000 02089nam a22002537a 4500
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020 _a9780990637202
028 _a: Zafaa Books & Distributors
_b: 313/56F, 49A, Anand Nagar, Inderlok, Delhi.
_c: ZBD0378
_d: 17/02/2024
028 _a: Zafaa Books & Distributors
_b: 313/56F, 49A, Anand Nagar, Inderlok, Delhi.
_c: ZBD0505
_d: 21/02/2025
082 _a519.5 NIK
100 _aNik, Hossein Pishro.
245 _aIntroduction to Probability Statistics and Random Processes.
_c/ Hossein Pishro-Nik.
260 _a, USA
_b: Kappa Research
_c, 2014.
300 _aix,734p.
_c: 24cm.
365 _b3623
365 _b3846
520 _aThis book introduces students to probability, statistics, and stochastic processes. It can be used by both students and practitioners in engineering, various sciences, finance, and other related fields. It provides a clear and intuitive approach to these topics while maintaining mathematical accuracy. The book covers: Basic concepts such as random experiments, probability axioms, conditional probability, and counting methods Single and multiple random variables (discrete, continuous, and mixed), as well as moment-generating functions, characteristic functions, random vectors, and inequalities Limit theorems and convergence Introduction to Bayesian and classical statistics Random processes including processing of random signals, Poisson processes, discrete-time and continuous-time Markov chains, and Brownian motion Simulation using MATLAB and R (online chapters) The book contains a large number of solved exercises. The dependency between different sections of this book has been kept to a minimum in order to provide maximum flexibility to instructors and to make the book easy to read for students. Examples of applications-such as engineering, finance, everyday life, etc.-are included to aid in motivating the subject.
650 _aProbability
650 _aStatistics
650 _aStochastic processes
700 _aHossein Pishro-Nik.
942 _cBOOK
999 _c61448
_d61448