Skip to Content

Switch language English
- Switch language
- Deutsch
- English
- Español
- Français
- Italiano
- Português do Brasil
- 中文
Login

ScholarsArchive@OSU

Home
About
Help
Contact

Search ScholarsArchive@OSU

Advanced Search

Search Constraints

Start Over

Filtering by: Subject Graphical modeling (Statistics) Remove constraint Subject: Graphical modeling (Statistics)

1 - 5 of 5

Relevance
Title [A-Z]
Title [Z-A]
Date Created ▼
Date Created ▲
Date Uploaded ▼
Date Uploaded ▲

Number of results to display per page

10 per page
20 per page
50 per page
100 per page

View results as:

List Gallery Masonry

Search Results

Machine Learning Methods for Computational Sustainability

Creator:

Liu, Liping

Abstract:

Maintaining the sustainability of the earth’s ecosystems has attracted much attention as these ecosystems are facing more and more pressure from human activities. Machine learning can play an important role in promoting sustainability as a large amount of data is being collected from ecosystems. There are at least three important...

Resource Type:

Dissertation
Habitat suitability and uncertainty : a Bayesian approach to mapping benthic invertebrate distributions

Creator:

Havron, Andrea M.

Abstract:

Mitigating for increased human impact to the seafloor associated with resource extraction activities and renewable energy development can benefit from an understanding of the distribution of sensitive marine benthic species. Habitat suitability predictive modeling is a cost effective statistical tool to infer species distribution patterns from constrained sampling locations. However,...

Resource Type:

Masters Thesis
Parameter estimation of Gaussian hierarchical model using Gibbs sampling

Creator:

Mbuthia, Juliana

Abstract:

Gibbs sampling method is an important tool used in parameter estimation for many probabilistic models. Specifically, for many scenarios, it is difficult to generate high-dimensional data samples from its joint distribution. The Gibbs sampling provides a way to draw high-dimensional data via the conditional distributions which are typically easier to...

Resource Type:

Masters Thesis
Spatial graphical models with discrete and continuous components

Creator:

Che, Xuan

Abstract:

Graphical models use Markov properties to establish associations among dependent variables. To estimate spatial correlation and other parameters in graphical models, the conditional independences and joint probability distribution of the graph need to be specified. We can rely on Gaussian multivariate models to derive the joint distribution when all the...

Resource Type:

Dissertation
Probabilistic models for quality control in environmental sensor networks

Creator:

Dereszynski, Ethan W.

Abstract:

Networks of distributed, remote sensors are providing ecological scientists with a view of our environment that is unprecedented in detail. However, these networks are subject to harsh conditions, which lead to malfunctions in individual sensors and failures in network communications. This behavior manifests as corrupt or missing measurements in the...

Resource Type:

Dissertation

Limit your search

Academic Affiliation

Electrical Engineering and Computer Science3
College of Earth, Ocean, and Atmospheric Sciences1
Statistics1

Advisor

Dietterich, Thomas G.2
Gitelman, Alix I.1
Goldfinger, Chris1
Thinh, Nguyen1

Commencement Year

Commencement Year range begin – Commencement Year range end

Current results range from 2013 to 2016

View distribution

Committee Member

Niess, Margaret2
Raich, Raviv2
Birkes, Dave1
Bobe, Gerd1
Fern, Alan1
more Committee Members »

Creator

Che, Xuan1
Dereszynski, Ethan W.1
Havron, Andrea M.1
Liu, Liping1
Mbuthia, Juliana1

Date

Date range begin – Date range end

Current results range from 2012 to 2016

View distribution

Decade

2010-20195

Degree Field

Computer Science2
Electrical and Computer Engineering1
Marine Resource Management1
Statistics1

Degree Level

Doctoral3
Master's2

Degree Name

Doctor of Philosophy (Ph.D.)3
Master of Science (M.S.)2

Language

English [eng]5

License

All rights reserved5

Non-Academic Affiliation

Oregon State University. Graduate School5

Peer Reviewed

No5

Resource Type

Dissertation3
Masters Thesis2

Rights Statement

In Copyright5

Subject

Graphical modeling (Statistics)[remove]5
Bayesian statistical decision theory2
Benthic animals -- Habitat suitability index models -- Pacific Coast (U.S.)1
Birds -- Ecology -- Data processing1
Birds -- Migration -- Mathematical models1
more Subjects »

Scholars Archive is a service of Oregon State University Libraries & Press

121 The Valley Library
Corvallis, OR 97331-4501

Contact Us
Services for Persons with Disabilities

Powered by Hyrax 3.6.0

Copyright © 2018 Oregon State University
Licensed under the Apache License, Version 2.0

Core Trust application (pdf)