• 제목/요약/키워드: Statistical program

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통계적 사고와 그 함양에 관한 연구 (A Study on Statistical Thinking and developing Statistical thoughts)

  • 김상룡
    • 한국수학교육학회지시리즈C:초등수학교육
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    • 제12권1호
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    • pp.31-38
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    • 2009
  • This paper aims to develop a program which cultivates statistical ability for elementary students. For this purpose, I examined the relationship between mathematical thinking and statistical thinking. I developed statistical programs including classification, discussion of data, generating statistical problem and project program. As result, this study suggests implications for further elementary statistical education.

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A Program for Statistical Education through Simulation

  • SookHee Choi
    • Communications for Statistical Applications and Methods
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    • 제6권1호
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    • pp.251-259
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    • 1999
  • The purpose of this study is to develope a program for statistics education. This program deals with simulation which is helpful in understanding some elementary statistical concepts. This program under multimedia environment which includes sound video animation etc. doesn't show only the result but make it possible for students to execute the program by stages. This type of dynamic learning is efficient to overcome the limits of teaching materials or classroom work. Also it can interest students greatly. By executing it the students can understand the method and meaning of simulation and acquire concepts of probability and statistical inference naturally.

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水質汚染物質의 共同試料分析調査 (Statistical Study on the Measurement Assurance Program in Environmental Pollution Measurement Activities -The Round-Robin Test about Water Pollution-)

  • 李載昌;申漢豊;李樂榮
    • Journal of the Korean Statistical Society
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    • 제9권2호
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    • pp.194-212
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    • 1980
  • This report describes a preliminary study necessary to implement Measurement Assurance Program (MAP). The purpose of the study is to improve the measurement reliability of the laboratories which take environmental pollution measurement. We carried out the interlaboratory test or "Round-Robin" test program in which seven laboratories participated in order to obtain more reliable data about water pollution.pollution.

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Program Development of Genetic Analysis for Diallel Cross Experiment

  • Kim, Seo Young;Bae, Jong Sung
    • Communications for Statistical Applications and Methods
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    • 제9권3호
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    • pp.675-682
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    • 2002
  • In this study, we develop the statistical analysis program for genetic analysis of diallel crosses data by SAS/MACRO, SAS/IML. Genetic analysis is to estimate of genetics parameters and heredity with reciprocal cross and without reciprocal cross. Statistical analysis program solve the problem of the difficulties on the data analysis in field denetics and breeding Therefore the user whoever want to analysis of data on genetics and breeding easily conduct the work saving time and suffering.

통계분석프로그램의 효율적 사용을 위한 인터페이스 설계 (Interface design for the efficient use of statistical analysis program)

  • 박광태;황인수
    • 경영과학
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    • 제13권2호
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    • pp.61-71
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    • 1996
  • In this paper, we propose an interface design for helping users to utilize a statistical analysis program efficiently. This interface design is useful to suggest which statistical method to use and to provide the result by linking data file to the statistical analysis program in a user friendly way. In chapter 2, we explain the overall structure and modules of the interface.

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Statistical methods used in articles published by the Journal of Periodontal and Implant Science

  • Choi, Eunsil;Lyu, Jiyoung;Park, Jinyoung;Kim, Hae-Young
    • Journal of Periodontal and Implant Science
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    • 제44권6호
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    • pp.288-292
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    • 2014
  • Purpose: The purposes of this study were to assess the trend of use of statistical methods including parametric and nonparametric methods and to evaluate the use of complex statistical methodology in recent periodontal studies. Methods: This study analyzed 123 articles published in the Journal of Periodontal & Implant Science (JPIS) between 2010 and 2014. Frequencies and percentages were calculated according to the number of statistical methods used, the type of statistical method applied, and the type of statistical software used. Results: Most of the published articles considered (64.4%) used statistical methods. Since 2011, the percentage of JPIS articles using statistics has increased. On the basis of multiple counting, we found that the percentage of studies in JPIS using parametric methods was 61.1%. Further, complex statistical methods were applied in only 6 of the published studies (5.0%), and nonparametric statistical methods were applied in 77 of the published studies (38.9% of a total of 198 studies considered). Conclusions: We found an increasing trend towards the application of statistical methods and nonparametric methods in recent periodontal studies and thus, concluded that increased use of complex statistical methodology might be preferred by the researchers in the fields of study covered by JPIS.

초등학생의 통계적 소양 신장을 위한 데이터와 인공지능 예측모델 기반의 통계프로그램 개발 및 적용 (Development and Application of Statistical Programs Based on Data and Artificial Intelligence Prediction Model to Improve Statistical Literacy of Elementary School Students)

  • 김윤하;장혜원
    • 한국수학교육학회지시리즈E:수학교육논문집
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    • 제37권4호
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    • pp.717-736
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    • 2023
  • 본 연구는 데이터와 인공지능 예측모델을 활용한 통계프로그램을 개발하여 초등학교 6학년 한 학급에 적용함으로써 학생들의 통계적 소양 신장에 효과가 있는지 확인하는 것을 목적으로 한다. 오늘날 초등학교 통계교육의 문제점을 분석하고, 4차 산업혁명 시대에서 중시되는 데이터와 인공지능 교육을 융합하여 통계적 문제해결의 전 과정을 경험하고 미래에 대한 올바른 예측을 경험해 볼 수 있는 총 15차시의 통계프로그램을 개발하였다. 본 프로그램의 가장 큰 특징은 인공지능 교육의 중점 요소인 데이터의 중요성 인식, 공공데이터플랫폼에서 제공하는 실생활 데이터를 사용하여 맥락을 고려한 자료 수집 및 분석 활동을 포함한다는 것이다. 또한 공학 도구인 엔트리와 이지통계를 활용하고, 인공지능 예측모델을 제작하여 데이터를 기반으로 미래를 예측해 보는 활동으로 구성된다는 점에서 의사소통역량, 정보처리역량, 비판적 사고 역량을 기를 수 있는 역량 중심의 프로그램으로 구성하였다. 본 프로그램의 적용 결과, 프로그램 적용은 초등학생의 통계적 소양에 긍정적 영향을 미쳤을 뿐만 아니라 학생들의 흥미, 주체적이고 비판적 탐구, 통계적 문제해결 전 과정에서의 수학적 의사소통을 관찰할 수 있었다.

The Development of Program for Teaching on Statistical Inference at One Population

  • Choi, Hyun-Seok
    • Journal of the Korean Data and Information Science Society
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    • 제15권3호
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    • pp.543-554
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    • 2004
  • In teaching statistics, the part which is very important but difficult to understand to the students is estimation and hypothesis testing. This paper introduces the developed program about estimation and hypothesis testing by using Excel Macro. This program will help learners to study and use a statistical inference conveniently, and to get a good learning effect.

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R을 이용한 KS Q ISO 22514-7 측정 프로세스 능력 분석용 프로그램 (A Statistical Program for Measurement Process Capability Analysis based on KS Q ISO 22514-7 Using R)

  • 이승훈;임근
    • 품질경영학회지
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    • 제47권4호
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    • pp.713-723
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    • 2019
  • Purpose: The purpose of this study is to develop a statistical program for capability analysis of measuring system and measurement process based upon KS Q ISO 22514-7. Methods: R is a powerful open source functional programming language that provides high level graphics and interfaces to other languages. Therefore, in this study, we will develop the statistical program using R language. Results: The R program developed in this study consists of the following five modules. ① Measuring system capability analysis with Type 1 study data: MSCA_Type1.R ② Measuring system capability analysis with Linearity study(Type 4 study) data: MSCA_Type4.R ③ Measurement process capability analysis with Type 1 study & Gage R&R study data: MPCA_T1GRR.R ④ Measurement process capability analysis with Type 4 study & Gage R&R study data: MPCA_T4GRR.R ⑤ Attribute measurement processes capability analysis : AttributeMP.R Conclusion: KS Q ISO 22514-7 evaluates measuring systems and measurement processes on the basis of the measurement uncertainty that was determined according to the GUM(KS Q ISO/IEC Guide 98-3). KS Q ISO 22514-7 offers precise procedures, however, computations are more intensive. The R program of this study will help to evaluate the measurement process.

진로탐색을 강화한 수학과 자유학기제 통계 프로그램 개발 및 적용 (Development and Implementation of the Program for the Free Learning Semester Focused on Career Exploration)

  • 강태경;이서빈;고상숙
    • 한국수학교육학회지시리즈A:수학교육
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    • 제56권2호
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    • pp.177-191
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    • 2017
  • This study was to investigate the effect of the statistics education program for the test-free semester. Two tests of questionnaires were used after revising some items for the subjects and statistical contents covered according to the purpose of the study during the 2nd semester, 2016. one was for finding students' attitude toward statistics and the other for understanding my career exploration. The statistics education program was developed for 5 lesson units and was applied to two classes with 53 students of one middle school in Gyeonggi-province. The results showed that students' understanding on career exploration was improved especially, in self understanding, perceiving career world related to statistics, and economical & educational understanding in statistical career. Also, the three areas such as interest, value, and effort among five areas about students' statistical attitude which was measured by the attitude test revised from the previous study, were improved with statistical significance. Moreover, we analyzed the degree of students' satisfaction over the program. Most of students were satisfied with the program saying that "I could not believe it is over now. The time has gone so fast." or "My mentor(a pre-service teacher) helped me a lot." Therefore, the program for the test-free semester should include the contents for exploring future-career and relating to real life.