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<!DOCTYPE html>
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<title>R语言玩转金融与体彩数据分析 | R语言玩转金融与体彩数据分析</title>
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<meta name="twitter:title" content="R语言玩转金融与体彩数据分析 | R语言玩转金融与体彩数据分析" />
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<meta name="author" content="(®γσ, ξηg）雷欧，黄联富 ®" />
<meta name="date" content="2022-06-09" />
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<ul class="summary">
<li><a href="./">R语言玩转金融与体彩数据分析</a></li>
<li class="divider"></li>
<li class="chapter" data-level="1" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i><b>1</b> 前言</a></li>
<li class="chapter" data-level="2" data-path="intro.html"><a href="intro.html"><i class="fa fa-check"></i><b>2</b> 介绍</a>
<ul>
<li class="chapter" data-level="2.1" data-path="intro.html"><a href="intro.html#r语言与rstudio"><i class="fa fa-check"></i><b>2.1</b> R语言与RStudio</a></li>
<li class="chapter" data-level="2.2" data-path="intro.html"><a href="intro.html#shiny应用"><i class="fa fa-check"></i><b>2.2</b> Shiny应用</a></li>
<li class="chapter" data-level="2.3" data-path="intro.html"><a href="intro.html#调用其它语言程序"><i class="fa fa-check"></i><b>2.3</b> 调用其它语言程序</a></li>
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<li class="chapter" data-level="3" data-path="analytics.html"><a href="analytics.html"><i class="fa fa-check"></i><b>3</b> 数据分析</a>
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<li class="chapter" data-level="3.1" data-path="analytics.html"><a href="analytics.html#读存数据"><i class="fa fa-check"></i><b>3.1</b> 读存数据</a>
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<li class="chapter" data-level="3.1.1" data-path="analytics.html"><a href="analytics.html#本地文件"><i class="fa fa-check"></i><b>3.1.1</b> 本地文件</a></li>
<li class="chapter" data-level="3.1.2" data-path="analytics.html"><a href="analytics.html#外来文件"><i class="fa fa-check"></i><b>3.1.2</b> 外来文件</a></li>
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<li class="chapter" data-level="3.2" data-path="analytics.html"><a href="analytics.html#采集网络数据"><i class="fa fa-check"></i><b>3.2</b> 采集网络数据</a>
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<li class="chapter" data-level="3.2.1" data-path="analytics.html"><a href="analytics.html#普通采集"><i class="fa fa-check"></i><b>3.2.1</b> 普通采集</a></li>
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<li class="chapter" data-level="3.3" data-path="analytics.html"><a href="analytics.html#数据处理"><i class="fa fa-check"></i><b>3.3</b> 数据处理</a>
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<li class="chapter" data-level="3.3.2" data-path="analytics.html"><a href="analytics.html#数据框与矩阵"><i class="fa fa-check"></i><b>3.3.2</b> 数据框与矩阵</a></li>
<li class="chapter" data-level="3.3.3" data-path="analytics.html"><a href="analytics.html#列表与嵌套数据"><i class="fa fa-check"></i><b>3.3.3</b> 列表与嵌套数据</a></li>
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<li class="chapter" data-level="3.3.5" data-path="analytics.html"><a href="analytics.html#数据库"><i class="fa fa-check"></i><b>3.3.5</b> 数据库</a></li>
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<li class="chapter" data-level="3.4" data-path="analytics.html"><a href="analytics.html#数据分析程序包"><i class="fa fa-check"></i><b>3.4</b> 数据分析程序包</a></li>
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<li class="chapter" data-level="4" data-path="stats.html"><a href="stats.html"><i class="fa fa-check"></i><b>4</b> 统计模式</a>
<ul>
<li class="chapter" data-level="4.1" data-path="stats.html"><a href="stats.html#基本统计学"><i class="fa fa-check"></i><b>4.1</b> 基本统计学</a>
<ul>
<li class="chapter" data-level="4.1.1" data-path="stats.html"><a href="stats.html#线性模型"><i class="fa fa-check"></i><b>4.1.1</b> 线性模型</a></li>
<li class="chapter" data-level="4.1.2" data-path="stats.html"><a href="stats.html#广义型线性模型"><i class="fa fa-check"></i><b>4.1.2</b> 广义型线性模型</a></li>
<li class="chapter" data-level="4.1.3" data-path="stats.html"><a href="stats.html#最优模型选择"><i class="fa fa-check"></i><b>4.1.3</b> 最优模型选择</a></li>
</ul></li>
<li class="chapter" data-level="4.2" data-path="stats.html"><a href="stats.html#高级统计学"><i class="fa fa-check"></i><b>4.2</b> 高级统计学</a>
<ul>
<li class="chapter" data-level="4.2.1" data-path="stats.html"><a href="stats.html#极大似然估计"><i class="fa fa-check"></i><b>4.2.1</b> 极大似然估计</a></li>
<li class="chapter" data-level="4.2.2" data-path="stats.html"><a href="stats.html#蒙地卡罗"><i class="fa fa-check"></i><b>4.2.2</b> 蒙地卡罗</a></li>
<li class="chapter" data-level="4.2.3" data-path="stats.html"><a href="stats.html#马尔可夫链"><i class="fa fa-check"></i><b>4.2.3</b> 马尔可夫链</a></li>
<li class="chapter" data-level="4.2.4" data-path="stats.html"><a href="stats.html#隐马尔可夫链"><i class="fa fa-check"></i><b>4.2.4</b> 隐马尔可夫链</a></li>
<li class="chapter" data-level="4.2.5" data-path="stats.html"><a href="stats.html#贝叶斯分析"><i class="fa fa-check"></i><b>4.2.5</b> 贝叶斯分析</a></li>
</ul></li>
<li class="chapter" data-level="4.3" data-path="stats.html"><a href="stats.html#统计学程序包"><i class="fa fa-check"></i><b>4.3</b> 统计学程序包</a></li>
</ul></li>
<li class="chapter" data-level="5" data-path="finance.html"><a href="finance.html"><i class="fa fa-check"></i><b>5</b> 金融交易</a>
<ul>
<li class="chapter" data-level="5.1" data-path="finance.html"><a href="finance.html#金融交易"><i class="fa fa-check"></i><b>5.1</b> 金融交易</a>
<ul>
<li class="chapter" data-level="5.1.1" data-path="finance.html"><a href="finance.html#金融交易介绍"><i class="fa fa-check"></i><b>5.1.1</b> 金融交易介绍</a></li>
<li class="chapter" data-level="5.1.2" data-path="finance.html"><a href="finance.html#金融数据"><i class="fa fa-check"></i><b>5.1.2</b> 金融数据</a></li>
<li class="chapter" data-level="5.1.3" data-path="finance.html"><a href="finance.html#金融交易统计模型介绍"><i class="fa fa-check"></i><b>5.1.3</b> 金融交易统计模型介绍</a></li>
</ul></li>
<li class="chapter" data-level="5.2" data-path="finance.html"><a href="finance.html#单变量统计模型"><i class="fa fa-check"></i><b>5.2</b> 单变量统计模型</a>
<ul>
<li class="chapter" data-level="5.2.1" data-path="finance.html"><a href="finance.html#lassoelasticnetridge模型"><i class="fa fa-check"></i><b>5.2.1</b> LASSO、ElasticNet、RIDGE模型</a></li>
<li class="chapter" data-level="5.2.2" data-path="finance.html"><a href="finance.html#arima模型"><i class="fa fa-check"></i><b>5.2.2</b> Arima模型</a></li>
<li class="chapter" data-level="5.2.3" data-path="finance.html"><a href="finance.html#指数平滑法"><i class="fa fa-check"></i><b>5.2.3</b> 指数平滑法</a></li>
<li class="chapter" data-level="5.2.4" data-path="finance.html"><a href="finance.html#garch模型"><i class="fa fa-check"></i><b>5.2.4</b> GARCH模型</a></li>
</ul></li>
<li class="chapter" data-level="5.3" data-path="finance.html"><a href="finance.html#多变量统计模型"><i class="fa fa-check"></i><b>5.3</b> 多变量统计模型</a>
<ul>
<li class="chapter" data-level="5.3.1" data-path="finance.html"><a href="finance.html#garch模型-1"><i class="fa fa-check"></i><b>5.3.1</b> GARCH模型</a></li>
<li class="chapter" data-level="5.3.2" data-path="finance.html"><a href="finance.html#section"><i class="fa fa-check"></i><b>5.3.2</b> </a></li>
</ul></li>
<li class="chapter" data-level="5.4" data-path="finance.html"><a href="finance.html#高频率交易模型"><i class="fa fa-check"></i><b>5.4</b> 高频率交易模型</a>
<ul>
<li class="chapter" data-level="5.4.1" data-path="finance.html"><a href="finance.html#seasonal-arima"><i class="fa fa-check"></i><b>5.4.1</b> Seasonal ARIMA</a></li>
<li class="chapter" data-level="5.4.2" data-path="finance.html"><a href="finance.html#midas模型"><i class="fa fa-check"></i><b>5.4.2</b> MIDAS模型</a></li>
<li class="chapter" data-level="5.4.3" data-path="finance.html"><a href="finance.html#midas-garch"><i class="fa fa-check"></i><b>5.4.3</b> MIDAS-GARCH</a></li>
<li class="chapter" data-level="5.4.4" data-path="finance.html"><a href="finance.html#garch模型-2"><i class="fa fa-check"></i><b>5.4.4</b> GARCH模型</a></li>
</ul></li>
<li class="chapter" data-level="5.5" data-path="finance.html"><a href="finance.html#其它统计模型"><i class="fa fa-check"></i><b>5.5</b> 其它统计模型</a>
<ul>
<li class="chapter" data-level="5.5.1" data-path="finance.html"><a href="finance.html#levy-process"><i class="fa fa-check"></i><b>5.5.1</b> Levy Process</a></li>
<li class="chapter" data-level="5.5.2" data-path="finance.html"><a href="finance.html#wavelet-tranforms"><i class="fa fa-check"></i><b>5.5.2</b> Wavelet Tranforms</a></li>
</ul></li>
<li class="chapter" data-level="5.6" data-path="finance.html"><a href="finance.html#投资管理"><i class="fa fa-check"></i><b>5.6</b> 投资管理</a>
<ul>
<li class="chapter" data-level="5.6.1" data-path="finance.html"><a href="finance.html#投资风险管理"><i class="fa fa-check"></i><b>5.6.1</b> 投资风险管理</a></li>
<li class="chapter" data-level="5.6.2" data-path="finance.html"><a href="finance.html#基金管理"><i class="fa fa-check"></i><b>5.6.2</b> 基金管理</a></li>
<li class="chapter" data-level="5.6.3" data-path="finance.html"><a href="finance.html#多元基金管理"><i class="fa fa-check"></i><b>5.6.3</b> 多元基金管理</a></li>
<li class="chapter" data-level="5.6.4" data-path="finance.html"><a href="finance.html#基金评估"><i class="fa fa-check"></i><b>5.6.4</b> 基金评估</a></li>
</ul></li>
<li class="chapter" data-level="5.7" data-path="finance.html"><a href="finance.html#金融交易程序包"><i class="fa fa-check"></i><b>5.7</b> 金融交易程序包</a></li>
</ul></li>
<li class="chapter" data-level="6" data-path="sportsbook.html"><a href="sportsbook.html"><i class="fa fa-check"></i><b>6</b> 体彩交易</a>
<ul>
<li class="chapter" data-level="6.1" data-path="sportsbook.html"><a href="sportsbook.html#体彩交易"><i class="fa fa-check"></i><b>6.1</b> 体彩交易</a>
<ul>
<li class="chapter" data-level="6.1.1" data-path="sportsbook.html"><a href="sportsbook.html#体彩交易介绍"><i class="fa fa-check"></i><b>6.1.1</b> 体彩交易介绍</a></li>
<li class="chapter" data-level="6.1.2" data-path="sportsbook.html"><a href="sportsbook.html#体彩数据"><i class="fa fa-check"></i><b>6.1.2</b> 体彩数据</a></li>
<li class="chapter" data-level="6.1.3" data-path="sportsbook.html"><a href="sportsbook.html#体彩交易统计模型介绍"><i class="fa fa-check"></i><b>6.1.3</b> 体彩交易统计模型介绍</a></li>
</ul></li>
<li class="chapter" data-level="6.2" data-path="sportsbook.html"><a href="sportsbook.html#足球赔率建模"><i class="fa fa-check"></i><b>6.2</b> 足球赔率建模</a>
<ul>
<li class="chapter" data-level="6.2.1" data-path="sportsbook.html"><a href="sportsbook.html#单变量泊松模型"><i class="fa fa-check"></i><b>6.2.1</b> 单变量泊松模型</a></li>
<li class="chapter" data-level="6.2.2" data-path="sportsbook.html"><a href="sportsbook.html#多变量泊松模型"><i class="fa fa-check"></i><b>6.2.2</b> 多变量泊松模型</a></li>
<li class="chapter" data-level="6.2.3" data-path="sportsbook.html"><a href="sportsbook.html#logistic模型"><i class="fa fa-check"></i><b>6.2.3</b> Logistic模型</a></li>
<li class="chapter" data-level="6.2.4" data-path="sportsbook.html"><a href="sportsbook.html#section-1"><i class="fa fa-check"></i><b>6.2.4</b> </a></li>
</ul></li>
<li class="chapter" data-level="6.3" data-path="sportsbook.html"><a href="sportsbook.html#足彩投注模型"><i class="fa fa-check"></i><b>6.3</b> 足彩投注模型</a>
<ul>
<li class="chapter" data-level="6.3.1" data-path="sportsbook.html"><a href="sportsbook.html#普通投注模型"><i class="fa fa-check"></i><b>6.3.1</b> 普通投注模型</a></li>
<li class="chapter" data-level="6.3.2" data-path="sportsbook.html"><a href="sportsbook.html#凯利投注模型"><i class="fa fa-check"></i><b>6.3.2</b> 凯利投注模型</a></li>
<li class="chapter" data-level="6.3.3" data-path="sportsbook.html"><a href="sportsbook.html#ohlc与garch应用"><i class="fa fa-check"></i><b>6.3.3</b> OHLC与GARCH应用</a></li>
</ul></li>
<li class="chapter" data-level="6.4" data-path="sportsbook.html"><a href="sportsbook.html#投资管理-1"><i class="fa fa-check"></i><b>6.4</b> 投资管理</a></li>
<li class="chapter" data-level="6.5" data-path="sportsbook.html"><a href="sportsbook.html#体彩交易程序包"><i class="fa fa-check"></i><b>6.5</b> 体彩交易程序包</a></li>
</ul></li>
<li class="chapter" data-level="7" data-path="lottery.html"><a href="lottery.html"><i class="fa fa-check"></i><b>7</b> 彩票、轮盘、老虎机与宾果</a>
<ul>
<li class="chapter" data-level="7.1" data-path="lottery.html"><a href="lottery.html#彩票分析与预测"><i class="fa fa-check"></i><b>7.1</b> 彩票分析与预测</a>
<ul>
<li class="chapter" data-level="7.1.1" data-path="lottery.html"><a href="lottery.html#数据与统计建模"><i class="fa fa-check"></i><b>7.1.1</b> 数据与统计建模</a></li>
<li class="chapter" data-level="7.1.2" data-path="lottery.html"><a href="lottery.html#投注模式与回酬"><i class="fa fa-check"></i><b>7.1.2</b> 投注模式与回酬</a></li>
</ul></li>
<li class="chapter" data-level="7.2" data-path="lottery.html"><a href="lottery.html#轮盘分析与预测"><i class="fa fa-check"></i><b>7.2</b> 轮盘分析与预测</a>
<ul>
<li class="chapter" data-level="7.2.1" data-path="lottery.html"><a href="lottery.html#数据与统计建模-1"><i class="fa fa-check"></i><b>7.2.1</b> 数据与统计建模</a></li>
<li class="chapter" data-level="7.2.2" data-path="lottery.html"><a href="lottery.html#投注模式与回酬-1"><i class="fa fa-check"></i><b>7.2.2</b> 投注模式与回酬</a></li>
</ul></li>
<li class="chapter" data-level="7.3" data-path="lottery.html"><a href="lottery.html#老虎机分析与预测"><i class="fa fa-check"></i><b>7.3</b> 老虎机分析与预测</a>
<ul>
<li class="chapter" data-level="7.3.1" data-path="lottery.html"><a href="lottery.html#数据与统计建模-2"><i class="fa fa-check"></i><b>7.3.1</b> 数据与统计建模</a></li>
<li class="chapter" data-level="7.3.2" data-path="lottery.html"><a href="lottery.html#投注模式与回酬-2"><i class="fa fa-check"></i><b>7.3.2</b> 投注模式与回酬</a></li>
</ul></li>
<li class="chapter" data-level="7.4" data-path="lottery.html"><a href="lottery.html#宾果分析与预测"><i class="fa fa-check"></i><b>7.4</b> 宾果分析与预测</a>
<ul>
<li class="chapter" data-level="7.4.1" data-path="lottery.html"><a href="lottery.html#数据与统计建模-3"><i class="fa fa-check"></i><b>7.4.1</b> 数据与统计建模</a></li>
<li class="chapter" data-level="7.4.2" data-path="lottery.html"><a href="lottery.html#投注模式与回酬-3"><i class="fa fa-check"></i><b>7.4.2</b> 投注模式与回酬</a></li>
</ul></li>
</ul></li>
<li class="chapter" data-level="8" data-path="hft.html"><a href="hft.html"><i class="fa fa-check"></i><b>8</b> 高效率编程</a>
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<li class="chapter" data-level="8.1" data-path="hft.html"><a href="hft.html#环境"><i class="fa fa-check"></i><b>8.1</b> 环境</a></li>
<li class="chapter" data-level="8.2" data-path="hft.html"><a href="hft.html#高效数据处理"><i class="fa fa-check"></i><b>8.2</b> 高效数据处理</a></li>
<li class="chapter" data-level="8.3" data-path="hft.html"><a href="hft.html#高效统计建模"><i class="fa fa-check"></i><b>8.3</b> 高效统计建模</a></li>
<li class="chapter" data-level="8.4" data-path="hft.html"><a href="hft.html#高效率与高级r语言参考书"><i class="fa fa-check"></i><b>8.4</b> 高效率与高级R语言参考书</a></li>
</ul></li>
<li class="chapter" data-level="9" data-path="fund.html"><a href="fund.html"><i class="fa fa-check"></i><b>9</b> 基金与投资者管理模型</a>
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<li class="chapter" data-level="9.1" data-path="fund.html"><a href="fund.html#多元化基金管理"><i class="fa fa-check"></i><b>9.1</b> 多元化基金管理</a>
<ul>
<li class="chapter" data-level="9.1.1" data-path="fund.html"><a href="fund.html#多元化基金评估"><i class="fa fa-check"></i><b>9.1.1</b> 多元化基金评估</a></li>
<li class="chapter" data-level="9.1.2" data-path="fund.html"><a href="fund.html#section-2"><i class="fa fa-check"></i><b>9.1.2</b> </a></li>
</ul></li>
<li class="chapter" data-level="9.2" data-path="fund.html"><a href="fund.html#投资者管理"><i class="fa fa-check"></i><b>9.2</b> 投资者管理</a>
<ul>
<li class="chapter" data-level="9.2.1" data-path="fund.html"><a href="fund.html#投资者资金流动统计建模"><i class="fa fa-check"></i><b>9.2.1</b> 投资者资金流动统计建模</a></li>
<li class="chapter" data-level="9.2.2" data-path="fund.html"><a href="fund.html#section-3"><i class="fa fa-check"></i><b>9.2.2</b> </a></li>
</ul></li>
</ul></li>
<li class="chapter" data-level="10" data-path="algorithm.html"><a href="algorithm.html"><i class="fa fa-check"></i><b>10</b> 程序交易</a>
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<li class="chapter" data-level="10.1" data-path="algorithm.html"><a href="algorithm.html#交易自动化"><i class="fa fa-check"></i><b>10.1</b> 交易自动化</a>
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<li class="chapter" data-level="10.1.1" data-path="algorithm.html"><a href="algorithm.html#数据连接自动化"><i class="fa fa-check"></i><b>10.1.1</b> 数据连接自动化</a></li>
<li class="chapter" data-level="10.1.2" data-path="algorithm.html"><a href="algorithm.html#统计运算自动化"><i class="fa fa-check"></i><b>10.1.2</b> 统计运算自动化</a></li>
<li class="chapter" data-level="10.1.3" data-path="algorithm.html"><a href="algorithm.html#基金评估自动化"><i class="fa fa-check"></i><b>10.1.3</b> 基金评估自动化</a></li>
<li class="chapter" data-level="10.1.4" data-path="algorithm.html"><a href="algorithm.html#客户管理自动化"><i class="fa fa-check"></i><b>10.1.4</b> 客户管理自动化</a></li>
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<li class="chapter" data-level="10.2" data-path="algorithm.html"><a href="algorithm.html#多客户管理"><i class="fa fa-check"></i><b>10.2</b> 多客户管理</a>
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<li class="chapter" data-level="10.2.1" data-path="algorithm.html"><a href="algorithm.html#多投资者"><i class="fa fa-check"></i><b>10.2.1</b> 多投资者</a></li>
<li class="chapter" data-level="10.2.2" data-path="algorithm.html"><a href="algorithm.html#绩效管理"><i class="fa fa-check"></i><b>10.2.2</b> 绩效管理</a></li>
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<li class="chapter" data-level="10.3" data-path="algorithm.html"><a href="algorithm.html#section-4"><i class="fa fa-check"></i><b>10.3</b> </a></li>
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<li class="chapter" data-level="11" data-path="reference.html"><a href="reference.html"><i class="fa fa-check"></i><b>11</b> 参考文献</a></li>
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<i class="fa fa-circle-o-notch fa-spin"></i><a href="./"><img src='figure/quant-trade.jpg' width='480'><br>R语言玩转金融与体彩数据分析</a>
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<h1 class="title"><img src='figure/quant-trade.jpg' width='480'><br>R语言玩转金融与体彩数据分析</h1>
<h2 class="subtitle"><em>R语言量化交易</em></h2>
<p class="author"><em><a href="https://englianhu.github.io">(®γσ, ξηg）雷欧，黄联富</a> <img src='figure/ENG.png' height='16' align='center' valign='middle'> <img src='figure/quantitative%20trader%201.jpg' height='16' align='center' valign='middle'>®</em></p>
<p class="date"><em>2022-06-09</em></p>
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<div id="preface" class="section level1 hasAnchor" number="1">
<h1><span class="header-section-number">Chapter 1</span> 前言<a href="index.html#preface" class="anchor-section" aria-label="Anchor link to header"></a></h1>
<p><strong>为何辑写此书</strong></p>
<p>本书是在下首次辑写参考书（纯属个人经验分享与心得），此前分享了<strong>如何安装®Studio服务器与Shiny服务器</strong><a href="#fn1" class="footnote-ref" id="fnref1"><sup>1</sup></a>：</p>
<ul>
<li><a href="https://beta.rstudioconnect.com/englianhu/Introducing-RStudio-Server-for-Data-Scientists/Introducing-RStudio-Server-for-Data-Scientists.html">为数据科学家们量身定做の专业统计软件 — ®Studio服务器</a></li>
<li><a href="https://beta.rstudioconnect.com/englianhu/Introducing-RStudio-Server-for-Data-Scientists-Slides/Introducing-RStudio-Server-for-Data-Scientists-slides.html">为数据科学家们量身定做の专业统计软件 — ®Studio服务器（演示文稿）</a></li>
</ul>
<p>在下来自于马来西亚<a href="#fn2" class="footnote-ref" id="fnref2"><sup>2</sup></a>，自2005年入行体彩交易就学习Excel电子表格，而2008年加入<strong>Scicom (MSC) Bhd</strong>后开始接触R语言，并且活跃于<a href="https://d.cosx.org">统计之都论坛</a>与<a href="http://bbs.pinggu.org/forum-69-1.html">经管之家：R语言论坛</a>论坛俩与中国大陆同胞交流，并向前辈高手们学习。</p>
<p>前几年，偶然发现了个R语言的使用者界面<strong>®Studio</strong>后，就觉得非常方便，然后自学在<a href="https://m.do.co/c/aabb124120d0">DigitalOcean.com</a>安装服务器方便随时随地，只要可以上网的地方就可以使用。</p>
<p>前阵子，在下在学习金融交易的时候，无意中发现了本非常实用的经验分享书籍<a href="https://raw.githubusercontent.com/englianhu/binary.com-interview-question/master/reference/Successful%20Algorithmic%20Trading.pdf">Successful Algorithmic Trading</a>，笔者在金融交易的解说，由入门到精通包括编码分享（笔者介绍了R语言、Python、C++以及比较各优缺点），该笔者<strong>Michael Halls</strong><a href="#fn3" class="footnote-ref" id="fnref3"><sup>3</sup></a>与在下一样以经验分享著书之见，在下阅读与学习时深深感受到金融交易的武功秘籍（实用教材）如兮，夫复何求哇！</p>
<p><a href="https://github.com/englianhu/coursera-mastering-software-development-in-r">Coursera Mastering Software Development in R</a>网络课程提供高级R语言编程教导，倘若有兴趣可以点击该链接报读。</p>
<p>在下才疏学浅，仅有约翰霍金斯大学数据科学专业文凭，倘若有何错误之处，涵清多多包涵并指教。此书乃个人经验之谈。希望在同感身受与共而勉之的情况之下，热衷于金融与体彩行业的学者们可以容易着手。</p>
<p>有关如何辑写<code>bookdown::gitbook</code>网络书籍，请参阅<a href="https://bookdown.org/yihui/bookdown/">bookdown: Authoring Books and Technical Documents with R Markdown</a>。</p>
<hr />
<p><a href="http://www.scibrokes.com"><img src="figure/Scibrokes.png" height="14"/> Sςιβrοκεrs Trαdιηg®</a><br>
<span style="color:RoyalBlue"><strong><a href="http://www.scibrokes.com"><img src="figure/Scibrokes.png" height="14"/> 世博量化®</a>企业知识产权及版权所有，盗版必究。</strong></span></p>
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<div class="footnotes">
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<ol start="1">
<li id="fn1"><p><a href="https://github.com/scibrokes/setup-rstudio-server">安装 ®StudioとShiny服务器</a><a href="index.html#fnref1" class="footnote-back">↩︎</a></p></li>
<li id="fn2"><p>个人简历请查阅：<a href="https://beta.rstudioconnect.com/content/3091/ryo-eng.html">®γσ, ENG LIAN HU</a><a href="index.html#fnref2" class="footnote-back">↩︎</a></p></li>
<li id="fn3"><p>更多该作者详情，请参阅<a href="https://www.quantstart.com/successful-algorithmic-trading-ebook">Struggling To Make Profitable Algo Trading Strategies?</a><a href="index.html#fnref3" class="footnote-back">↩︎</a></p></li>
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