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

Acevedo, Miguel F.

Data analysis and statistics for geography, environmental science, and engineering / by Miguel F. Acevedo - Boca Raton : CRC Press, 2013. - xxi, 535p.

Part I Introduction to Probability, Statistics, Time Series, and Spatial Analysis--
1.Introduction--
2.Probability Theory--
3. Random Variables, Distributions, Moments, and Statistics--
4. Exploratory Analysis and Introduction to Inferential Statistics--
5. More on Inferential Statistics: Goodness of Fit, Contingency Analysis, and Analysis of Variance--
6. Regression--
7. Stochastic or Random Processes and Time Series--
8. Spatial Point Patterns--
Part II Matrices, Tempral and Spatial Autoregressive Processes, and Multivariate Analysis--
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

ISBN: 9781439885017

Subjects--Topical Terms:
Geography-Data processing

Dewey Class. No.: 519.5 / ACE-D