Latent Variable Analysis of Multivariate Spatial Data
- 1 March 2002
- journal article
- Published by Taylor & Francis in Journal of the American Statistical Association
- Vol. 97 (457) , 302-317
- https://doi.org/10.1198/016214502753479437
Abstract
Multivariate spatial or geo-referenced data arise naturally in such disciplines as ecology, agriculture, geology, and atmospheric sciences. In practice, interest often lies in modeling underlying s...Keywords
This publication has 8 references indexed in Scilit:
- Generalized Shifted-Factor Analysis Method for Multivariate Geo-Referenced DataMathematical Geology, 2001
- YIELD VARIABILITYWITHINACENTRAL IOWA FIELDTransactions of the ASAE, 1997
- Spatial relationships of multivariate dataMathematical Geology, 1992
- SPFAC: A FORTRAN-77 program for spatial factor analysis of multivariate dataComputers & Geosciences, 1991
- Spatial autocorrelation as a criterion for retaining factors in ordinations of geographic dataMathematical Geology, 1985
- A Dynamic Factor Model for the Analysis of Multivariate Time SeriesPsychometrika, 1985
- Multivariate Analysis with Latent Variables: Causal ModelingAnnual Review of Psychology, 1980
- The Use of Factor Analysis in the Statistical Analysis of Multiple Time SeriesPsychometrika, 1963