Monte Carlo simulation of parameter confidence intervals for non-linear regression analysis of biological data using Microsoft Excel.
Ronald J. W. LambertIoannis MytilinaiosLuke MaitlandAngus M. BrownPublished in: Comput. Methods Programs Biomed. (2012)
Keyphrases
- regression analysis
- monte carlo simulation
- biological data
- confidence intervals
- microsoft excel
- markov chain
- monte carlo
- high throughput
- microsoft office
- statistical methods
- data analysis
- regression model
- step by step instructions
- microarray data
- factor analysis
- linear regression model
- sample size
- data sources
- knowledge discovery
- state space
- data integration
- microarray
- reinforcement learning
- test set
- statistical tests
- data mining
- decision making
- information retrieval