Statistical Hypothesis Testing with Microsoft (R) Office Excel (R)
暫譯: 使用 Microsoft (R) Office Excel (R) 進行統計假設檢定
Hirsch, Robert
商品描述
This book provides a comprehensive treatment of the logic behind hypothesis testing. This updated edition covers frequentist (classical) and Bayesian approaches to interpretation of the results of a statistical hypothesis test. In a new chapter, nonparametric hypothesis testing is also discussed. The author describes the most commonly used statistical tests and provides instructions for how to perform them using Microsoft Office Excel. Readers will learn how to interpret P-values under a variety of conditions including a single hypothesis test, a collection of hypothesis tests, and tests performed on accumulating data. This new edition includes the chi-square test as a method for nominal data. The author provides frameworks for how to plan the size of a sample and how to select which test to use for a data set. This second edition will be of interest to researchers, graduate students, and anyone who has to interpret the results of statistical analyses.
商品描述(中文翻譯)
本書全面探討假設檢定背後的邏輯。這個更新版涵蓋了頻率主義（傳統）和貝葉斯方法來解釋統計假設檢定的結果。在新的一章中，還討論了非參數假設檢定。作者描述了最常用的統計檢定，並提供了如何使用 Microsoft Office Excel 執行這些檢定的指導。讀者將學習如何在各種條件下解釋 P 值，包括單一假設檢定、一組假設檢定以及在累積數據上進行的檢定。這個新版本包括卡方檢定作為名義數據的一種方法。作者提供了如何規劃樣本大小和如何選擇適合數據集的檢定的框架。這第二版將吸引研究人員、研究生以及任何需要解釋統計分析結果的人士。
作者簡介
Robert Hirsch, Ph.D., is the President of Stat-Aid Consulting. In 2010, he retired as Professor of Epidemiology and Biostatistics and Adjunct Professor of Statistics at The George Washington University, where he helped to develop the School of Public Health and Health Services. His main research interest is in relating statistics to real life problems, and much of his work has focused on applied mathematics for health research and practice.
作者簡介(中文翻譯)
羅伯特·赫希（Robert Hirsch），博士，是Stat-Aid Consulting的總裁。2010年，他從喬治華盛頓大學（The George Washington University）退休，曾擔任流行病學與生物統計學教授及統計學兼任教授，並協助發展公共衛生與健康服務學院。他的主要研究興趣在於將統計學與現實生活問題相結合，並且他的許多工作專注於健康研究與實踐的應用數學。
