楼主: igs816
1099 34

[其他] A User's Guide to Business Analytics (True PDF) [分享]

泰斗

1%

还不是VIP/贵宾

-

威望
9
论坛币
2400005 个
通用积分
17340.8224
学术水平
2667 点
热心指数
3383 点
信用等级
2489 点
经验
443225 点
帖子
5206
精华
52
在线时间
2863 小时
注册时间
2007-8-6
最后登录
2019-11-20

igs816 在职认证  发表于 2017-10-26 15:10:29 |显示全部楼层
btBIvLMeWfzGOFHC7NfaMHvhdE5GOHy0.jpg
English | 2016 | ISBN: 146659165X | 401 Pages | True PDF | 18 MB
               
                
A User's Guide to Business Analytics provides a comprehensive discussion of statistical methods useful to the business analyst. Methods are developed from a fairly basic level to accommodate readers who have limited training in the theory of statistics. A substantial number of case studies and numerical illustrations using the R-software package are provided for the benefit of motivated beginners who want to get a head start in analytics as well as for experts on the job who will benefit by using this text as a reference book.

The book is comprised of 12 chapters. The first chapter focuses on business analytics, along with its emergence and application, and sets up a context for the whole book. The next three chapters introduce R and provide a comprehensive discussion on descriptive analytics, including numerical data summarization and visual analytics. Chapters five through seven discuss set theory, definitions and counting rules, probability, random variables, and probability distributions, with a number of business scenario examples. These chapters lay down the foundation for predictive analytics and model building.

Chapter eight deals with statistical inference and discusses the most common testing procedures. Chapters nine through twelve deal entirely with predictive analytics. The chapter on regression is quite extensive, dealing with model development and model complexity from a user's perspective. A short chapter on tree-based methods puts forth the main application areas succinctly. The chapter on data mining is a good introduction to the most common machine learning algorithms. The last chapter highlights the role of different time series models in analytics. In all the chapters, the authors showcase a number of examples and case studies and provide guidelines to users in the analytics field.

本帖隐藏的内容

A User's Guide to Business Analytics.pdf (17.78 MB, 售价: 10 个论坛币)


关键词:Analytics Business Analytic Analy Guide

已有 1 人评分经验 收起 理由
xujingtang + 80 奖励积极上传好的资料

总评分: 经验 + 80   查看全部评分

本帖被以下文库推荐

stata SPSS
ccmchy 在职认证  企业认证  发表于 2017-10-26 15:15:43 |显示全部楼层
看看。。
回复

使用道具 举报

纯洁理想奋斗 在职认证  发表于 2017-10-26 15:19:05 |显示全部楼层
回复

使用道具 举报

raymondjx 发表于 2017-10-26 15:28:13 |显示全部楼层
good afternoon
回复

使用道具 举报

allain 在职认证  发表于 2017-10-26 15:32:19 |显示全部楼层
kkkkkkk
回复

使用道具 举报

fengyg 企业认证  发表于 2017-10-26 17:16:12 |显示全部楼层
kankan
回复

使用道具 举报

yazxf 发表于 2017-10-26 17:32:20 |显示全部楼层
谢谢你的书!
回复

使用道具 举报

军旗飞扬 发表于 2017-10-26 18:39:09 |显示全部楼层
谢谢楼主分享!
回复

使用道具 举报

bearfighting 发表于 2017-10-26 18:51:18 |显示全部楼层
好书好书
回复

使用道具 举报

smartlife 在职认证  发表于 2017-10-26 19:09:50 |显示全部楼层
回复

使用道具 举报

您需要登录后才可以回帖 登录 | 我要注册

京ICP备16021002-2号 京B2-20170662号 京公网安备 11010802022788号 论坛法律顾问:王进律师 知识产权保护声明   免责及隐私声明

GMT+8, 2019-11-21 04:48