Data analysis and statistics for geography, environmental science, and engineering

Bibliographic Details
Main Author:	Acevedo, Miguel F. (Author)
Format:	Book
Language:	English
Published:	Boca Raton, Florida : CRC Press , c2013
Subjects:	Engineering > Data processing Engineering > Statistical methods Environmental sciences > Data processing Environmental sciences > Statistical methods Geography > Data processing Geography > Statistical methods

Table of Contents:

1. Introduction
2. Probability theory
3. Random variables, distributions, and statistics
4. Exploratory analysis and introduction to inferential statistics
5. More on inferential statistics: goodness of fit, contingency analysis of variance
6. Regression
7. Stochastic or random processes and time series
8. Spatial point patterns
9. Matrices and linear algebra
10. Multivariate models
11. Dependent stochastic processes and time series
12. Geostatistics: kriging
13. Spatial auto-correlation and auto-regression
14. Multivariate analysis I: reducing dimensionality
15. Multivariate analysis II: identifying and developing relationships among observations and variables

Similar Items