Bulletin of the Computational Statistics of Japan

Online ISSN : 2189-9789
Print ISSN : 0914-8930
ISSN-L : 0914-8930

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Volume 3, Issue 1

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[title in Japanese]

Article type: Cover
1990 Volume 3 Issue 1 Pages Cover1-
Published: July 11, 1990
Released on J-STAGE: May 01, 2017

DOIhttps://doi.org/10.20551/jscswabun.3.1_Cover1

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[title in Japanese]

Article type: Cover
1990 Volume 3 Issue 1 Pages Cover2-
Published: July 11, 1990
Released on J-STAGE: May 01, 2017

DOIhttps://doi.org/10.20551/jscswabun.3.1_Cover2

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[title in Japanese]

Article type: Appendix
1990 Volume 3 Issue 1 Pages App1-
Published: July 11, 1990
Released on J-STAGE: May 01, 2017

DOIhttps://doi.org/10.20551/jscswabun.3.1_App1

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ON SOME GROWTH MODELS OF HEIGHT

Kouji Kanefuji, Takao Shohoji

Article type: Article
1990 Volume 3 Issue 1 Pages 1-9
Published: July 11, 1990
Released on J-STAGE: May 01, 2017

DOIhttps://doi.org/10.20551/jscswabun.3.1_1

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A new seven-parameter nonlinear growth model has been introduced and applied to the longitudinal growth data of height. This newly proposed growth model is compared with the modified Count-Gompertz growth model and the Jolicoeur et al. growth model based upon the longitudinal data of height of 365 Japanese females. The proposed growth model is better than these two growth models from viewpoints of residuals and AIC. The growth analysis system GAS is used which contains the estimation of the growth parameters of nonlinear growth models and the standard analysis of growth parameters.

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ANALYSIS OF REPEATED MEASUREMENTS WITH MULTIVARIATE t OR CONTAMINATED MULTIVARIATE NORMAL ERRORS

Kazunori Yamaguchi

Article type: Article
1990 Volume 3 Issue 1 Pages 11-22
Published: July 11, 1990
Released on J-STAGE: May 01, 2017

DOIhttps://doi.org/10.20551/jscswabun.3.1_11

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The analysis of repeated measurements is studied on the situation where there are some outliers which deviate so much from the other data as to arouse suspicions that they were generated by different mechanisms. In these case, if we use distributions which are heavy-tailed relative to the normal distribution as the assumed error distributions, the estimates might be less affected by outliers. From this point of view, we assume scale mixtures of multivariate normal distributions as the error distributions. Also, we consider the case with missing observation and propose a method to obtain the maximum likelihood estimates by applying the EM algorithm. Model selection by AIC and detection of outliers are also discussed with the aid of real data.

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DATA ANALYSIS SYSTEM WITH VISUAL MANIPULATIONS

Masahiro Mizuta

Article type: Article
1990 Volume 3 Issue 1 Pages 23-29
Published: July 11, 1990
Released on J-STAGE: May 01, 2017

DOIhttps://doi.org/10.20551/jscswabun.3.1_23

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Efficient and manipulative data analysis systems that can be utilized by non-statisticians, have begun to arouse considerable attention with the popularization of the computer and/or data analysis. Today, those systems are usually manipulated by utilizing command or menu on the display. Such useful methods have been developed with the advance of the study on user interface. One of the most attractive methods utilizes the graphics. Further, visual languages have been studied in the field of the information engineering. The concept of the visual languages is applied to the field of the data analysis and we get a view of visual data analysis. We have developed a data analysis system on a micro, equiped facilities that make possible the visual manipulations. This system deals with various matters arisen in the process of data analysis by independent programs. We introduce the system itself and its interface with the process.

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THE DECISION OF THE DOMAIN OF ATTRACTION OF AN EXTREME VALUE DISTRIBUTION

Rinya Takahashi

Article type: Article
1990 Volume 3 Issue 1 Pages 31-44
Published: July 11, 1990
Released on J-STAGE: May 01, 2017

DOIhttps://doi.org/10.20551/jscswabun.3.1_31

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Procedures to determine the type of the extreme value distribution that attracts the population distribution from a random sample are considered. Simple test procedures based on the Weissman's theorem (1978) are proposed. The mis-decision rates of the proposed procedures are examined by means of Monte Carlo simulation and performances of the procedures are evaluated by applying them to practical data and then campared to those of an ordinary method by Castillo et al. (1989). As a result, it is found that performances of the proposed procedures are as good as those of the ordinary method.

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ON "TRANSFORMATION" IN GENERALIZED LINEAR MODELS

Takenobu Tasaki, Masashi Goto

Article type: Article
1990 Volume 3 Issue 1 Pages 45-53
Published: July 11, 1990
Released on J-STAGE: May 01, 2017

DOIhttps://doi.org/10.20551/jscswabun.3.1_45

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We demonstrate delicate but important differences between two types of transformation. The first transformation is by a link function which transforms expectations of observations to their linear predictors in context of the generalized linear model. The second is common transformation of observations themselves, such as Box-Cox's one. We can combine these two types of transformation into a double transformation model. Through the extended model we check which type of transformation is appropriate to several sets of practical data.

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PEARSON CHI-SQUARED STATISTIC AND DEVIANCE IN GENERALIZED LINEAR MODELS

Akihiko Matsuo

Article type: Article
1990 Volume 3 Issue 1 Pages 55-71
Published: July 11, 1990
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DOIhttps://doi.org/10.20551/jscswabun.3.1_55

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The generalized linear models (in short GLM) proposed by Nelder and Wedderburn (1972) are generalization of classical linear model and include logistic linear model for proportions and log linear model for counts as typical examples. It seems that the success of GLM depends greatly on the fact that the theoretical and computational difficulties they caused are trivial relative to the generosity they gained. The notion of the quasi-likelihood proposed by Wedderburn (1974) has enlarged the applicability of GLM, thus, they have been extended in an analogous way as classical linear model and many techniques which are usefull in classical linear model have been adapted. In GLM, however, the results are less rigorous and less explicit. We can explain this problem as one of residual ; there is no quantity which is comparable to the residual in classical linear model. In this paper, we intend to clarify the issues comparing Pearson chi-squared statistic with deviance.

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The enhancement of The New S Language

Toru Kawai

Article type: Article
1990 Volume 3 Issue 1 Pages 73-78
Published: July 11, 1990
Released on J-STAGE: May 01, 2017

DOIhttps://doi.org/10.20551/jscswabun.3.1_73

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A Statistical Advisory Environment RS/Explore

Tetsuro Mutai

Article type: Article
1990 Volume 3 Issue 1 Pages 79-84
Published: July 11, 1990
Released on J-STAGE: May 01, 2017

DOIhttps://doi.org/10.20551/jscswabun.3.1_79

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Recent topics on the SAS system

Junji Kishimoto

Article type: Article
1990 Volume 3 Issue 1 Pages 85-88
Published: July 11, 1990
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DOIhttps://doi.org/10.20551/jscswabun.3.1_85

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Academic document processer PubJr.

Kazushige Nishikawa, Tanenobu Ishida

Article type: Article
1990 Volume 3 Issue 1 Pages 89-92
Published: July 11, 1990
Released on J-STAGE: May 01, 2017

DOIhttps://doi.org/10.20551/jscswabun.3.1_89

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Hot news on S-PLUS

Munehisa Mizuno, Tsukasa Tazawa

Article type: Article
1990 Volume 3 Issue 1 Pages 93-96
Published: July 11, 1990
Released on J-STAGE: May 01, 2017

DOIhttps://doi.org/10.20551/jscswabun.3.1_93

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The present status of SPSS-X Package

Katsushi Yoshida

Article type: Article
1990 Volume 3 Issue 1 Pages 97-98
Published: July 11, 1990
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DOIhttps://doi.org/10.20551/jscswabun.3.1_97

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Report on the 3rd Meeting of the Society

Shingo Shirahata

Article type: Article
1990 Volume 3 Issue 1 Pages 99-
Published: July 11, 1990
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DOIhttps://doi.org/10.20551/jscswabun.3.1_99_1

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[title in Japanese]

[in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 99-100
Published: July 11, 1990
Released on J-STAGE: May 01, 2017

DOIhttps://doi.org/10.20551/jscswabun.3.1_99_2

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[title in Japanese]

[in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 100-
Published: July 11, 1990
Released on J-STAGE: May 01, 2017

DOIhttps://doi.org/10.20551/jscswabun.3.1_100_1

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[title in Japanese]

[in Japanese], [in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 100-
Published: July 11, 1990
Released on J-STAGE: May 01, 2017

DOIhttps://doi.org/10.20551/jscswabun.3.1_100_2

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[title in Japanese]

[in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 100-
Published: July 11, 1990
Released on J-STAGE: May 01, 2017

DOIhttps://doi.org/10.20551/jscswabun.3.1_100_3

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[title in Japanese]

[in Japanese], [in Japanese], [in Japanese], [in Japanese], [in Japane ...

Article type: Article
1990 Volume 3 Issue 1 Pages 100-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_100_4

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[title in Japanese]

[in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 101-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_101_1

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[title in Japanese]

[in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 101-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_101_2

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[title in Japanese]

[in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 101-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_101_3

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[title in Japanese]

[in Japanese], [in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 101-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_101_4

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[title in Japanese]

[in Japanese], [in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 101-102
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_101_5

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[title in Japanese]

[in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 102-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_102_1

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[title in Japanese]

[in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 102-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_102_2

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[title in Japanese]

[in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 102-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_102_3

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[title in Japanese]

[in Japanese], [in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 102-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_102_4

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[title in Japanese]

[in Japanese], [in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 102-103
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_102_5

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[title in Japanese]

[in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 103-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_103_1

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Sensitivity Analysis in Canonical Analysis of Contingency Tables by Maximum Likelihood (日本計算機統計学会第3回大会報告)

[in Japanese], [in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 103-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_103_2

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[title in Japanese]

[in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 103-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_103_3

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Report on the 3rd Symposium of the Society

Masashi Asao

Article type: Article
1990 Volume 3 Issue 1 Pages 105-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_105_1

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[title in Japanese]

[in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 105-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_105_2

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[title in Japanese]

[in Japanese], [in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 105-106
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_105_3

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[title in Japanese]

[in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 106-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_106_1

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Sensitivity Analysis in Principal Component Regression : Numerical Investigation (多変量関係) (第3回日本計算機統計学会シンポジウム報告)

[in Japanese], [in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 106-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_106_2

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[title in Japanese]

[in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 106-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_106_3

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[title in Japanese]

[in Japanese], [in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 106-107
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_106_4

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[title in Japanese]

[in Japanese], [in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 107-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_107_1

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A Quick Basic Program for Calculating the Inbreeding Coefficient for Honey Bees under Controlled Mating Conditions (統計計算アルゴリズム) (第3回日本計算機統計学会シンポジウム報告)

[in Japanese], [in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 107-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_107_2

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[title in Japanese]

[in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 107-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_107_3

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[title in Japanese]

[in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 107-108
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_107_4

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[title in Japanese]

[in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 108-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_108_1

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[title in Japanese]

[in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 108-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_108_2

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[title in Japanese]

[in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 108-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_108_3

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[title in Japanese]

[in Japanese], [in Japanese], [in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 108-
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_108_4

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[title in Japanese]

[in Japanese], [in Japanese], [in Japanese]

Article type: Article
1990 Volume 3 Issue 1 Pages 108-109
Published: July 11, 1990
Released on J-STAGE: January 07, 2018

DOIhttps://doi.org/10.20551/jscswabun.3.1_108_5

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