Kolaczyk E.D.:
Statistical Analysis of Network Data: Methods and Models. Springer, Berlin 2009.
Amazon.
Dean Lusher; Johan Koskinen; Garry Robins:
Exponential Random Graph Models for Social Networks Theory, Methods, and Applications. CUP, 2012.
CUP
Kolaczyk, Eric D., Csárdi, Gábor: Statistical Analysis of Network Data with R, 2nd ed..
Springer, 2020.
Gabor Csardi, Tamas Nepusz, Edoardo M. Airoldi: Statistical Network Analysis with igraph.
manuscript
Eric D. Kolaczyk: Topics at the Frontier of Statistics and Network Analysis: (Re)Visiting the Foundations (SemStat Elements)
Eric D. Kolaczyk: Statistical Analysis of Network Data: Methods and Models. Springer-Verlag, New York, 2009
Massimo Franceschetti, Ronald Meester: Random Networks for Communication: From Statistical Physics to Information Systems. Cambridge Series in Statistical and Probabilistic Mathematics. Cambridge University Press, 2008
Peter G. Doyle, J. Laurie Snell: Carus Mathematical Monographs Random walks and electric networks.
James E. Gentle: Random Number Generation and Monte Carlo Methods, 2nd ed. Statistics and computing. Springer, 2003
Wolfgang Hörmann, Josef Leydold, Gerhard Derflinger: Automatic Nonuniform Random Variate Generation. Statistics and computing. Springer, 2004
Luc Devroye: Non-Uniform Random Variate Generation. Springer-Verlag, New York, 1986
Pierre Brémaud: Discrete Probability Models and Methods: Probability on Graphs and Trees, Markov Chains and Random Fields, Entropy and Coding. Probability Theory and Stochastic Modelling 78. Springer, 2017
Pierre Brémaud: Markov Chains - Gibbs Fields, Monte Carlo Simulation and Queues, 2 ed. Texts in Applied Mathematics 31. Springer, 2020
Pierre Brémaud: Probability Theory and Stochastic Processes. Springer, 2020
Markus Heydenreich, Remco van der Hofstad: Progress in High-Dimensional Percolation and Random Graphs. CRM Short Courses
-
Annibale, Alessia; Coolen, Anthony C. C.; Roberts, E. S: Generating Random Networks and Graphs. Oxford University Press, 2017
Béla Bollobás, Robert Kozma, Dezső Miklós (eds.): Handbook of Large-Scale Random Networks. Bolyai Society Mathematical Studies 18. Springer, 2008
Nicolas Privault: Understanding Markov Chains, 2nd ed. Springer Undergraduate Mathematics Series. Springer, Singapore, 2018
Carl Graham: Markov Chains: Analytic and Monte Carlo Computations. Wiley Series in Probability and Statistics. Wiley, 2014
Gagniuc, Paul A: Markov chains: from theory to implementation and experimentation. John Wiley & Sons, 2017
Sericola, Bruno: Markov chains: theory, algorithms and applications. Applied stochastic methods series. Iste, 2013
John G. Kemeny, J. Laurie Snell: Finite Markov Chains: With a New Appendix “Generalization of a Fundamental Matrix”. Undergraduate Texts in Mathematics. Springer, 1983
John G. Kemeny, J. Laurie Snell, Anthony W. Knapp: Denumerable Markov Chains: with a chapter of Markov Random Fields by David Griffeath, 2nd ed. Graduate Texts in Mathematics 40. Springer-Verlag, New York, 1976
Geoffrey Grimmett: Probability on Graphs: Random Processes on Graphs and Lattices, 2nd ed. IMS Textbooks.
David J. Marchette: Random graphs for statistical pattern recognition. Wiley series in probability and statistics.
Oded Goldreich: A primer on pseudorandom generators. University Lecture Series 55.American Mathematical Society, 2010
Yuri Suhov, Mark Kelbert: Probability and Statistics by Example: Volume 2, Markov Chains: A Primer in Random Processes and their Applications.
Bryan F.J. Manly: Randomization, Bootstrap and Monte Carlo Methods in Biology, 3rd ed. Texts in Statistical Science. Chapman and Hall/CRC, 2006
Göran Högnäs, Arunava Mukherjea: Probability Measures on Semigroups: Convolution Products, Random Walks and Random Matrices. Probability and Its Applications.
David Diez, Christopher Barr, Mine Cetinkaya-Rundel: Introductory Statistics with Randomization and Simulation. OpenIntro.
Alan Frieze, Michał Karoński: Introduction to Random Graphs. Cambridge University Press, 2016
Ronald T. Kneusel: Random numbers and computers. Springer International Publishing, 2018
Rabi Bhattacharya, Edward C. Waymire: Random Walk Brownian Motion and Martingales. Graduate Texts in Mathematics 292. Springer Nature Switzerland, 2021
Leonard Mlodinow: The Drunkard's Walk: How Randomness Rules Our Lives.
Луис Энрике Сукар: Вероятностные графовые модели. Принципы и приложения. ДМК Пресс, 2021
Rick Durrett: Random Graph Dynamics. Cambridge series in statistical and probabilistic mathematics. Cambridge University Press, 2007
Joel Spencer: The Strange Logic of Random Graphs. Algorithms and Combinatorics 22. Springer-Verlag, Berlin Heidelberg, 2001
Svante Janson, Tomasz Luczak, Andrzej Rucinski: Random graphs. Wiley-Interscience series in discrete mathematics and optimization. John Wiley, 2000
Béla Bollobás: Random Graphs, 2nd ed. Cambridge Studies in Advanced Mathematics 73. Cambridge University Press, 2001
Mathew Penrose: Random geometric graphs. Oxford studies in probability 5. Oxford University Press, 2003
Valentin F. Kolchin: Random graphs. Encyclopedia of mathematics and its applications 53. Cambridge University Press, 1999