论文信息 - DETECTION AND ANALYSIS OF DEPENDENCY STRUCTURES

DETECTION AND ANALYSIS OF DEPENDENCY STRUCTURES

A dependency structure is a set of relationships which indicate which variables of a system are statistically dependent upon which others, A simple method for discovering this structure is described and refinements based on statistical considerations are discussed. The result is a simple procedure which is illustrated by several examples. A substantial number of experiments with the method have been performed, all with satisfactory results.

Roger C. Conant

[1] G. Klir. IDENTIFICATION OF GENERATIVE STRUCTURES IN EMPIRICAL DATA , 1976 .

[2] Gerrit Broekstra. On the representation and identification of structure systems , 1978 .

[3] Claude E. Shannon,et al. The mathematical theory of communication , 1950 .

[4] Roger C. Conant. Structural modelling using a simple information measure , 1980 .

[5] Ga Miller,et al. Note on the bias of information estimates , 1955 .

[6] George J. Klir,et al. PROCEDURES FOR GENERATING RECONSTRUCTION HYPOTHESES IN THE RECONSTRUCTABILITY ANALYSIS , 1979 .

[7] R. Cavallo,et al. RECONSTRUCTABILITY† ANALYSIS: Evaluation of Reconstruction Hypotheses‡ , 1981 .

[8] Stephen E. Fienberg,et al. The Analysis of Multidimensional Contingency Tables , 1970 .

[9] Klaus Krippendorff,et al. AN ALGORITHM FOR IDENTIFYING STRUCTURAL MODELS OF MULTI-VAR1ATE DATA , 1981 .

[10] G. Klir,et al. RECONSTRUCTABILITY ANALYSIS OF MULTI-DIMENSIONAL RELATIONS: A Theoretical Basis for Computer-Aided Determination of Acceptable Systems Models † , 1979 .

[11] Gerrit Broekstra,et al. C-ANALYSIS OF C-STRUCTURES: REPRESENTATION AND EVALUATION OF RECONSTRUCTION HYPOTHESES BY INFORMATION MEASURES†‡ , 1981 .

[12] Klaus Krippendorff. On the Identification of Structures in Multivariate Data by the Spectral Analysis of Relations , 1979 .

[13] R. Conant. SET-THEORETIC STRUCTURE MODELLING , 1981 .

[14] Claude E. Shannon,et al. The Mathematical Theory of Communication , 1950 .