高等 测度论
Jun Shao  Mathematical Statistics (2nd ed.)
数理统计引论 陈希孺
高等数理统计 陈希孺（习题解答占了书的一半）
高等数理统计(第2版) 茆诗松
Mathematical Theory of Statistics:Statistical Experiments and Asymptotic Decision Theory
Theory of Statistics 2ed Mark J. Sachervish
Advanced Statistics: Volume 1: Description of Populations ,Shelby J. Haberma
Abstract Inference ,Grenander U.
Mathematical statistics,Borovkov, Alexandr A.
Theoretical Statistics: Topics for a Core Course  Robert W. Keener （书后有解答，适合数学专业统计学研究生课程使用，是2010年Springer出版社刚出版书。密歇根大学教授，他同时是Institute of Mathematical Statistics的fellow）
Korostelev Mathematical Statistics: Asymptotic Minimax Theory
Lehmann,Testing Statistical Hypotheses.3ed
Lehmann,Theory of Point Estimation.2ed
Lehmann,Elements of Large-sample Theory
Asymtotic statistics A.W. van der Vaart
Asymptotic Methods in Statistical Decision Theory.Le Cam,
Advanced Mathematical Statistics I(荆炳义 高等统计学讲义)

辅导书
数理统计习题教程(上下) 李泽慧 J.Bickel 第一版解答
Mathematical Statistics -- Exercises and Solutions，Jun Shao
Mathematical Statistics Problems and Detailed Solutions ，Pestman, Wiebe R. Alberink, Ivo B
数理统计学导论习题详解R.V霍格http://www.docin.com/p-287034823.html
概率论及数理统计（上下）习题解答 许刘俊
A. A. Sveshnikov 的Problems in Probability Theory, Mathematical Statistics and Theory of Random Functions
倪国熙，陈希孺著 线性统计与线性代数 参考资料
Problems and solutions in theoretical statistics， David Roxbee Cox
Exercises in Theoretical Statistics: With Answers and Hints on Solutions by Sir Maurice Kendall
Problems in mathematical statistics G.Ivchenko
Solutions Manual to Mathematical Statistics Asymptotic Minimax Theory http://www.docin.com/p-706903193.html

多元统计
An Introduction to Multivariate Statistical Analysis (T.W.Anderson 3ed)
Aspects of multivariate statistical theory 2ed ROBB J. MUIRHEAD
Methods of Multivariate.Analysis.(2nd.Ed.)ALVIN C. RENCHER
Applied Multivariate Statistical Analysis (3rd editionWolfgang Karl Hrdle, Léopold Simar )有辅导书
Multivariate Statistical Analysis 2nd ed Revised and Expanded By Giri 2004 Marcel dekker Book 有辅导书
Theory of Multivariate Statistics，M.Bilodeau, D.Brenner
Multivariate  Analysis 2ed ,M. Kendall
离散多元分析：理论与实践（Yvonne M.M.Bishop Stephen E.Fienberg Paul W.Holland）
多元统计分析引论，张尧庭 方开泰
应用多元统计分析，高惠璇
Topics in Multivariate Approximation and Interpolation , K. Jetter (Elsevier, 2006)
Multivariate Statistics with R Paul J. Hewson 2009
Applied Multivariate Statistics with SAS Software, Second Edition SAS Institute
Modern Multivariate Statistical Techniques.Regression.classification.and.manifold.learning,Alan Julian Izenman
辅导书
Multivariate Statistics -- Exercises and Solutions, Hardle, Springer 2007
多元统计分析习题选解，吉林大学数学系编写组（Giri 的部分题解）

统计分布论（运用概率统计研究各种分布函数的性质）
Kendall's Advanced Theory of Statistics  vol 1 主要讲分布论（第3版有辅导书）
Norman L. Johnson的Univariate Discrete Distributions, 3ed
Kocherlakota的Bivariate Discrete Distributions
Norman L. Johnson的Discrete Multivariate Distributions Norman
Norman L. Johnson的Continuous Univariate Distributions, Vol. 1，2
N. Balakrishnan的Continuous Bivariate Distributions
Norman L. Johnson的Continuous Multivariate Distributions, Volume 1, Models and Applications, 2nd Edition
N. BALAKRISHNAN的A Primer on Statistical Distributions (2003)
A K Gupta Matrix Variate Distributions
N. Balakrishnan的Advances in Distribution Theory, Order Statistics, and Inference
统计分布,方开泰
Charalambos A. Charalambides 的Combinatorial Methods In Discrete Distributions
Johnson N.L, Kotz S. Urn models and their application (Wiley, 1977) 用瓮模型写的概率论
Christian,Statistical Size Distributions in Economics and Actuarial Sciences
Hogg, Klugman Loss Distributions
Krishnamoorthy,Handbook of statistical distributions with applications(Taylor and Francis, 2006)


随机过程
J.L. Doob (1953), Stochastic processes (2nd ed.). John Wiley & Sons,
Stochastic Processes (Emanuel Parzen)
A First Course In Stochastic Processes(Karlin)
A Second Course In Stochastic Processes(Karlin)
Diffusions, Markov Processes, and Martingales Volume 1，2 David Williams
Essentials Of Stochastic Processes(Durrett)
Introduction to Probability Models, Sheldon M.Ross 10th Edition
Stochastic Process.2nd.Sheldon Ross
Stochastic Processes for Insurance and Finance，Tomasz Rolski
R. Bhattacharya .Stochastic processes with applications. John Wiley & Sons, New York.
S. Resnick (1992), Adventures in stochastic processes. Birkhauser, Boston.
Basics Of Applied Stochastic Processes (2010)Springer Richard Serfozo
Stochastic Processes Lectures Given at Aarhus University,Kyosi Ito
Durret,Essentials of stochastic processes,2012
随机过程 伊藤清
随机过程论—基础、理论、应用（胡迪鹤）
随机过程导论,Edward P.C.Kao
随机过程论【布林斯基,施利亚耶夫】
随机过程论 第1-3卷 И.И.基赫曼等
随机过程通论第1-2卷(王梓坤)
应用随机过程(林元烈)
应用随机过程(张波张景肖)
辅导书
Theory of Stochastic Processes_ With Applications to Financial Mathematics and Risk Theory (Problem Books in Mathematics)
Solution Manual of Introduction to Probability Models 10ed
随机过程疑难分析与解题方法 孙昊、 孙清华
随机过程习题解析(第2版) 陆传赉
随机过程及应用习题集 张晓军