Computational Statistics Handbook with MATLAB 3rd edition by Wendy Martinez , Angel Martinez- Ebook PDF Instant Download/Delivery:9781466592735
Product details:
ISBN 10: 0367372975
ISBN 13: 9780367372972
Author: Wendy L. Martinez , Angel R. Martinez
A Strong Practical Focus on Applications and AlgorithmsComputational Statistics Handbook with MATLAB, Third Edition covers today’s most commonly used techniques in computational statistics while maintaining the same philosophy and writing style of the bestselling previous editions. The text keeps theoretical concepts to a minimum, emphasizing the i
Table of contents:
Chapter 1: Introduction
Chapter 2: Probability Concepts
Chapter 3: Sampling Concepts
Chapter 4: Generating Random Variables
Chapter 5: Exploratory Data Analysis
Chapter 6: Finding Structure
Chapter 7: Monte Carlo Methods for Inferential Statistics
Chapter 8: Data Partitioning
Chapter 9: Probability Density Estimation
Chapter 10: Supervised Learning
Chapter 11: Unsupervised Learning
Chapter 12: Parametric Models
Chapter 13: Nonparametric Models
Chapter 14: Markov Chain Monte Carlo Methods
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