Statistics with Maple (Paperback)
暫譯: 使用 Maple 的統計學 (平裝本)

John A. Rafter, Martha L. L. Abell, James P. Braselton

Statistics with Maple (Paperback)

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商品描述

Description

Statistics with Maple is a practical guide for engineers, statisticians, business professionals and others who use the Maple software package and who wish to use it to produce numerical summaries, make graphical displays, and perform statistical inference. The book and software package is unique in its focus on using Maple for statistical methodology.

This tutorial and reference manual assumes that readers have a basic knowledge of statistics and a familiarity with Maple.

 

Table of Contents

Working With Maple; Data and Data File Manipulation; Univariate Methods for Describing Data; Multivariate Methods for Describing Data; Tabular and Graphical Methods for Presenting Data; Data Smoothing and Time Series An Introduction; Probability and Probability Distributions; Random Number Generation and Simulation; One and Two Sample Inferential Procedures; Analysis of Variance and Multiple Comparisons of Means; Diagnostic Procedures and Transformations; Regression and Correlation; Nonparametric Methods

商品描述(中文翻譯)

描述

《Statistics with Maple》是一本實用指南，適合工程師、統計學家、商業專業人士及其他使用 Maple 軟體包的人士，旨在幫助他們利用該軟體生成數值摘要、製作圖形顯示以及進行統計推斷。本書及其軟體包的獨特之處在於專注於使用 Maple 進行統計方法論。

本教程和參考手冊假設讀者具備基本的統計知識並熟悉 Maple。

目錄

使用 Maple；數據及數據文件操作；描述數據的單變量方法；描述數據的多變量方法；數據呈現的表格和圖形方法；數據平滑及時間序列簡介；概率及概率分佈；隨機數生成與模擬；單樣本和雙樣本推斷程序；方差分析及均值的多重比較；診斷程序及變換；回歸與相關；非參數方法

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