Smoothing Methods in Statistics

Viac o knihe

Advancements in high-speed computing have revolutionized data analysis, particularly in non-parametric smoothing methods for density, distribution, and regression function estimation. These techniques allow analysts greater flexibility and the ability to reveal complex data structures through well-designed graphics. Experts in the field emphasize that many analysts underestimate the value of these methods, which can effectively highlight unusual patterns in data. The book advocates for a deeper understanding and utilization of these powerful statistical tools in data analysis.