Nonparametric Function Estimation, Modeling, and Simulation: Advanced Statistical Methods for Estimation and Simulation in Data Analysis offers

by James R. Thompson, Richard A. Tapia

An in-depth exploration of nonparametric techniques for function estimation, statistical modeling, and simulation. This book presents essential methods and tools for analyzing complex datasets without relying on strict parametric assumptions.Readers will discover a wide range of advanced nonparametric methods, including density estimation, resampling techniques, and simulation-based approaches, with applications spanning various fields such as economics, engineering, and health sciences. With clear explanations and practical examples, this book serves as an invaluable resource for statisticians, researchers, and students looking to expand their understanding of nonparametric statistics and simulation modeling.Key features coverage of nonparametric function estimation methods.Practical applications for data modeling and simulation.Techniques for handling multidimensional data.Step-by-step guidance on simulation-based statistical approaches.

Kindle Edition

Published February 3, 2025