The Resource Basics of Probability and Stochastic Processes, by Esra Bas, (electronic resource)

# Basics of Probability and Stochastic Processes, by Esra Bas, (electronic resource) Resource Information The item Basics of Probability and Stochastic Processes, by Esra Bas, (electronic resource) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in European University Institute.This item is available to borrow from 1 library branch.

Label
Basics of Probability and Stochastic Processes
Title
Basics of Probability and Stochastic Processes
Statement of responsibility
by Esra Bas
Creator
Subject
Language
eng
Summary
This textbook explores probability and stochastic processes at a level that does not require any prior knowledge except basic calculus. It presents the fundamental concepts in a step-by-step manner, and offers remarks and warnings for deeper insights. The chapters include basic examples, which are revisited as the new concepts are introduced. To aid learning, figures and diagrams are used to help readers grasp the concepts, and the solutions to the exercises and problems. Further, a table format is also used where relevant for better comparison of the ideas and formulae. The first part of the book introduces readers to the essentials of probability, including combinatorial analysis, conditional probability, and discrete and continuous random variable. The second part then covers fundamental stochastic processes, including point, counting, renewal and regenerative processes, the Poisson process, Markov chains, queuing models and reliability theory. Primarily intended for undergraduate engineering students, it is also useful for graduate-level students wanting to refresh their knowledge of the basics of probability and stochastic processes.--
Assigning source
Provided by publisher
Bas, Esra
Image bit depth
0
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Springer eBooks.
• Markov processes
• Engineering mathematics
• Combinatorics
• Quality control
• Reliability
• Industrial safety
Label
Basics of Probability and Stochastic Processes, by Esra Bas, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
• cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
• txt
Content type MARC source
rdacontent
Contents
Combinatorial Analysis -- Basic Concepts in Probability -- Conditional Probability, Bayes’s Formula, Independent Events -- Introduction to Random Variables -- Discrete Random Variables -- Continuous Random Variables -- Other Selected Topics in Basic Probability -- A Brief Introduction to Stochastic Processes -- A Brief Introduction to Point Process, Counting Process, Renewal Process, Regenerative Process, Poisson Process -- Poisson Process -- Renewal Process -- An Introduction to Markov Chains -- Special Discrete-Time Markov Chains -- Continuous-Time Markov Chains -- An Introduction to Queueing Models -- Introduction to Brownian Motion -- Basics of Martingales -- Basics of Reliability Theory
Control code
978-3-030-32323-3
Dimensions
unknown
Edition
1st ed. 2019.
Extent
1 online resource (IX, 307 pages)
File format
multiple file formats
Form of item
• online
• electronic
Governing access note
Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, non-commercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
Isbn
9783030323233
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
• c
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)1127189897
Label
Basics of Probability and Stochastic Processes, by Esra Bas, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
• cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
• txt
Content type MARC source
rdacontent
Contents
Combinatorial Analysis -- Basic Concepts in Probability -- Conditional Probability, Bayes’s Formula, Independent Events -- Introduction to Random Variables -- Discrete Random Variables -- Continuous Random Variables -- Other Selected Topics in Basic Probability -- A Brief Introduction to Stochastic Processes -- A Brief Introduction to Point Process, Counting Process, Renewal Process, Regenerative Process, Poisson Process -- Poisson Process -- Renewal Process -- An Introduction to Markov Chains -- Special Discrete-Time Markov Chains -- Continuous-Time Markov Chains -- An Introduction to Queueing Models -- Introduction to Brownian Motion -- Basics of Martingales -- Basics of Reliability Theory
Control code
978-3-030-32323-3
Dimensions
unknown
Edition
1st ed. 2019.
Extent
1 online resource (IX, 307 pages)
File format
multiple file formats
Form of item
• online
• electronic
Governing access note
Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, non-commercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
Isbn
9783030323233
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
• c
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)1127189897