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Random Walk, Brownian Motion, and Martingales

Posted By: AvaxGenius
Random Walk, Brownian Motion, and Martingales

Random Walk, Brownian Motion, and Martingales by Rabi Bhattacharya
English | PDF,EPUB | 2021 | 396 Pages | ISBN : 3030789373 | 28.4 MB

This textbook offers an approachable introduction to stochastic processes that explores the four pillars of random walk, branching processes, Brownian motion, and martingales. Building from simple examples, the authors focus on developing context and intuition before formalizing the theory of each topic. This inviting approach illuminates the key ideas and computations in the proofs, forming an ideal basis for further study.

Stochastic Systems with Time Delay

Posted By: AvaxGenius
Stochastic Systems with Time Delay

Stochastic Systems with Time Delay: Probabilistic and Thermodynamic Descriptions of non-Markovian Processes far From Equilibrium by Sarah A.M. Loos
English | PDF,EPUB | 2021 | 296 Pages | ISBN : 3030807703 | 35.4 MB

The nonequilibrium behavior of nanoscopic and biological systems, which are typically strongly fluctuating, is a major focus of current research. Lately, much progress has been made in understanding such systems from a thermodynamic perspective. However, new theoretical challenges emerge when the fluctuating system is additionally subject to time delay, e.g. due to the presence of feedback loops.

Data Mining with SPSS Modeler: Theory, Exercises and Solutions

Posted By: AvaxGenius
Data Mining with SPSS Modeler: Theory, Exercises and Solutions

Data Mining with SPSS Modeler: Theory, Exercises and Solutions by Tilo Wendler
English | EPUB | 2021 | 1285 Pages | ISBN : 3030543374 | 471.9 MB

Now in its second edition, this textbook introduces readers to the IBM SPSS Modeler and guides them through data mining processes and relevant statistical methods. Focusing on step-by-step tutorials and well-documented examples that help demystify complex mathematical algorithms and computer programs, it also features a variety of exercises and solutions, as well as an accompanying website with data sets and SPSS Modeler streams.