Abstract
They are two kinds of Statistical DataBases (SDBs), micro and macro-SDBs. Micro-SDBs describe individual entities or events, they are mainly used for statistical analysis. Macro-SDBs contain only summary-data achieved by statistical-mathematical operations on micro-SDBs. In this paper, we propose a data-structure called Complex Statistical Table (CST) which offer a formal and homogeneous framework to develop macro-SDBs. In order to manipulate CST structure, we define two classes of operators : CST transposition operators making data-organisation dynamic and CST retrieval operators that work on CST instances. We also propose a discussion pointing out our approach contrasted with other contributions of this field.
This work is supported, in part, by French Departement of Education and Science — Direction de l' Evaluation et de la Prospective.
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References
Anderson G. D., Snider T., Robinson B., Toporek J.: "An integrated research support system for interpackage communication and handling analysis database operations". Proc. WSDBM Conf., (1983).
Bry F., Thauront G.: "Gestion interne de données statistiques". Revue MBD, No 4, (1986).
Cicchetti R., Lakhal L., N. Le Thanh, Miranda S.: "A logical Summary-Data Model for Statistical Databases". Proc. Int. Symp. on Database Systems for Advanced Applications, Seoul, (1989).
Cicchetti R.: "Gestion de données résumées statistiques". Thèse de Doctorat, Université de Nice, (1989).
Chan P., Shoshani A.: "SUBJECT: A Directory Driven System for Organizing and Accessing Large Statistical Databases". Proc. VLDB Conf., (1981).
Datta. A., Fournier B., Hou W.C., Ozsoyoglu G.: "The Design and Implementation of the SSDB". Proc. WSDBM Conf., (1986).
Delobel C.: "Bases de données et systèmes relationnels". DUNOD Ed., (1982).
DATE C. J.: "An Introduction to Database Systems". Addison-Wesley publishing Ed., (1981).
Ghosh S.P.: "Statistical Relational Tables for Statistical Database Management". IBM Res. Lab. San Jose, Ca, Tech. Rep. RJ 4394, (1984).
Ghosh S.P. "An Application of Statistical Databases in Manufacturing Testing". IEEE Transaction on Software Ingineering, Vol. SE-11, No 7, (1985).
Hecker G. A., Unger E. A.: "A user interface for database Creation, Use and Maintenance". Proc. ACM SIGSMALL/PC Conf., (1988).
Hebrail G.: "Définition de Résumés et Incertitude dans les Grandes Bases de Données". Thèse de Doctorat, Université de Paris-Sud, (1987).
Ikeda H., Kambayashi Y.: "Additional Facilities of Conventional DBMS to Support Interactive Statistical Analysis". Proc. WSDBM Conf., (1981).
Johnson R.R.: "Modelling Summary Data". Proc. ACM SIGMOD Conf., (1981).
Kambayashi Y., Futagami K., Ikeda H.: "Implementation of a Statistical Database System HSDB". Proc. COMPSTAT Conf., (1982).
Klug A.: "ABE — A Query Language for Construction Aggregates-By Example". Proc. WSDBM Conf., (1981).
Klug A.: "Equivalence of Relational Algebra and Relational Calculus Query Languages Having Aggregate Functions". Journal ACM, Vol 29, No3, (1982).
Khoshafian S. Bates D. M., DeWitt D. J.: "Efficient Support of Statistical Operators". IEEE Transaction on Software Ingineering, Vol. SE-11, No 10, (1985).
Lakhal L., Cicchetti R., Miranda S.: "A Relation and Table Language for Statistical Databases". Proc. MFDBS89. Lecture Notes in computer science, Springer Verglas, (1989).
Latour P.: "La controverse entre SGBD classique et relationnel n'est-elle-pas un faux débat ?". Revue MBD, No 2, (1986).
Luo D. Yao S.B.: "Form Operation By Example — a Language for Office Information Processing". Proc. ACM SIGMOD Conf., (1981).
Malvestuto F. M.: "The Derivation Problem of Summary Data". Proc. ACM SIGMOD Conf., (1988).
McCarthy J.: "Meta-data Management for Large Statistical Database". Proc. VLDB Conf., (1982).
Nie H. W.: "SPSS-Statistical Package for the social sciences". McGraw-Hill Ed., (1975)
Nwokogba I., Rowan W. H.: "A Model for Integrated Statistical and Commercial Database". First Int. Conf. On Data Engineering, Los Angeles, (1984).
Olken F.: "Physical Database Support for Scientific and Statistical Database Management". Proc. WSDBM Conf., (1986).
Ozsoyoglu Z. M., Ozsoyoglu G.: "STBE — A Database Query Language for Manipulating Summary Data". First Int. Conf. On Data Engineering, Los Angeles, (1984).
Ozsoyoglu Z.M, Ozsoyoglu G.: "A Language and a physical organization technique for summary-tables". Proc. ACM SIGMOD Conf., (1985).
Ozsoyoglu G., Ozsoyoglu Z. M.: "Satistical Database Query Languages". IEEE Transaction on Software Ingineering, Vol. SE-11, No 10, (1985).
P-STAT Users Manual, Princeton, New Jersey, (1981).
Rafanelli M., Fortunato E., Ricci F. L., Sebastio A.: "An Algebra for Statistical Data". Proc. WSDBM Conf., (1986).
Sato H.: "Handling Summary Information in a Database: Derivability". Proc. ACM SIGMOD Conf., (1981).
Shoshani A.: "Statistical Databases: Characteristics, Problems and some Solutions". Proc. VLDB Conf., (1982).
Shoshani A., Wong H.K.T.: "Statistical and Scientific Database Issues". IEEE Transaction on Software Ingineering, Vol. SE-11, No 10, (1985).
Shu N. C., Wong K. T. Lum V. Y.: "Forms Approach to Requirements Specification for Database Design". Proc. ACM SIGMOD Conf., (1983).
Su S.Y.W.: "SAM*: A Semantic Association Model for Corporate and Scientific-Statistical Databases". Inform. Sci. Vol. 29, (1983).
Turner M., Hammond R., Cotton F.: "A DBMS for Large Statistical Databases". Proc. VLDB, (1979).
Wong H.K.T.: Micro and Macro Statistical/Scientific Database Management". First Int. Conf. On Data Engineering, Los Angeles, (1984).
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Lakhal, L., Cicchetti, R., Miranda, S. (1989). Complex-statistical-table structure and operators for macro statistical databases. In: Litwin, W., Schek, HJ. (eds) Foundations of Data Organization and Algorithms. FODO 1989. Lecture Notes in Computer Science, vol 367. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-51295-0_146
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DOI: https://doi.org/10.1007/3-540-51295-0_146
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