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The Resource Probability and statistics with reliability, queuing, and computer science applications, Kishor S. Trivedi

Probability and statistics with reliability, queuing, and computer science applications, Kishor S. Trivedi

Label
Probability and statistics with reliability, queuing, and computer science applications
Title
Probability and statistics with reliability, queuing, and computer science applications
Statement of responsibility
Kishor S. Trivedi
Creator
Subject
Language
eng
Cataloging source
DLC
http://library.link/vocab/creatorDate
1946-
http://library.link/vocab/creatorName
Trivedi, Kishor Shridharbhai
Index
no index present
LC call number
QA273.19.E4
LC item number
T74 2002
Literary form
non fiction
http://library.link/vocab/subjectName
  • Computer algorithms
  • Mathematical statistics
  • Probabilities
Label
Probability and statistics with reliability, queuing, and computer science applications, Kishor S. Trivedi
Instantiates
Publication
Bibliography note
Includes bibliographical references
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Conditional Probability
  • Independence of Events
  • Bayes' Rule
  • Bernoulli Trials
  • Discrete Random Variables
  • Random Variables and Their Event Spaces
  • The Probability Mass Function
  • Distribution Functions
  • Special Discrete Distributions
  • Analysis of Program MAX
  • Motivation
  • The Probability Generating Function
  • Discrete Random Vectors
  • Independent Random Variables
  • Continuous Random Variables
  • The Exponential Distribution
  • The Reliability and Failure Rate
  • Some Important Distributions
  • Functions of a Random Variable
  • Jointly Distributed Random Variables
  • Order Statistics
  • Probability Models
  • Distribution of Sums
  • Functions of Normal Random Variables
  • Expectation
  • Moments
  • Expectation Based on Multiple Random Variables
  • Transform Methods
  • Moments and Transforms of Some Distributions
  • Computation of Mean Time to Failure
  • Inequalities and Limit Theorems
  • Conditional Distribution and Expectation
  • Sample Space
  • Mixture Distributions
  • Conditional Expectation
  • Imperfect Fault Coverage and Reliability
  • Random Sums
  • Stochastic Processes
  • Classification of Stochastic Processes
  • The Bernoulli Process
  • The Poisson Process
  • Renewal Processes
  • Availability Analysis
  • Events
  • Random Incidence
  • Renewal Model of Program Behavior
  • Discrete-Time Markov Chains
  • Computation of n-step Transition Probabilities
  • State classification and limiting probabilities
  • Distribution of times between state changes
  • Markov modulated Bernoulli Process
  • Irreducible finite chains with aperiodic states
  • *The M/G/1 queuing system
  • Discrete-time birth-death processes
  • Algebra of Events
  • Finite Markov chains with absorbing states
  • Continuous-time Markov chains
  • The birth-death process
  • Other Special cases of the birth-death model
  • Non-birth-death processes
  • Markov chains with absorbing states
  • Solution techniques
  • Automated generation
  • Networks of queues
  • Open queuing networks
  • Graphical Methods of Representing Events
  • Closed queuing networks
  • General service distribution and multiple job types
  • Non-product-form networks
  • Computing response time distribution
  • Statistical inference
  • Parameter estimation
  • Hypothesis testing
  • Regression and analysis of variance
  • Least-squares curve fitting
  • The coefficients of determination
  • Probability Axioms
  • Confidence intervals in linear regression
  • Trend detection and slope estimation
  • Correlation analysis
  • Simple nonlinear regression
  • Higher-dimensional least-squares fit
  • Analysis of variance
  • Combinatorial Problems
Control code
982001026951
Edition
2nd ed
Extent
xv, 830 p.
Isbn
9780471333418
Lccn
2001026951
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Label
Probability and statistics with reliability, queuing, and computer science applications, Kishor S. Trivedi
Publication
Bibliography note
Includes bibliographical references
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Conditional Probability
  • Independence of Events
  • Bayes' Rule
  • Bernoulli Trials
  • Discrete Random Variables
  • Random Variables and Their Event Spaces
  • The Probability Mass Function
  • Distribution Functions
  • Special Discrete Distributions
  • Analysis of Program MAX
  • Motivation
  • The Probability Generating Function
  • Discrete Random Vectors
  • Independent Random Variables
  • Continuous Random Variables
  • The Exponential Distribution
  • The Reliability and Failure Rate
  • Some Important Distributions
  • Functions of a Random Variable
  • Jointly Distributed Random Variables
  • Order Statistics
  • Probability Models
  • Distribution of Sums
  • Functions of Normal Random Variables
  • Expectation
  • Moments
  • Expectation Based on Multiple Random Variables
  • Transform Methods
  • Moments and Transforms of Some Distributions
  • Computation of Mean Time to Failure
  • Inequalities and Limit Theorems
  • Conditional Distribution and Expectation
  • Sample Space
  • Mixture Distributions
  • Conditional Expectation
  • Imperfect Fault Coverage and Reliability
  • Random Sums
  • Stochastic Processes
  • Classification of Stochastic Processes
  • The Bernoulli Process
  • The Poisson Process
  • Renewal Processes
  • Availability Analysis
  • Events
  • Random Incidence
  • Renewal Model of Program Behavior
  • Discrete-Time Markov Chains
  • Computation of n-step Transition Probabilities
  • State classification and limiting probabilities
  • Distribution of times between state changes
  • Markov modulated Bernoulli Process
  • Irreducible finite chains with aperiodic states
  • *The M/G/1 queuing system
  • Discrete-time birth-death processes
  • Algebra of Events
  • Finite Markov chains with absorbing states
  • Continuous-time Markov chains
  • The birth-death process
  • Other Special cases of the birth-death model
  • Non-birth-death processes
  • Markov chains with absorbing states
  • Solution techniques
  • Automated generation
  • Networks of queues
  • Open queuing networks
  • Graphical Methods of Representing Events
  • Closed queuing networks
  • General service distribution and multiple job types
  • Non-product-form networks
  • Computing response time distribution
  • Statistical inference
  • Parameter estimation
  • Hypothesis testing
  • Regression and analysis of variance
  • Least-squares curve fitting
  • The coefficients of determination
  • Probability Axioms
  • Confidence intervals in linear regression
  • Trend detection and slope estimation
  • Correlation analysis
  • Simple nonlinear regression
  • Higher-dimensional least-squares fit
  • Analysis of variance
  • Combinatorial Problems
Control code
982001026951
Edition
2nd ed
Extent
xv, 830 p.
Isbn
9780471333418
Lccn
2001026951
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n

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