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Advanced Data Analysis in Neuroscience

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Cover of 'Advanced Data Analysis in Neuroscience'

Table of Contents

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    Book Overview
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    Chapter 1 Statistical Inference
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    Chapter 2 Regression Problems
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    Chapter 3 Classification Problems
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    Chapter 4 Model Complexity and Selection
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    Chapter 5 Clustering and Density Estimation
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    Chapter 6 Dimensionality Reduction
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    Chapter 7 Linear Time Series Analysis
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    Chapter 8 Nonlinear Concepts in Time Series Analysis
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    Chapter 9 Time Series from a Nonlinear Dynamical Systems Perspective
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