Lancaster EPrints

Generalised linear modelling in geomorphology

Atkinson, Peter M. and Jiskoot, Hester and Massari, Remo and Murray, Tavi (1998) Generalised linear modelling in geomorphology. Earth Surface Processes and Landforms, 23 (13). pp. 1185-1196. ISSN 0197-9337

Full text not available from this repository.

Abstract

Generalized linear modelling (GLM) is a statistical technique used to model the relation between a response variable and a set of explanatory variables. GLM is similar to the well known multiple regression. However, GLM is a powerful technique for exploratory data analysis with many advantages over more traditional techniques. For example, GLM allows the incorporation of categorical as well as continuous response and explanatory variables in the analysis. In this paper, GLM is explained and two examples of the application of the technique in geomorphology are given. The first example involves glacier surging and the second involves landslide susceptibility. The examples demonstrate the relevance of GLM to many common problems in geomorphology.

Item Type: Article
Journal or Publication Title: Earth Surface Processes and Landforms
Additional Information: M1 - 13
Uncontrolled Keywords: generalised linear modelling ; logit regression ; GLIM ; glacier surging ; landslide susceptibility
Subjects:
Departments: Faculty of Science and Technology
ID Code: 77127
Deposited By: ep_importer_pure
Deposited On: 11 Dec 2015 15:22
Refereed?: Yes
Published?: Published
Last Modified: 21 Sep 2017 01:19
Identification Number:
URI: http://eprints.lancs.ac.uk/id/eprint/77127

Actions (login required)

View Item