Applications of Stochastic Processes to Cancer Research
- ECU Author/Contributor (non-ECU co-authors, if there are any, appear on document)
- Kristin Steely (Creator)
- Institution
- East Carolina University (ECU )
- Web Site: http://www.ecu.edu/lib/
- Advisor
- David Pravica
Abstract: The purpose of this thesis is to implement stochastic models that are currently used to analyze the impact of different drug treatments on cancer and to model drug resistance by cancer cells. Mathematical models are used to compare single-cancer treatment results with those that involve multiple drugs at the same time. Using various parameters for the model the probability of treatment success was calculated. A comparison was made with a probability theory approach and good agreement was obtained.
Additional Information
- Publication
- Thesis
- Date: 2013
- Keywords
- Mathematics, Applied mathematics, Medicine, Kolmogorov Forward Equation, Markov Process, Ordinary Differential Equations, Partial Differential Equations, Probability Generating Function, Stochastic Processes
| Title | Location & Link | Type of Relationship |
| Applications of Stochastic Processes to Cancer Research | http://hdl.handle.net/10342/1764 | The described resource references, cites, or otherwise points to the related resource. |