Multitype point process analysis of spines on the dendrite network of a neuron
© 2014 Royal Statistical Society. We develop methods for analysing the spatial pattern of events, classified into several types, that occur on a network of lines. The motivation is the study of small protrusions called 'spines' which occur on the dendrite network of a neuron. The spatially...
| Main Authors: | , , |
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| Format: | Journal Article |
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WILEY-BLACKWELL
2014
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| Online Access: | http://hdl.handle.net/20.500.11937/35067 |
| _version_ | 1848754394973077504 |
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| author | Baddeley, Adrian Jammalamadaka, A. Nair, G. |
| author_facet | Baddeley, Adrian Jammalamadaka, A. Nair, G. |
| author_sort | Baddeley, Adrian |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | © 2014 Royal Statistical Society. We develop methods for analysing the spatial pattern of events, classified into several types, that occur on a network of lines. The motivation is the study of small protrusions called 'spines' which occur on the dendrite network of a neuron. The spatially varying density of spines is modelled by using relative distributions and regression trees. Spatial correlations are investigated by using counterparts of the K-function and pair correlation function, where the main problem is to compensate for the network geometry. This application illustrates the need for careful analysis of spatial variation in the intensity of points, before assessing any evidence of clustering. |
| first_indexed | 2025-11-14T08:39:43Z |
| format | Journal Article |
| id | curtin-20.500.11937-35067 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T08:39:43Z |
| publishDate | 2014 |
| publisher | WILEY-BLACKWELL |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-350672017-09-13T15:33:15Z Multitype point process analysis of spines on the dendrite network of a neuron Baddeley, Adrian Jammalamadaka, A. Nair, G. © 2014 Royal Statistical Society. We develop methods for analysing the spatial pattern of events, classified into several types, that occur on a network of lines. The motivation is the study of small protrusions called 'spines' which occur on the dendrite network of a neuron. The spatially varying density of spines is modelled by using relative distributions and regression trees. Spatial correlations are investigated by using counterparts of the K-function and pair correlation function, where the main problem is to compensate for the network geometry. This application illustrates the need for careful analysis of spatial variation in the intensity of points, before assessing any evidence of clustering. 2014 Journal Article http://hdl.handle.net/20.500.11937/35067 10.1111/rssc.12054 WILEY-BLACKWELL restricted |
| spellingShingle | Baddeley, Adrian Jammalamadaka, A. Nair, G. Multitype point process analysis of spines on the dendrite network of a neuron |
| title | Multitype point process analysis of spines on the dendrite network of a neuron |
| title_full | Multitype point process analysis of spines on the dendrite network of a neuron |
| title_fullStr | Multitype point process analysis of spines on the dendrite network of a neuron |
| title_full_unstemmed | Multitype point process analysis of spines on the dendrite network of a neuron |
| title_short | Multitype point process analysis of spines on the dendrite network of a neuron |
| title_sort | multitype point process analysis of spines on the dendrite network of a neuron |
| url | http://hdl.handle.net/20.500.11937/35067 |