2011Ryysz2b.rar_大数据分析_R语言实战第2版

<html xmlns="http://www.w3.org/1999/xhtml"> <head> <meta charset="utf-8"> <meta name="generator" content="pdf2htmlEX"> <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1"> <link rel="stylesheet" href="https://static.pudn.com/base/css/base.min.css"> <link rel="stylesheet" href="https://static.pudn.com/base/css/fancy.min.css"> <link rel="stylesheet" href="https://static.pudn.com/prod/directory_preview_static/625d45c3be9ad24cfa7da8ee/raw.css"> <script src="https://static.pudn.com/base/js/compatibility.min.js"></script> <script src="https://static.pudn.com/base/js/pdf2htmlEX.min.js"></script> <script> try{ pdf2htmlEX.defaultViewer = new pdf2htmlEX.Viewer({}); }catch(e){} </script> <title></title> </head> <body> <div id="sidebar" style="display: none"> <div id="outline"> </div> </div> <div id="pf1" class="pf w0 h0" data-page-no="1"><div class="pc pc1 w0 h0"><img class="bi x0 y0 w1 h1" alt="" src="https://static.pudn.com/prod/directory_preview_static/625d45c3be9ad24cfa7da8ee/bg1.jpg"></div><div class="pi" data-data='{"ctm":[1.568627,0.000000,0.000000,1.568627,0.000000,0.000000]}'></div></div> </body> </html>

<div id="pf2" class="pf w0 h0" data-page-no="2"><div class="pc pc2 w0 h0"><img class="bi x0 y0 w1 h1" alt="" src="https://static.pudn.com/prod/directory_preview_static/625d45c3be9ad24cfa7da8ee/bg2.jpg"><div class="c x1 y1 w2 h2"><div class="t m0 x0 h3 y2 ff1 fs0 fc0 sc0 ls0 ws0">版<span class="_ _0"></span>权<span class="_ _0"></span>信<span class="_ _0"></span>息</div><div class="t m0 x0 h4 y3 ff1 fs1 fc0 sc0 ls0 ws0">书名：<span class="ff2">R</span>语言实战（第<span class="ff2">2</span>版）</div><div class="t m0 x0 h4 y4 ff1 fs1 fc0 sc0 ls0 ws0">作者：<span class="ff2">[</span>美<span class="ff2">] Robert I. Kabacoff</span></div><div class="t m0 x0 h4 y5 ff1 fs1 fc0 sc0 ls0 ws0">译者：王小宁　刘撷芯　黄俊文等</div><div class="t m0 x0 h4 y6 ff2 fs1 fc0 sc0 ls0 ws0">ISBN<span class="ff1">：</span>978-7-115-42057-2</div><div class="t m0 x0 h4 y7 ff1 fs1 fc0 sc0 ls0 ws0">本<span class="_ _1"></span>书<span class="_ _1"></span>由<span class="_ _1"></span>北<span class="_ _1"></span>京<span class="_ _1"></span>图<span class="_ _1"></span>灵<span class="_ _1"></span>文<span class="_ _1"></span>化<span class="_ _1"></span>发<span class="_ _1"></span>展<span class="_ _1"></span>有<span class="_ _1"></span>限<span class="_ _1"></span>公<span class="_ _1"></span>司<span class="_ _1"></span>发<span class="_ _1"></span>行<span class="_ _1"></span>数<span class="_ _1"></span>字<span class="_ _1"></span>版<span class="_ _1"></span>。<span class="_ _1"></span>版<span class="_ _1"></span>权<span class="_ _1"></span>所<span class="_ _1"></span>有<span class="_ _1"></span>，<span class="_ _1"></span>侵<span class="_ _1"></span>权<span class="_ _1"></span>必</div><div class="t m0 x0 h4 y8 ff1 fs1 fc0 sc0 ls0 ws0">究<span class="_ _1"></span>。</div><div class="t m0 x0 h4 y9 ff1 fs1 fc0 sc0 ls0 ws0">您购买的图灵电子书仅供您个人使用，未经授权，不得以任何方式复制</div><div class="t m0 x0 h4 ya ff1 fs1 fc0 sc0 ls0 ws0">和传播本书内容。</div><div class="t m0 x0 h4 yb ff1 fs1 fc0 sc0 ls0 ws0">我们愿意相信读者具有这样的良知和觉悟，与我们共同保护知识产权。</div><div class="t m0 x0 h4 yc ff1 fs1 fc0 sc0 ls0 ws0">如果购买者有侵权行为，我们可能对该用户实施包括但不限于关闭该帐</div><div class="t m0 x0 h4 yd ff1 fs1 fc0 sc0 ls0 ws0">号等维权措施，并可能追究法律责任。</div><div class="t m0 x0 h4 ye ff1 fs1 fc0 sc0 ls0 ws0">图灵社区会员<span class="ff2"> </span>人民邮电出版社（<span class="ff2">zhanghaichuan@ptpress.com.cn</span>）<span class="ff2"> </span>专享</div><div class="t m0 x0 h4 yf ff1 fs1 fc0 sc0 ls0 ws0">尊重版权</div></div></div><div class="pi" data-data='{"ctm":[1.568627,0.000000,0.000000,1.568627,0.000000,0.000000]}'></div></div>

<div id="pf3" class="pf w0 h0" data-page-no="3"><div class="pc pc3 w0 h0"><img class="bi x0 y0 w1 h1" alt="" src="https://static.pudn.com/prod/directory_preview_static/625d45c3be9ad24cfa7da8ee/bg3.jpg"><div class="c x1 y1 w2 h2"><div class="t m0 x0 h4 y10 ff1 fs1 fc1 sc0 ls0 ws0">版权声明</div><div class="t m0 x0 h4 y11 ff1 fs1 fc1 sc0 ls0 ws0">对第<span class="ff2">1</span>版的赞誉</div><div class="t m0 x0 h4 y12 ff1 fs1 fc1 sc0 ls0 ws0">致谢</div><div class="t m0 x0 h4 y13 ff1 fs1 fc1 sc0 ls0 ws0">前言</div><div class="t m0 x0 h4 y14 ff1 fs1 fc1 sc0 ls0 ws0">关于本书</div><div class="t m0 x2 h4 y15 ff1 fs1 fc1 sc0 ls0 ws0">第<span class="ff2">2</span>版的不同之处</div><div class="t m0 x2 h4 y16 ff1 fs1 fc1 sc0 ls0 ws0">读者对象</div><div class="t m0 x2 h4 y17 ff1 fs1 fc1 sc0 ls0 ws0">本书结构</div><div class="t m0 x2 h4 y18 ff1 fs1 fc1 sc0 ls0 ws0">对数据挖掘者的建议</div><div class="t m0 x2 h4 y7 ff1 fs1 fc1 sc0 ls0 ws0">例子</div><div class="t m0 x2 h4 y19 ff1 fs1 fc1 sc0 ls0 ws0">排版约定</div><div class="t m0 x2 h4 y1a ff1 fs1 fc1 sc0 ls0 ws0">作者在线</div><div class="t m0 x0 h4 y9 ff1 fs1 fc1 sc0 ls0 ws0">关于封面图片</div><div class="t m0 x0 h4 y1b ff1 fs1 fc1 sc0 ls0 ws0">第一部分　入门</div><div class="t m0 x0 h4 y1c ff1 fs1 fc1 sc0 ls0 ws0">第<span class="ff2"> 1 </span>章　<span class="ff2">R</span>语言介绍</div><div class="t m0 x2 h4 y1d ff2 fs1 fc1 sc0 ls0 ws0">1.1<span class="ff1">　为何要使用</span>R</div><div class="t m0 x2 h4 y1e ff2 fs1 fc1 sc0 ls0 ws0">1.2<span class="ff1">　</span>R<span class="ff1">的获取和安装</span></div><div class="t m0 x2 h4 y1f ff2 fs1 fc1 sc0 ls0 ws0">1.3<span class="ff1">　</span>R<span class="ff1">的使用</span></div><div class="t m0 x3 h4 y20 ff2 fs1 fc1 sc0 ls0 ws0">1.3.1<span class="ff1">　新手上路</span></div><div class="t m0 x3 h4 y21 ff2 fs1 fc1 sc0 ls0 ws0">1.3.2<span class="ff1">　获取帮助</span></div><div class="t m0 x3 h4 y22 ff2 fs1 fc1 sc0 ls0 ws0">1.3.3<span class="ff1">　工作空间</span></div><div class="t m0 x3 h4 y23 ff2 fs1 fc1 sc0 ls0 ws0">1.3.4<span class="ff1">　输入和输出</span></div><div class="t m0 x2 h4 y24 ff2 fs1 fc1 sc0 ls0 ws0">1.4<span class="ff1">　包</span></div><div class="t m0 x3 h4 y25 ff2 fs1 fc1 sc0 ls0 ws0">1.4.1<span class="ff1">　什么是包</span></div><div class="t m0 x3 h4 y26 ff2 fs1 fc1 sc0 ls0 ws0">1.4.2<span class="ff1">　包的安装</span></div><div class="t m0 x3 h4 y27 ff2 fs1 fc1 sc0 ls0 ws0">1.4.3<span class="ff1">　包的载入</span></div><div class="t m0 x3 h4 y28 ff2 fs1 fc1 sc0 ls0 ws0">1.4.4<span class="ff1">　包的使用方法</span></div><div class="t m0 x2 h4 y29 ff2 fs1 fc1 sc0 ls0 ws0">1.5<span class="ff1">　批处理</span></div></div><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a></div><div class="pi" data-data='{"ctm":[1.568627,0.000000,0.000000,1.568627,0.000000,0.000000]}'></div></div>

<div id="pf4" class="pf w0 h0" data-page-no="4"><div class="pc pc4 w0 h0"><img class="bi x0 y0 w1 h1" alt="" src="https://static.pudn.com/prod/directory_preview_static/625d45c3be9ad24cfa7da8ee/bg4.jpg"><div class="c x1 y1 w2 h2"><div class="t m0 x2 h4 y10 ff2 fs1 fc1 sc0 ls0 ws0">1.6<span class="ff1">　将输出用为输入：结果的重用</span></div><div class="t m0 x2 h4 y11 ff2 fs1 fc1 sc0 ls0 ws0">1.7<span class="ff1">　处理大数据集</span></div><div class="t m0 x2 h4 y12 ff2 fs1 fc1 sc0 ls0 ws0">1.8<span class="ff1">　示例实践</span></div><div class="t m0 x2 h4 y13 ff2 fs1 fc1 sc0 ls0 ws0">1.9<span class="ff1">　小结</span></div><div class="t m0 x0 h4 y14 ff1 fs1 fc1 sc0 ls0 ws0">第<span class="ff2"> 2 </span>章　创建数据集</div><div class="t m0 x2 h4 y15 ff2 fs1 fc1 sc0 ls0 ws0">2.1<span class="ff1">　数据集的概念</span></div><div class="t m0 x2 h4 y16 ff2 fs1 fc1 sc0 ls0 ws0">2.2<span class="ff1">　数据结构</span></div><div class="t m0 x3 h4 y17 ff2 fs1 fc1 sc0 ls0 ws0">2.2.1<span class="ff1">　向量</span></div><div class="t m0 x3 h4 y18 ff2 fs1 fc1 sc0 ls0 ws0">2.2.2<span class="ff1">　矩阵</span></div><div class="t m0 x3 h4 y7 ff2 fs1 fc1 sc0 ls0 ws0">2.2.3<span class="ff1">　数组</span></div><div class="t m0 x3 h4 y19 ff2 fs1 fc1 sc0 ls0 ws0">2.2.4<span class="ff1">　数据框</span></div><div class="t m0 x3 h4 y1a ff2 fs1 fc1 sc0 ls0 ws0">2.2.5<span class="ff1">　因子</span></div><div class="t m0 x3 h4 y9 ff2 fs1 fc1 sc0 ls0 ws0">2.2.6<span class="ff1">　列表</span></div><div class="t m0 x2 h4 y1b ff2 fs1 fc1 sc0 ls0 ws0">2.3<span class="ff1">　数据的输入</span></div><div class="t m0 x3 h4 y1c ff2 fs1 fc1 sc0 ls0 ws0">2.3.1<span class="ff1">　使用键盘输入数据</span></div><div class="t m0 x3 h4 y1d ff2 fs1 fc1 sc0 ls0 ws0">2.3.2<span class="ff1">　从带分隔符的文本文件导入数据</span></div><div class="t m0 x3 h4 y1e ff2 fs1 fc1 sc0 ls0 ws0">2.3.3<span class="ff1">　导入</span>Excel<span class="ff1">数据</span></div><div class="t m0 x3 h4 y1f ff2 fs1 fc1 sc0 ls0 ws0">2.3.4<span class="ff1">　导入</span>XML<span class="ff1">数据</span></div><div class="t m0 x3 h4 y20 ff2 fs1 fc1 sc0 ls0 ws0">2.3.5<span class="ff1">　从网页抓取数据</span></div><div class="t m0 x3 h4 y21 ff2 fs1 fc1 sc0 ls0 ws0">2.3.6<span class="ff1">　导入</span>SPSS<span class="ff1">数据</span></div><div class="t m0 x3 h4 y22 ff2 fs1 fc1 sc0 ls0 ws0">2.3.7<span class="ff1">　导入</span>SAS<span class="ff1">数据</span></div><div class="t m0 x3 h4 y23 ff2 fs1 fc1 sc0 ls0 ws0">2.3.8<span class="ff1">　导入</span>Stata<span class="ff1">数据</span></div><div class="t m0 x3 h4 y24 ff2 fs1 fc1 sc0 ls0 ws0">2.3.9<span class="ff1">　导入</span>NetCDF<span class="ff1">数据</span></div><div class="t m0 x3 h4 y25 ff2 fs1 fc1 sc0 ls0 ws0">2.3.10<span class="ff1">　导入</span>HDF5<span class="ff1">数据</span></div><div class="t m0 x3 h4 y26 ff2 fs1 fc1 sc0 ls0 ws0">2.3.11<span class="ff1">　访问数据库管理系统</span></div><div class="t m0 x3 h4 y27 ff2 fs1 fc1 sc0 ls0 ws0">2.3.12<span class="ff1">　通过</span>Stat/Transfer<span class="ff1">导入数据</span></div><div class="t m0 x2 h4 y28 ff2 fs1 fc1 sc0 ls0 ws0">2.4<span class="ff1">　数据集的标注</span></div><div class="t m0 x3 h4 y29 ff2 fs1 fc1 sc0 ls0 ws0">2.4.1<span class="ff1">　变量标签</span></div></div><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d 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rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a></div><div class="pi" data-data='{"ctm":[1.568627,0.000000,0.000000,1.568627,0.000000,0.000000]}'></div></div>

<div id="pf5" class="pf w0 h0" data-page-no="5"><div class="pc pc5 w0 h0"><img class="bi x0 y0 w1 h1" alt="" src="https://static.pudn.com/prod/directory_preview_static/625d45c3be9ad24cfa7da8ee/bg5.jpg"><div class="c x1 y1 w2 h2"><div class="t m0 x3 h4 y10 ff2 fs1 fc1 sc0 ls0 ws0">2.4.2<span class="ff1">　值标签</span></div><div class="t m0 x2 h4 y11 ff2 fs1 fc1 sc0 ls0 ws0">2.5<span class="ff1">　处理数据对象的实用函数</span></div><div class="t m0 x2 h4 y12 ff2 fs1 fc1 sc0 ls0 ws0">2.6<span class="ff1">　小结</span></div><div class="t m0 x0 h4 y13 ff1 fs1 fc1 sc0 ls0 ws0">第<span class="ff2"> 3 </span>章　图形初阶</div><div class="t m0 x2 h4 y14 ff2 fs1 fc1 sc0 ls0 ws0">3.1<span class="ff1">　使用图形</span></div><div class="t m0 x2 h4 y15 ff2 fs1 fc1 sc0 ls0 ws0">3.2<span class="ff1">　一个简单的例子</span></div><div class="t m0 x2 h4 y16 ff2 fs1 fc1 sc0 ls0 ws0">3.3<span class="ff1">　图形参数</span></div><div class="t m0 x3 h4 y17 ff2 fs1 fc1 sc0 ls0 ws0">3.3.1<span class="ff1">　符号和线条</span></div><div class="t m0 x3 h4 y18 ff2 fs1 fc1 sc0 ls0 ws0">3.3.2<span class="ff1">　颜色</span></div><div class="t m0 x3 h4 y7 ff2 fs1 fc1 sc0 ls0 ws0">3.3.3<span class="ff1">　文本属性</span></div><div class="t m0 x3 h4 y19 ff2 fs1 fc1 sc0 ls0 ws0">3.3.4<span class="ff1">　图形尺寸与边界尺寸</span></div><div class="t m0 x2 h4 y1a ff2 fs1 fc1 sc0 ls0 ws0">3.4<span class="ff1">　添加文本、自定义坐标轴和图例</span></div><div class="t m0 x3 h4 y9 ff2 fs1 fc1 sc0 ls0 ws0">3.4.1<span class="ff1">　标题</span></div><div class="t m0 x3 h4 y1b ff2 fs1 fc1 sc0 ls0 ws0">3.4.2<span class="ff1">　坐标轴</span></div><div class="t m0 x3 h4 y1c ff2 fs1 fc1 sc0 ls0 ws0">3.4.3<span class="ff1">　参考线</span></div><div class="t m0 x3 h4 y1d ff2 fs1 fc1 sc0 ls0 ws0">3.4.4<span class="ff1">　图例</span></div><div class="t m0 x3 h4 y1e ff2 fs1 fc1 sc0 ls0 ws0">3.4.5<span class="ff1">　文本标注</span></div><div class="t m0 x3 h4 y1f ff2 fs1 fc1 sc0 ls0 ws0">3.4.6<span class="ff1">　数学标注</span></div><div class="t m0 x2 h4 y20 ff2 fs1 fc1 sc0 ls0 ws0">3.5<span class="ff1">　图形的组合</span></div><div class="t m0 x3 h4 y21 ff1 fs1 fc1 sc0 ls0 ws0">图形布局的精细控制</div><div class="t m0 x2 h4 y22 ff2 fs1 fc1 sc0 ls0 ws0">3.6<span class="ff1">　小结</span></div><div class="t m0 x0 h4 y23 ff1 fs1 fc1 sc0 ls0 ws0">第<span class="ff2"> 4 </span>章　基本数据管理</div><div class="t m0 x2 h4 y24 ff2 fs1 fc1 sc0 ls0 ws0">4.1<span class="ff1">　一个示例</span></div><div class="t m0 x2 h4 y25 ff2 fs1 fc1 sc0 ls0 ws0">4.2<span class="ff1">　创建新变量</span></div><div class="t m0 x2 h4 y26 ff2 fs1 fc1 sc0 ls0 ws0">4.3<span class="ff1">　变量的重编码</span></div><div class="t m0 x2 h4 y27 ff2 fs1 fc1 sc0 ls0 ws0">4.4<span class="ff1">　变量的重命名</span></div><div class="t m0 x2 h4 y28 ff2 fs1 fc1 sc0 ls0 ws0">4.5<span class="ff1">　缺失值</span></div><div class="t m0 x3 h4 y29 ff2 fs1 fc1 sc0 ls0 ws0">4.5.1<span class="ff1">　重编码某些值为缺失值</span></div></div><a class="l" rel='nofollow' onclick='return false;'><div class="d m1"></div></a><a class="l" rel='nofollow' onclick='return false;'><div class="d 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