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Analysis of Neural Data
Hardcover
Series: Springer Statistics
Medical ReferenceProbability & Statistics
ISBN13: 9781461496014
Publisher: Springer Nature
Published: Mar 4 2014
Pages: 648
Weight: 2.46
Height: 1.44 Width: 6.14 Depth: 9.21
Language: English
Introduction.- Exploring Data.- Probability and Random Variables.- Random Vectors.- Important Probability Distributions.- Sequences of Random Variables.- Estimation and Uncertainty.- Estimation in Theory and Practice.- Uncertainty and the Bootstrap.- Statistical Significance.- General Methods for Testing Hypotheses.- Linear Regression.- Analysis of Variance.- Generalized Regression.- Nonparametric Regression.- Bayesian Methods.- Multivariate Analysis.- Time Series.- Point Processes.- Appendix: Mathematical Background.- Example Index.- Index.- Bibliography.
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