1
人人都在说谎：赤裸裸的数据真相 = Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are
赛思．斯蒂芬斯--达维多维茨; Seth Stephens-Davidowitz; 胡晓姣，张晨，左润男 译
2
概率论与数理统计
同济大学数学系
3
All of Statistics: A Concise Course in Statistical Inference
Larry Wasserman
4
The Elements of Statistical Learning: Data Mining, Inference, and Prediction (2nd edition) (12print 2017)
Trevor Hastie; Robert Tibshirani; Jerome Friedman
5
概率论与数理统计教程 第三版
茆诗松
6
Data Science with R A Step By Step Guide With Visual Illustrations and Examples
Andrew Oleksy
7
人人都会数据分析：从生活实例学统计
谢运恩
8
概率论与数理统计习题全解指南(浙大第4版)
浙江大学 盛骤 谢式千 潘承毅
9
Statistics: A Very Short Introduction
David J. Hand
10
概率论基础教程
Sheldon M. Ross
11
统计模型：理论和实践（原书第2版）
[美] David A. Freedman
12
漫画统计学
高桥信
13
The Data Detective
Tim Harford
14
Statistics 101: From Data Analysis and Predictive Modeling to Measuring Distribution and Determining Probability, Your Essential Guide to Statistics (Adams 101)
David Borman
15
漫画统计学之回归分析
高桥信
16
应用随机过程概率论模型导论
Sheldon M.Ross
17
概率论与数理统计
陈希孺
18
Mining the Social Web: Data Mining Facebook, Twitter, LinkedIn, Instagram, GitHub, and More
Russell; Matthew A.; Klassen; Mikhail
19
统计学关我什么事：生活中的极简统计学
小岛宽之
20
500 Data Science Interview Questions and Answers
Vamsee Puligadda
21
统计学图鉴（系统梳理统计基础知识，趣味图解统计分析方法，超萌插图×生活化案例，一本超萌的统计学入门书！）（图灵图书）
栗原伸一 & 丸山敦史
22
Estatística - O que é, para que serve, como funciona
Charles Wheelan
23
Principles of Statistical Inference
D. R. Cox
24
漫画统计学之因子分析
高桥信
25
100 Statistical Tests: In R
N.D. Lewis
26
Naked Statistics: Stripping the Dread from the Data
Charles Wheelan
27
Probability and statistics by example. Basic probability and statistics
Suhov Y.; Kelbert M.
28
Introducing Statistics: A Graphic Guide
Eileen Magnello; Borin Van Loon
29
Data Visualization and Exploration with R - A Practical Guide to Using R RStudio and Tidyverse for Data Visualization Exploration and Data Science Applications
Eric Pimpler
30
常識統計學：拆穿混淆的假設、揪出偏差的數據、識破扭曲的結論，耶魯大學最受歡迎的十八堂公開課
蓋瑞．史密斯（Gary Smith）
31
赤裸裸的统计学：除去大数据的枯燥外衣，呈现真实的数字之美
查尔斯·惠伦 (Charles Wheelan)
32
Essential Math for Data Science: Take Control of Your Data with Fundamental Linear Algebra, Probability, and Statistics, First Edition
Thomas Nield
33
Estatística Básica
P. A. Morettin; W. de O. Bussab
34
A First Course in Bayesian Statistical Methods
Peter D. Hoff
35
R数据科学
哈德利 • 威克姆; 加勒特 • 格罗勒芒德; Hadley Wickham; Garrett Grolemund
36
An Introduction to Statistical Learning: with Applications in Python
Gareth James; Daniela Witten; Trevor Hastie; Robert Tibshirani; Jonathan Taylor
37
概率论与数理统计教程（第2版）
茆诗松
38
Statistics, Fourth Edition
David Freedman; Robert Pisani; Roger Purves
39
Regression Modeling Strategies: With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis
Frank E. Harrell; Jr. (auth.)
40
The Art of Statistics: How to Learn from Data
David Spiegelhalter
41
概率论与数理统计
陈希孺
42
现代数学手册(4)随机数学卷
现代数学手册编委会
43
Statistics, Fourth Edition
David Freedman; Robert Pisani; Roger Purves
44
应用回归分析（第5版）
何晓群; 刘文卿
45
Advanced Statistics Demystified
Stephens; Larry J
46
Statistique Et Probabilités : Cours Et Exercices Corrigées
Jean-PIerre Le Coutre
47
概率论与数理统计教程 (第2版) 习题与解答
茆诗松; 程依明; 濮晓龙
48
统计学（第六版）
贾俊平; 何晓群; 金勇进
49
深入浅出统计学: Head First Statistics
格里菲思; 李芳
50
肥尾效应（《黑天鹅》《反脆弱》作者塔勒布量化投资开山之作，管理尾部风险，应对不确定的世界。这本书即使只读懂10%，也会令你受益匪浅！）
纳西姆·尼古拉斯·塔勒布