• Title/Summary/Keyword: Three-way balanced design

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THE EXTENSION OF THREE-WAY BALANCED MULTI-LEVEL ROTATION SAMPLING DESIGNS

  • Kim, K.W.;Park, Y.S.;Lee, D.H.
    • Journal of the Korean Statistical Society
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    • v.35 no.4
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    • pp.343-353
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    • 2006
  • The two-way balanced one-level rotation design, $r_1^m-r_2^{m-1}$, and the three-way balanced multi-level rotation design, $r_1^m(\iota)-r_1^{m-1}$, were discussed (Park et al., 2001, 2003). Although these rotation designs enjoy balancing properties, they have a restriction of $r_2=c{\cdot}r_1$ (c should be a integer value) which interferes with applying these designs freely to various situations. To overcome this difficulty, we extend the $r_1^m(\iota)-r_1^{m-1}$ design to new one under the most general rotation system. The new multi-level rotation design also satisfies tree-way balancing which is done on interview time, rotation group and recall time. We present the rule and rotation algorithm which guarantee the three-way balancing. In particular, we specify the necessary condition for the extended three-way balanced multi-level rotation sampling design.

Three-Way Balanced Multi-level Semi Rotation Sampling Designs

  • Park, You-Sung;Choi, Jai-Won;Kim, Kee-Whan
    • Proceedings of the Korean Statistical Society Conference
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    • 2002.05a
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    • pp.19-24
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    • 2002
  • The two-way balanced one-level rotation design has been discussed (Park, Kim and Choi, 2001), where the two-way balancing is done on interview time in monthly sample and rotation group. We extend it to three-way balanced multi-level design under the most general rotation system. The three-way balancing is accomplished on interview time not only in monthly sample and rotation group but also in recall time. We present the necessary condition and rotation algorithm which guarantee the three-way balancing. We propose multi-level composite estimators (MCE) from this design and derive their variances and mean squared errors (MSE), assuming the correlation from the measurements of the same sample unit and three types of biases in monthly sample.

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THREE-WAY BALANCED MULTI-LEVEL ROTATION SAMPLING DESIGNS

  • Park, Y. S.;Kim, K. W.;Kim, N. Y.
    • Journal of the Korean Statistical Society
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    • v.32 no.3
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    • pp.245-259
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    • 2003
  • The 2-way balanced one-level rotation design has been discussed (Park et al., 2001), where the 2-way balancing is done on interview time in monthly sample and rotation group. We extend it to 3-way balanced multi-level design to obtain more information of the same sample unit for one or more previous months. The 3-way balancing is accomplished not only on interview time in monthly sample and rotation group but also on recall time as well. The 3-way balancing eliminates or reduces any bias arising from unbalanced interview time, rotation group and recall time, and all rotation groups are equally represented in the monthly sample. We present the rule and rotation algorithm which guarantee the 3-way balancing. In particular, we specify the necessary and sufficient condition for the 3-way balanced multi-level rotation design.

Multi-Level Rotation Sampling Designs and the Variances of Extended Generalized Composite Estimators

  • Park, You-Sung;Park, Jai-Won;Kim, Kee-Whan
    • Proceedings of the Korean Association for Survey Research Conference
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    • 2002.11a
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    • pp.255-274
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    • 2002
  • We classify rotation sampling designs into two classes. The first class replaces sample units within the same rotation group while the second class replaces sample units between different rotation groups. The first class is specified by the three-way balanced design which is a multi-level version of previous balanced designs. We introduce an extended generalized composite estimator (EGCE) and derive its variance and mean squared error for each of the two classes of design, cooperating two types of correlations and three types of biases. Unbiased estimators are derived for difference between interview time biases, between recall time biases, and between rotation group biases. Using the variance and mean squared error, since any rotation design belongs to one of the two classes and the EGCE is a most general estimator for rotation design, we evaluate the efficiency of EGCE to simple weighted estimator and the effects of levels, design gaps, and rotation patterns on variance and mean squared error.

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Application of ANOVA and DOE by Using Randomized Orders and Geometrical Properties (랜덤화 순서와 기하학적 특성을 고려한 분산분석과 실험계획의 응용방안)

  • Choe, Seong-Un
    • Proceedings of the Safety Management and Science Conference
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    • 2012.04a
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    • pp.277-292
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    • 2012
  • The research presents an application of Balanced ANOVA (BANOVA) by utilizing randomized orders for various Split-Plot Designs (SPDs) which include two cell designs, split-plot with one-way HTC (Hard to Control) factor, split-plot with two-way HTC factor, split-split-plot design and nested design. In addition, four MINITAB examples of 2-level split-plot designs based on the number of blocks and the type of whole-plots are presented for practitioners to obtain comprehensive understanding. Furthermore, the geometrical interrelated properties among three typical Designs of Experiments (DOE), such as Factorial Design (FD), Response Surface Design (RSD), and Mixture Design (MD) are discussed in this paper.

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Multi-Level Rotation Designs for Unbiased Generalized Composite Estimator

  • Park, You-Sung;Choi, Jai-Won;Kim, Kee-Whan
    • Proceedings of the Korean Statistical Society Conference
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    • 2003.10a
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    • pp.123-130
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    • 2003
  • We define a broad class of rotation designs whose monthly sample is balanced in interview time, level of recall, and rotation group, and whose rotation scheme is time-invariant. The necessary and sufficient conditions are obtained for such designs. Using these conditions, we derive a minimum variance unbiased generalized composite estimator (MVUGCE). To examine the existence of time-in-sample bias and recall bias, we also propose unbiased estimators and their variances. Numerical examples investigate the impacts of design gap, non-sampling error sources, and two types of correlations on the variance of MVUGCE.

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Incorporating User-Centered Design Process into CBD Methodology (CBD 방법론에서의 사용자 중심 설계 프로세스의 적용 방안에 관한 연구)

  • Ham, Dong-Han;Kim, Jin-Sam;Park, Chang-Soon
    • 한국IT서비스학회:학술대회논문집
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    • 2003.11a
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    • pp.233-240
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    • 2003
  • To develop high-quality software systems satisfying the customer's needs, user-centered design (UCD) process has been emphasized in the area of human-computer interaction. And component-based development (CBD) has been extensively studied to realize a systematic software reuse, thereby reducing the time-to-market and the development cost. Balanced integration of user-centered design process and CBD process will be a promising way for successful software construction, which effectively achieves three goals: the quality of software, the cost of software development, and the time-to-market. However, traditional CBD methodology seems to lack the concept of user-centered design process and the relevant methods. This paper proposes a way of incorporating user-centered design process into a CBD methodology. Firstly, this paper gives the brief introduction of UCD. Secondly, we explain typical UCD activities and methods along the phase of systems development lifecycle and propose the use of usability maturity model (UMM) for integrating UCD activities and methods with those of CBD methodology. Finally, as a case study, we describe the results of comparing the UCD activities to the activities of MaRMI-III, which has been developed as a CBD methodology at ETRI.

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A Study on the Application and Characteristics of Interior Design in the Traditional Housing from an Ecological Aspect (생태학적 관점에 의한 전통 주거의 실내디자인 특성과 적용에 관한 연구)

  • 한경희;김자경
    • Korean Institute of Interior Design Journal
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    • no.29
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    • pp.103-111
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    • 2001
  • The ideal housing in the 21st century means that it can provide people with the balanced life between nature and human life, while is possible through the systematic harmony of nature, environment, and human. As our society increasingly pays attention to the importance of environment, environment friendly houses and ecological dwellings are being built. If we add our own cultural environment attribute and historical identity to the ecological housing, we can create the most unique Korean ecological architecture. This study examines ecological interior expression methods from the traditional housing architecture which started out of nature, in order to find out an ecological approach in the interior design of the dwelling space. Based upon this examination, it mainly focuses on how these methods can be applied to a modern housing architecture. From an ecological perspective, the traditional house interior has two distinct characteristics; nature friendly and human friendly, because it considered nature and human harmoniously. The interior of the traditional housing can be divided into three types; nature friendly, health friendly, and human friendly. Finally, this study investigates the ecological value of the three types and application of them to modern housing. It will help to find out the harmonious way of building a house harmonizing both nature and human. Especially, considering that the nature is being destructed and the health of human is deteriorating due to the destruction of the nature, this study will show a feasible alternative to build the most Korean style of environmental architecture.

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A Study on the Actual Condition of Middle School Space Usage For Future School - Focused on the Reorganization of Student-Oriented School Space - (미래학교 조성을 위한 중학교 공간사용 실태 분석 연구 - 학생중심 공간 재구조화를 중심으로 -)

  • Kim, Kyoung-Suk
    • The Journal of Sustainable Design and Educational Environment Research
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    • v.19 no.4
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    • pp.26-39
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    • 2020
  • This study analyzed the usage characteristics and requirements of students who are users of the middle school education space, and the following results were obtained: First, we could see that various types of classes were needed, such as lecture-style classes, team projects, and four-person consultation and discussion classes, in a way that helped to improve the desirable teaching patterns and learning ability. Second, the place where space was used during the break and the relationship between peers, revealed that most of them were in the classroom and the hallway, and the peer group was composed of three to eight people or more, that were active with various compositions. Third, a gym, library, toilet, stairway, cafeteria, nurse's office, and teachers' room appeared in the center of the building, indicating the need for a balanced layout. Fourth, physical education (dance) rooms, audiovisual rooms (performance rooms), workshops (personal creation), snack bar, rest area, spacious indoor square, and study rooms were needed as facilities that can help learning activities other than current facilities. These outcomes show that the existing classroom layout and space composition formats require some spatial restructuring.

Relationship among Brand Value Propositions, Brand Attitude and Brand Attachment considering Consumer Involvement (소비자 관여도를 고려한 브랜드 가치 제공, 브랜드 태도, 브랜드 애착의 관계)

  • Kim, Gyu-Bae;Kim, Byoung-Goo
    • Journal of Distribution Science
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    • v.14 no.2
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    • pp.103-111
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    • 2016
  • Purpose - Many variables are needed for brand loyalty such as brand attitude, brand attachment, brand love and brand commitment. Thus, we should manage these all variables successfully for strong and differentiated brand equity. This study aims to identify the process of how the brand value propositions affect the brand attitude and brand attachment. This study specially conceptualizes that not only utilitarian value and hedonic value influence the brand attitude but also hedonic value influences the brand attachment. This study focuses on the moderating role of consumer involvement such as cognitive involvement and affective involvement in the causal relationships among brand value propositions, brand attitude, and brand attachment. Research design, data, and methodology - The five hypotheses were proposed and tested in this study. Three hypotheses were about the relationship among the brand value propositions(utilitarian value and hedonic value), brand attitude, and brand attachment. The other two hypotheses were about the moderating effect on consumer involvement in the causal relationships among brand value propositions, brand attitude, and brand attachment. Research data were collected from the students of universities located in Daejeon-Si and Chungchungnam-Do. For the purpose of test the hypotheses empirically, the 208 responses were used. We utilized SPSS18.0 for statistical analysis such as reliability test, factor analysis, and regression analysis. Results - The results show that the utilitarian value and hedonic value have influence on the brand attitude positively. The results also show that the hedonic value has influence on the brand attachment positively. We found that there is a moderating effect on the cognitive involvement in the relationship between the utilitarian value and the brand attitude. However, there is no moderating effect on the affective involvement in the relationship between the hedonic value and brand attachment. In Summary, 4 of 5 hypotheses in this study were supported and 1 hypothesis was not supported. We should identify the reason why the hypothesis 5, the moderating effect of the affective involvement in the relationship between the hedonic value and brand attachment, was rejected in this empirical analysis. Conclusions - Both the utilitarian value and the hedonic value that propose a brand are important for brand attitude. Specially, the hedonic value is important for brand attachment. Companies should provide the consumers with both the utilitarian value and the hedonic value in a balanced way for their favorable brand attitude and strong brand attachment. In the retail industry, the balance between the utilitarian value and the hedonic value is important in that there are many product brands and store brands providing consumers with various benefit and values. Also, there are possibilities that the causal relationships among brand value propositions, brand attitude and brand attachment are moderated by consumer involvement such as cognitive involvement and affective involvement. Companies should understand and consider consumer involvement for their efficient and effective brand management decision making.