Home > Publications . Search All . Browse All . Country . Browse PSC Pubs . PSC Report Series

PSC In The News

RSS Feed icon

Thompson casts doubt on the rehabilitative intentions of prison labor

Inglehart says European social democracy is a victim of its own success

Bound, Khanna, and Morales find multiple effects of H1-B visas on US tech industry

More News

Highlights

Heather Ann Thompson wins Bancroft Prize for History for 'Blood in the Water'

Michigan ranks in USN&WR top-10 grad schools for sociology, public health, labor economics, social policy, social psychology

Paula Lantz to speak at Women in Health Leadership Summit, March 24, 2:30-5:30 Michigan League

New site highlights research, data, and publications of Relationship Dynamics and Social Life study

More Highlights

Next Brown Bag

Mon, March 20, 2017, noon:
Dean Yang, Taken by Storm

Deviance Residual Moran's I Test and Its Application to Spatial Clusters of Small Manufacturing Firms in Japan

Publication Abstract

Banasick, S., Ge Lin, and R. Hanham. 2009. "Deviance Residual Moran's I Test and Its Application to Spatial Clusters of Small Manufacturing Firms in Japan." International Regional Science Review, 32(1): 3-18.

It is proposed that when data exhibit local clusters, a logit local association model coupled with deviance residual Moran's I can be an alternative to the global Poisson autoregressive model because the former can explicitly reveal local clusters and remove residual clustering. Because small firms in Japan traditionally exhibit local clusters, they are a good illustration. In this article, the authors introduce the deviance residual Moran's I to capture local cluster tendencies in a set of logit models and then evaluate their performance by simulation and case study. Results show that I-DR can effectively serve as a global measure of a clustering tendency for logit models and can complement other autoregressive logistic regressions for local cluster modeling when a significant I-DR is contributed by local clusters. In addition, ecological covariates identified in the previous literature were sufficient to account for the spatial clustering of small firms in 1990 but not in 2000.

DOI:10.1177/0160017608325909 (Full Text)

Country of focus: Japan.

Browse | Search : All Pubs | Next