WebSite Logo
  • Content
  • Similar Resources
  • Metadata
  • Cite This
  • Log-in
  • Fullscreen
Log-in
Do not have an account? Register Now
Forgot your password? Account recovery
  1. Journal of Agricultural, Biological, and Environmental Statistics
  2. Journal of Agricultural, Biological, and Environmental Statistics : Volume 7
  3. Journal of Agricultural, Biological, and Environmental Statistics : Volume 7, Issue 3, September 2002
  4. Investigating tropical deforestation using two-stage spatially misaligned regression models
Loading...

Please wait, while we are loading the content...

Journal of Agricultural, Biological, and Environmental Statistics : Volume 22
Journal of Agricultural, Biological, and Environmental Statistics : Volume 21
Journal of Agricultural, Biological, and Environmental Statistics : Volume 20
Journal of Agricultural, Biological, and Environmental Statistics : Volume 19
Journal of Agricultural, Biological, and Environmental Statistics : Volume 18
Journal of Agricultural, Biological, and Environmental Statistics : Volume 17
Journal of Agricultural, Biological, and Environmental Statistics : Volume 16
Journal of Agricultural, Biological, and Environmental Statistics : Volume 15
Journal of Agricultural, Biological, and Environmental Statistics : Volume 14
Journal of Agricultural, Biological, and Environmental Statistics : Volume 13
Journal of Agricultural, Biological, and Environmental Statistics : Volume 12
Journal of Agricultural, Biological, and Environmental Statistics : Volume 11
Journal of Agricultural, Biological, and Environmental Statistics : Volume 10
Journal of Agricultural, Biological, and Environmental Statistics : Volume 9
Journal of Agricultural, Biological, and Environmental Statistics : Volume 8
Journal of Agricultural, Biological, and Environmental Statistics : Volume 7
Journal of Agricultural, Biological, and Environmental Statistics : Volume 7, Issue 4, December 2002
Journal of Agricultural, Biological, and Environmental Statistics : Volume 7, Issue 3, September 2002
Papers from a conference session on diversity in statistics in agriculture, biology, and environmental statistics
Statistical methods helping and hindering environmental science and management
Statistics as viewed by biologists
The state of statistics in agricultural science
Discussion ( Journal of Agricultural, Biological, and Environmental Statistics , Volume 7 , Issue 3 )
A general approach to modeling and analysis of species abundance data with extra zeros
Inference and model comparison for species accumulation functions using approximating pure birth processes
A simple mixed model for trend analysis in wildlife populations
Confidence limits for regression relationships between distance matrices: Estimating gene flow with distance
Empirical binomial sampling plans: model calibration and testing using Williams’ method III for generalized linear models with overdispersion
Functional regression in crop lodging assessment with digital images
A bayesian approach to regional and local-area prediction from crop variety trials
Investigating tropical deforestation using two-stage spatially misaligned regression models
Assessing occupational exposure via the one-way random effects model with balanced data
Testing trends in environmental compliance
Journal of Agricultural, Biological, and Environmental Statistics : Volume 7, Issue 2, June 2002
Journal of Agricultural, Biological, and Environmental Statistics : Volume 7, Issue 1, March 2002
Journal of Agricultural, Biological, and Environmental Statistics : Volume 6

Similar Documents

...
Investigating tropical deforestation using two-stage spatially misaligned regression models

Article

...
Spatial Regression Modeling for Compositional Data With Many Zeros

Article

...
Investigating tropical deforestation using two-stage spatially misaligned regression models

Article

...
Investigating Tropical Deforestation Using Two-Stage Spatially Misaligned Regression Models

Article

...
Bayesian Computation: Markov Chain Monte Carlo

Chapter

...
Spatial stochastic volatility for lattice data

Article

...
Using the truncated auto-Poisson model for spatially correlated counts of vegetation

Article

...
Normal Approximation for Bayesian Mixed Effects Binomial Regression Models

Article

...
Reversible Jump Markov Chain Monte Carlo Strategies for Bayesian Model Selection in Autoregressive Processes

Article

Investigating tropical deforestation using two-stage spatially misaligned regression models

Content Provider Springer Nature Link
Author Agarwal, Deepak K. Gelfand, Alan E. Silander, John A.
Copyright Year 2002
Abstract Deforestation in the tropics has been a major concern in conservation science for more than two decades. A standard explanation is population pressure, argued through descriptive statistical summaries, but the connection between local population and forest exploitation has not been clearly addressed from a formal modeling perspective. We implement such modeling here using a two-stage specification. At the first stage, we provide a spatial model for population counts. At the second stage, we provide a conditional spatial model for land use given population. A critical problem is misalignment. The population counts are recorded at various administrative unit levels. In particular, we work with twon-level counts. The land-use classifications are from remotely sensed satellite images and are provided at a 1-km Ă— 1-km pixel level. We propose a methodology to implement regressions in this situation. The motivating data are obtained for the tropical wet forest on the eastern coast of Madagascar. This is a designated hotspot rain forest featuring high species diversity and high endemism. A fairly detailed analysis connecting land use with population data for this region is presented.
Starting Page 420
Ending Page 439
Page Count 20
File Format PDF
ISSN 10857117
Journal Journal of Agricultural, Biological, and Environmental Statistics
Volume Number 7
Issue Number 3
e-ISSN 15372693
Language English
Publisher Springer-Verlag
Publisher Date 2002-01-01
Publisher Place New York
Access Restriction One Nation One Subscription (ONOS)
Subject Keyword Binomial regression Conditionally autoregressive prior Markov chain Monte Carlo Poisson regression Rasterization Spatial resolution Statistics for Life Sciences, Medicine, Health Sciences Agriculture Environmental Monitoring/Analysis Biostatistics
Content Type Text
Resource Type Article
Subject Applied Mathematics Statistics and Probability Environmental Science Agricultural and Biological Sciences Statistics, Probability and Uncertainty
  • About
  • Disclaimer
  • Feedback
  • Sponsor
  • Contact
  • Chat with Us
About National Digital Library of India (NDLI)
NDLI logo

National Digital Library of India (NDLI) is a virtual repository of learning resources which is not just a repository with search/browse facilities but provides a host of services for the learner community. It is sponsored and mentored by Ministry of Education, Government of India, through its National Mission on Education through Information and Communication Technology (NMEICT). Filtered and federated searching is employed to facilitate focused searching so that learners can find the right resource with least effort and in minimum time. NDLI provides user group-specific services such as Examination Preparatory for School and College students and job aspirants. Services for Researchers and general learners are also provided. NDLI is designed to hold content of any language and provides interface support for 10 most widely used Indian languages. It is built to provide support for all academic levels including researchers and life-long learners, all disciplines, all popular forms of access devices and differently-abled learners. It is designed to enable people to learn and prepare from best practices from all over the world and to facilitate researchers to perform inter-linked exploration from multiple sources. It is developed, operated and maintained from Indian Institute of Technology Kharagpur.

Learn more about this project from here.

Disclaimer

NDLI is a conglomeration of freely available or institutionally contributed or donated or publisher managed contents. Almost all these contents are hosted and accessed from respective sources. The responsibility for authenticity, relevance, completeness, accuracy, reliability and suitability of these contents rests with the respective organization and NDLI has no responsibility or liability for these. Every effort is made to keep the NDLI portal up and running smoothly unless there are some unavoidable technical issues.

Feedback

Sponsor

Ministry of Education, through its National Mission on Education through Information and Communication Technology (NMEICT), has sponsored and funded the National Digital Library of India (NDLI) project.

Contact National Digital Library of India
Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302
See location in the Map
03222 282435
Mail: support@ndl.gov.in
Sl. Authority Responsibilities Communication Details
1 Ministry of Education (GoI),
Department of Higher Education
Sanctioning Authority https://www.education.gov.in/ict-initiatives
2 Indian Institute of Technology Kharagpur Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project https://www.iitkgp.ac.in
3 National Digital Library of India Office, Indian Institute of Technology Kharagpur The administrative and infrastructural headquarters of the project Dr. B. Sutradhar  bsutra@ndl.gov.in
4 Project PI / Joint PI Principal Investigator and Joint Principal Investigators of the project Dr. B. Sutradhar  bsutra@ndl.gov.in
Prof. Saswat Chakrabarti  will be added soon
5 Website/Portal (Helpdesk) Queries regarding NDLI and its services support@ndl.gov.in
6 Contents and Copyright Issues Queries related to content curation and copyright issues content@ndl.gov.in
7 National Digital Library of India Club (NDLI Club) Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach clubsupport@ndl.gov.in
8 Digital Preservation Centre (DPC) Assistance with digitizing and archiving copyright-free printed books dpc@ndl.gov.in
9 IDR Setup or Support Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops idr@ndl.gov.in
I will try my best to help you...
Cite this Content
Loading...