PATTERN ANALYSIS WITH SCALE CLASSIFICATION

KUMIKO MARUYAMA

doi:10.4992/psycholres1954.10.78

KUMIKO MARUYAMA

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JOURNAL FREE ACCESS

1968 Volume 10 Issue 2 Pages 78-94

DOI https://doi.org/10.4992/psycholres1954.10.78

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Published: 1968 Received: June 08, 1968 Available on J-STAGE: February 24, 2009 Accepted: - Advance online publication: - Revised: -
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Date of correction: February 24, 2009 Reason for correction: - Correction: CITATION Details: Wrong : AKUTO, H. 1964 The quantification theoryon the limitation and utility of application in the study of social research. Jap. J. Ann. Soc. Psychol., 5, 73-103. (in Japanese)
CATTELL, R. R. 1965 Factor analysis: An introduction to essentials I; the purpose and understanding models. Biometrics, 21, 190-215.
CATTELL, R. R. 1965 Factor Analysis: An introduction to essentials II; the role of factor analysis in research. Biometrics, 21, 405-435.
HAYASHI, C. 1950 On the quantification of qualitative data from the mathematicostatistical point of veiw. Ann. Inst. Stat. Math., 2, 35-47.
HAYASHI, C. 1952 On the prediction of phenomena from qualitative data and quantification of qualitative data from the mathematicostatistical point of view. Ann. Inst. Stat. Math., 4, 69-97.
HAYASHI, C. 1953-1954 Multidimensional quantificationwith the application to analysis of social phenonena. Ann. Inst. Stat. Math., 5, 121-143.
HAYASHI, C. 1967 Response errors in social surveyhow to correct the data with response errorsPublic Opinion Research Inst. Japan Broadcasting Corporation (N. H. K.), 9, 471-546. (in Japanese)
HAYASHI, C., & TAKAKURA, S. 1964 Statistical methodology for prediction of election polls. Proc. Inst. Stat. Math., 12, 9-86. (in Japanese)
HAYASHI, C. TAKAKURA, S. MAKITA, M, & SAITO, S. 1958 One method of quantification of attitude II. -Analysis of political attitude-, Proc. Inst. Stat. Math., 6, 1-39. (in Japanese)
HORI, M. 1965 Multidimensional analysis of radio and TV program category preferences. Public Opinion Research Inst. Japan Broadcasting Corporation. (N. H. K), 7, 33-57. (in Japanese)
KONDO, S. & HAYASHI, C. 1965 On the preferences of sound quality. J. Acoustical Society of Japan, 2, 216-226. (in Japanese)
MARUYAMA, K, & HAYASHI, C. 1968 Data analysis with response errors. Jap. J. Psychol., 38, 297-310. (in Japanese)
MESSICK, S. 1956 Some recent theoretical developments in multidimensional scaling. Educ. Psychol. Measmt., 21, 82-100.
MESSICK, S. 1956 An empirical evaluation of multidimensional successive intervals. Psychometrika, 21, 367-375.
OSGOOD, C. E. Suci, G. J., & TANNENBAUM, P. H. 1957 The measurement of meaning. Ill: Univ. Illinois Press.
RESERARCH COMMITTEE OF THE STUDY OF JAPANESE NATIONAL CHARACTER 1960 A study of Japanese national character. Ann. Inst. Stat. Math., 1964 Proc. Inst. Stat, Math., 11, 105-179. (in Japanese)
TAKAKURA, S. 1962 Some statistical methods of classification by the theory of quantification. Proc. Inst. Stat. Math, 9, 81-105. (in Japanese)
TORGERSON, W. S. 1958 Theory and method of scaling. New York: Wiley.

Right : AKUTO, H. 1964 The quantification theory-on the limitation and utility of application in the study of social research. Jap. J. Ann. Soc. Psychol., 5, 73-103.(in Japanese)
CATTELL, R. R. 1965 Factor analysis: An introduction to essentials I; the purpose and understanding models. Biometrics, 21, 190-215.
CATTELL, R. R. 1965 Factor Analysis: An introduction to essentials II; the role of factor analysis in research. Biometrics, 21, 405-435.
HAYASHI, C. 1950 On the quantification of qualitative data from the mathematicostatistical point of veiw. Ann. Inst. Stat. Math., 2, 35-47.
HAYASHI, C. 1952 On the prediction of phenomena from qualitative data and quantification of qualitative data from the mathematicostatistical point of view. Ann. Inst. Stat. Math., 4, 69-97.
HAYASHI, C. 1953-1954 Multidimensional quantification-with the application to analysis of social phenonena. Ann. Inst. Stat. Math., 5, 121-143.
HAYASHI, C. 1967 Response errors in social survey-how to correct the data with response errors-Public Opinion Research Inst. Japan Broadcasting Corporation (N. H. K.), 9, 471-546.(in Japanese)
HAYASHI, C., & TAKAKURA, S. 1964 Statistical methodology for prediction of election polls. Proc. Inst. Stat. Math., 12, 9-86. (in Japanese)
HAYASHI, C. TAKAKURA, S. MAKITA, M, & SAITO, S. 1958 One method of quantification of attitude II.-Analysis of political attitude-, Proc. Inst. Stat. Math., 6, 1-39.(in Japanese)
HORI, M. 1965 Multidimensional analysis of radio and TV program category preferences. Public Opinion Research Inst. Japan Broadcasting Corporation.(N. H. K), 7, 33-57.(in Japanese)
KONDO, S. & HAYASHI, C. 1965 On the preferences of sound quality. J. Acoustical Society of Japan, 2, 216-226. (in Japanese)
MARUYAMA, K, & HAYASHI, C. 1968 Data analysis with response errors. Jap. J. Psychol., 38, 297-310. (in Japanese)
MESSICK, S. 1956 Some recent theoretical developments in multidimensional scaling. Educ. Psychol. Measmt., 21, 82-100.
MESSICK, S. 1956 An empirical evaluation of multidimensional successive intervals. Psychometrika, 21, 367-375.
OSGOOD, C. E. Suet, G. J., & TANNENBAUM, P. H. 1957 The measurement of meaning. Ill: Univ. Illinois Press.
RESERARCH COMMITTEE OF THE STUDY OF JAPANESE NATIONAL CHARACTER 1960 A study of Japanese national character. Ann. Inst. Stat.

Date of correction: February 24, 2009 Reason for correction: - Correction: PDF FILE Details: -

Date of correction: February 24, 2009 Reason for correction: - Correction: CITATION Details: Wrong : AKUTO, H. 1964 The quantification theory-on the limitation and utility of application in the study of social research. Jap. J. Ann. Soc. Psychol., 5, 73-103.(in Japanese)
CATTELL, R. R. 1965 Factor analysis: An introduction to essentials I; the purpose and understanding models. Biometrics, 21, 190-215.
CATTELL, R. R. 1965 Factor Analysis: An introduction to essentials II; the role of factor analysis in research. Biometrics, 21, 405-435.
HAYASHI, C. 1950 On the quantification of qualitative data from the mathematicostatistical point of veiw. Ann. Inst. Stat. Math., 2, 35-47.
HAYASHI, C. 1952 On the prediction of phenomena from qualitative data and quantification of qualitative data from the mathematicostatistical point of view. Ann. Inst. Stat. Math., 4, 69-97.
HAYASHI, C. 1953-1954 Multidimensional quantification-with the application to analysis of social phenonena. Ann. Inst. Stat. Math., 5, 121-143.
HAYASHI, C. 1967 Response errors in social survey-how to correct the data with response errors-Public Opinion Research Inst. Japan Broadcasting Corporation (N. H. K.), 9, 471-546.(in Japanese)
HAYASHI, C., & TAKAKURA, S. 1964 Statistical methodology for prediction of election polls. Proc. Inst. Stat. Math., 12, 9-86. (in Japanese)
HAYASHI, C. TAKAKURA, S. MAKITA, M, & SAITO, S. 1958 One method of quantification of attitude II.-Analysis of political attitude-, Proc. Inst. Stat. Math., 6, 1-39.(in Japanese)
HORI, M. 1965 Multidimensional analysis of radio and TV program category preferences. Public Opinion Research Inst. Japan Broadcasting Corporation.(N. H. K), 7, 33-57.(in Japanese)
KONDO, S. & HAYASHI, C. 1965 On the preferences of sound quality. J. Acoustical Society of Japan, 2, 216-226. (in Japanese)
MARUYAMA, K, & HAYASHI, C. 1968 Data analysis with response errors. Jap. J. Psychol., 38, 297-310. (in Japanese)
MESSICK, S. 1956 Some recent theoretical developments in multidimensional scaling. Educ. Psychol. Measmt., 21, 82-100.
MESSICK, S. 1956 An empirical evaluation of multidimensional successive intervals. Psychometrika, 21, 367-375.
OSGOOD, C. E. Suet, G. J., & TANNENBAUM, P. H. 1957 The measurement of meaning. Ill: Univ. Illinois Press.
RESERARCH COMMITTEE OF THE STUDY OF JAPANESE NATIONAL CHARACTER 1960 A study of Japanese national character. Ann. Inst. Stat.

Right : AKUTO, H. 1964 The quantification theory-on the limitation and utility of application in the study of social research. Jap. J. Ann. Soc. Psychol., 5, 73-103. (in Japanese)
CATTELL, R. R. 1965 Factor analysis: An introduction to essentials I; the purpose and understanding models. Biometrics, 21, 190-215.
CATTELL, R. R. 1965 Factor Analysis: An introduction to essentials II; the role of factor analysis in research. Biometrics, 21, 405-435.
HAYASHI, C. 1950 On the quantification of qualitative data from the mathematico-statistical point of veiw. Ann. Inst. Stat. Math., 2, 35-47.
HAYASHI, C. 1952 On the prediction of phenomena from qualitative data and quantification of qualitative data from the mathematico-statistical point of view. Ann. Inst. Stat. Math., 4, 69-97.
HAYASHI, C. 1953-1954 Multidimensional quantification-with the application to analysis of social phenonena. Ann. Inst. Stat. Math., 5, 121-143.
HAYASHI, C. 1967 Response errors in social survey-how to correct the data with response errors-Public Opinion Research Inst. Japan Broadcasting Corporation (N. H. K.), 9, 471-546. (in Japanese)
HAYASHI, C., & TAKAKURA, S. 1964 Statistical methodology for prediction of election polls. Proc. Inst. Stat. Math., 12, 9-86. (in Japanese)
HAYASHI, C. TAKAKURA, S. MAKITA, M, & SAITO, S. 1958 One method of quantification of attitude II.-Analysis of political attitude-, Proc. Inst. Stat. Math., 6, 1-39. (in Japanese)
HORI, M. 1965 Multidimensional analysis of radio and TV program category preferences. Public Opinion Research Inst. Japan Broadcasting Corporation. (N. H. K), 7, 33-57. (in Japanese)
KONDO, S. & HAYASHI, C. 1965 On the preferences of sound quality. J. Acoustical Society of Japan, 2, 216-226. (in Japanese)
MARUYAMA, K, & HAYASHI, C. 1968 Data analysis with response errors. Jap. J. Psychol., 38, 297-310. (in Japanese)
MESSICK, S. 1956 Some recent theoretical developments in multidimensional scaling. Educ. Psychol. Measmt., 21, 82-100.
MESSICK, S. 1956 An empirical evaluation of multidimensional successive intervals. Psychometrika, 21, 367-375.
OSGOOD, C. E. SUCI, G. J., & TANNENBAUM, P. H. 1957 The measurement of meaning. Ill: Univ. Illinois Press.
RESERARCH COMMITTEE OF THE STUDY OF JAPANESE NATIONAL CHARACTER 1960 A study of Japanese national character. Ann. Inst. Stat. Math., 1964 Proc. Inst. Stat, Math., 11, 105-179. (in Japanese)
TAKAKURA, S. 1962 Some statistical methods of classification by the theory of quantification. Proc. Inst. Stat. Math, 9, 81-105. (in Japanese)
TORGERSON, W. S. 1958 Theory and method of scaling. New York: Wiley.

Abstract

Pattern Analysis based on the Quantification Theory developed by Hayashi is presented, and the results of the analysis applied to data from an experiment on impression of a photograph of a young woman measured by Semantic Differential Method are discussed. Then the utility of pattern analysis with scale classification is described under several considerations from various points of view.

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