Cluster effects in mining complex data / M. Ishaq Bhati.

Format:

Book

Author/Creator:

Bhatti, M. Ishaq.

Series:

Mathematics research developments series.

Mathematics research developments

Language:

English

Subjects (All):

Cluster analysis.

Data mining.

Econometrics.

Physical Description:

1 online resource (267 p.)

Edition:

1st ed.

Place of Publication:

New York : Nova Science Publisher's, c2012.

Language Note:

English

Summary:

In the last few years, the tremendous growth in the use of clustered survey methods in data mining in the presence of cluster effects has dichotomised the subject of econometrics due to the nature and problems in the way the data is being gathered. This book develops and investigates diagnostic tests for such cluster effects.

Contents:

Modelling clustered survey data

Tests for cluster effects of the SSMC model

Some tests of the SMC model

Testing cluster effects in 2SLR models

Testing for cluster effects in MSLR models

Tests for the LNSG model

Stochastic model for cluster effects

Testing for change point

Concluding remarks.

Notes:

Description based upon print version of record.

Includes bibliographical references and index.

ISBN:

1-62808-669-6

OCLC:

923669058