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

PSC In The News

RSS Feed icon

H. Luke Shaefer and colleagues argue for a universal child allowance

Hindustan Times points out high value of H-1B visas for US innovation, welfare, and tech firm profits

Novak, Geronimus, Martinez-Cardoso: Threat of deportation harmful to immigrants' health

More News

Highlights

Heather Ann Thompson wins Pulitzer Prize for book on Attica uprising

Lam explores dimensions of the projected 4 billion increase in world population before 2100

ISR's Nick Prieur wins UMOR award for exceptional contribution to U-M's research mission

How effectively can these nations handle outside investments in health R&D?

More Highlights

Next Brown Bag

Mon, April 10, 2017, noon:
Elizabeth Bruch

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