A Gentle Introduction to Statistics Using SAS Studio
暫譯: 使用 SAS Studio 的統計學入門指南
Cody, Ron
- 出版商: SAS Institute
- 出版日期: 2019-09-27
- 售價: $1,860
- 貴賓價: 9.5 折 $1,767
- 語言: 英文
- 頁數: 236
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1642955329
- ISBN-13: 9781642955323
-
相關分類:
機率統計學 Probability-and-statistics
無法訂購
相關主題
商品描述
Many people are intimidated by learning statistics, but A Gentle Introduction to Statistics Using SAS(R) Studio is here to help. Whether you need to perform statistical analysis for a project or, perhaps, for a course in education, psychology, sociology, economics, or any other field that requires basic statistical skills, this book teaches the fundamentals of statistics, from designing your experiment through calculating logistic regressions. Serving as an introduction to many common statistical tests and principles, it explains concepts in a non-technical way with little math and very few formulas. Once the basic statistical concepts are covered, the book then demonstrates how to use them with SAS Studio and SAS University Edition's easy point-and-click interface.
Topics included in this book are:
- How to install and use SAS University Edition
- Descriptive statistics
- One-sample tests
- T tests (for independent or paired samples)
- One-way analysis of variance (ANOVA)
- N-way ANOVA
- Correlation analysis
- Simple and multiple linear regression
- Binary logistic regression
- Categorical data, including two-way tables and chi-square
- Power and sample size calculations
Questions are provided to test your knowledge and practice your skills.
商品描述(中文翻譯)
點擊操作以進行統計分析
許多人對學習統計感到畏懼,但A Gentle Introduction to Statistics Using SAS(R) Studio將為您提供幫助。無論您是需要為專案進行統計分析,還是可能需要為教育、心理學、社會學、經濟學或任何其他需要基本統計技能的領域的課程進行分析,本書將教授統計的基本原理,從設計實驗到計算邏輯回歸。作為許多常見統計測試和原則的入門書籍,它以非技術性的方式解釋概念,幾乎不涉及數學和公式。一旦基本的統計概念被涵蓋,本書將展示如何使用SAS Studio和SAS University Edition的簡單點擊介面來應用這些概念。
本書包含的主題有:
- 如何安裝和使用SAS University Edition
- 描述性統計
- 單樣本測試
- T檢定(獨立樣本或配對樣本)
- 單因子變異數分析(ANOVA)
- N因子ANOVA
- 相關分析
- 簡單和多重線性回歸
- 二元邏輯回歸
- 類別數據,包括雙向表和卡方檢定
- 檢定力和樣本大小計算
本書提供問題以測試您的知識並練習您的技能。