uses the survey method. This research was conducted at PT. East Kalimantan fertilizer operated in Bontang, East Kalimantan. The population in this study were all employees of PT. East Kalimantan fertilizers operated in Bontang, as many as N = 500 people. The sampling technique used is proportional stratified random sampling. Findings: Millennial orientation influences engagement, job satisfaction and intention to leave, direct engagement has a significant effect on job satisfaction and intention to leave, and job satisfaction is directly related to intention to leave. Originality: Alignment between millennial goals in encouraging job satisfaction and employee engagement, so that it can have an impact on the intention to leave employees, especially at PT. Pupuk. Kaltim. Also, direct millennials as decreasing intention to leave.

A sampling scheme for the estimation of low proportion (낮은 모비율 추정을 위한 표본추출방법)

  • 김지현
    • The Korean Journal of Applied Statistics
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    • v.8 no.1
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    • pp.1-7
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    • 1995
  • In sample survey for the estimation of low proportion, usually a large size of sample is required for a meaningful estimator. If the cost of a sample unit is high, we have to make every effort to improve the precision of the estimator. In this study, a new efficient allocation method of sample size in stratified sampling is proposed provided we have some prior information for the stratification.

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Classification of Bodytype of Lower Part on Adult Male for the Apparel Sizing System (남성복(男性服)의 치수규격을 위한 하체부(下體部)의 체형분류(II))

  • Kim, Ku Ja
    • Journal of the Korean Society of Clothing and Textiles
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    • v.17 no.4
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    • pp.602-607
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    • 1993
  • Concept of the comfort and fitness becomes a major concern in the basic function of the ready-made clothes. This research was performed to classify and characterize Korean adult males anthropometrically. Sample size was 1290 subjects and their age range was from 19 to 54 years old. Sampling was carried out by the stratified sampling method. 75 variables in total were applied to classify the bodytypes. Data were analyzed by the multivariate method, especially factor and cluster analysis. The high factor loading items extracted by factor analysis were based to determine the variables of the cluster analysis for the similar bodytypes respectively. In the part of the lower body, 14 variables from the data were applied to classify the bodytypes of lower part by Ward's minimum variance method. The group fanning a cluster were subdivided into 5 sets by cross-tabulation extracted by the hierarchical cluster analysis. Type 3 and 4 in lower body were composed of the majority of 53.1% of the subjects. The Korean adult males had relatively well-balanced in lower body.

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A Sampling Design for the livestock (Korean Native Beef Cattle, Milk Cow, Pig, Chicken) Statistics (가축통계 표본조사설계)

  • 윤기중;박상언
    • The Korean Journal of Applied Statistics
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    • v.11 no.2
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    • pp.233-246
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    • 1998
  • We made a sample design for next 5 years, based on the population as of 1995, for livestock statistics. In the sample design, we used the stratified one stage sampling method where the sample size depends on the prefixed coefficient of variation. In stratifying the population, we considered the complete linkage method, and decided the number of strata to be the one which yields the minimum sample size. We listed here some difficulties we had for the better sample design in the future.

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THE DEVELOPMENT OF AN OBESITY INDEX MODEL AS A COMPLEMENT TO BMI FOR ADULT: USING THE BLOOD DATA OF KNHANES

  • Ko, Kwanghee;Oh, Chunyoung
    • Honam Mathematical Journal
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    • v.43 no.4
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    • pp.717-739
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    • 2021
  • We used blood data to predict obesity by complementing the BMI risk, because some blood factors are significantly associated with obesity. For the sampling method, a two-step stratified colony sampling method was used based on sixteen blood factors collected by the Korea National Health and Nutrition Examination Survey(KNHANES). We identify the number of effective blood data of obesity in the final model as 6 ~ 8 factors that differ somewhat depending on age and gender. Also, the coefficient of determination that represents the predictive power of obesity in the regression model is the highest for both men and women of aged 19 and in their 20s and 30s, and the predictive power decreases with increasing age.

A study on the Forest inventory work (삼림자원조사법(森林資源調査法)의 연구(硏究))

  • Kim, Kap Duk
    • Journal of Korean Society of Forest Science
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    • v.5 no.1
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    • pp.10-15
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    • 1966
  • 1) The purpose of this study was to compare the forest survey by ground method with that by aerial photo method. 2) In this study, the forest type map was made by use of the radial line plotter and radial line triangulation method. 3) The difference between the area found by the forest type map above mentioned and that by compass surveying on the ground was none-significant. 4) On aerial photo the stratification was carried out very easily. 5) The following sampling methods were applied : line plot method, representative sampling method and stratified random sampling on the aerial photo. 6) In confirming sampling point the line plot method and the representative sampling method were easier than another. 7) As to stands volume the maximum value was given by stratification, and the minimum by line plot method.

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Effect of Satisfaction and Absorption of Spectating on Desire of Re-Spectating at the Professional Sporting Events (프로스포츠 관람만족 및 관람몰입이 재관람의사에 미치는 영향)

  • Kim, Hong-Seol
    • The Journal of the Korea Contents Association
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    • v.8 no.7
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    • pp.216-223
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    • 2008
  • The purpose of this study was to examine the effects of the satisfaction and absorption of spectating on desire of re-spectating at the professional sporting events. This study set a model of consumer behavior decision based on the results of the precedent studies about the determinative factors of consumer behavior and the hypothetical model done by Wakefield & Sloan(1995), Hansen & Gauthier(1989), Jeffrey(1997), Green(1995), and Kim(1999) and clarified it through the regression. To attain the goal of the study described above paragraphs, some viewers of 2007 season pro-soccer and pro-baseball games were set as a collected group. Then, using the stratified cluster random sampling method, finally drew out and analyzed 605 spectators in total. Data collected through a questionnaire designed for this study consist of fixed alternative choice response to items constructed to represent the operational definition for each variable. Statistics employed for data analysis was correlation and multiple regression. Based upon the results of the study, the following conclusions appear warranted: 1. Satisfaction of spectating influence on desire of re-spectating at the professional sporting events. 2. Satisfaction of absorption influence on desire of re-spectating at the professional sporting events.