Basic Principles of Statistical Techniques

Author: Wang Yufang Hao Feng
Publisher:
Publish Date: 2001-08-01
Features: This book is a volume in the series "Application Guidance of Statistical Techniques in ISO9000 Standards." Statistical techniques are grounded in probability theory and are a branch of applied mathematics. Learning and applying statistical techniques inevitably involve numerous fundamental theories related to these techniques. Mastering these fundamental theories is crucial for gaining a comprehensive understanding of statistical techniques and improving practical application skills. This book focuses on introducing basic concepts such as statistical techniques, random variable distributions, permutations and combinations, probability calculations, parameter estimation and hypothesis testing, sampling of statistical data, and handling of outliers. It also provides examples of statistical technique elements described in enterprise quality system documentation in line with ISO9000 standard requirements, demonstrating strong practical value. This book serves as a textbook for advanced training in statistical techniques for professional engineering technicians (e.g., those involved in new product development and design, on-site process technicians, quality inspection and testing personnel, etc.), as well as a reference for quality auditors, consultants, enterprise management personnel, and engineering technicians.