Neural Networks as Statistical Tools for Business Researchers  

Oleh:

Joshi, Shirish A. ; Tienne, Kristen Bell de ; Tienne, David H. De

Jenis: Article from Journal - ilmiah internasional
Dalam koleksi: Organizational Research Methods vol. 6 no. 2 (2003), page 236-265.
Topik: networks; artificial neural networks; multiple regression; prediction
Fulltext: 236.pdf (187.6KB)

Ketersediaan

Perpustakaan Pusat (Semanggi) Nomor Panggil: OO3.4 Non-tandon: 1 (dapat dipinjam: 0) Tandon: tidak ada

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Isi artikel

Artificial neural networks are rapidly gaining popularity in the hard sciences and in social science. This article discusses neural networks as tools business researchers can use to analyze data. After providing a brief history of neural networks, the article describes limitations of multiple regression. Then, the characteristics and organization of neural networks are presented, and the article shows why they are an attractive alternative to regression. Shortcomings and applications of neural networks are reviewed, and neural network software is discussed.

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