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MSc Probability and Statistics Books and Notes 2021: Download MSc Probability and Statistics Study Materials

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Book TitlesProbability and Statistics
CourseM.Sc (Master of Science)
YearYear 1
Important TopicsMarkov Chains Markov Processes with Countable Renewal Process Queuing Theory Basic of Multivariate Normal Distributions Associated With MVN Applications of MVN Additional Application of MVN
Similar BooksProbability and Statistics for Engineers by Dr. J. Ravinchandran Probability and Statistics for Engineers and Scientists by Walpole Probability and Statistics by Murray Spiegel An Introduction to Probability & Statistics by Md. Ismail Hoque Probability and Statistics by Rukmangadachari E Probability and Statistics by Degroot
Available ineBooks, PDF format
Edition2021
LanguageEnglish

Important Topics

  • Basic of Multivariate Normal
  • Distributions Associated With MVN
  • Applications of MVN
  • Additional Application of MVN
  • Markov Chains
  • Markov Processes with Countable
  • Renewal Process
  • Queuing Theory

Unit Titles

Markov Chains

  • Conditional Probability
  • The Basics of Markov Chains
  • Stationary Markov Chains

Markov Processes with Countable

  • Branching Processes
  • Continuous-Time Markov Processes – I
  • Continuous-Time Markov Processes – II

Renewal Process

  • Renewal Processes – I
  • Renewal Processes – II
  • Renewal Processes – III
  • Renewal Processes – IV

Queuing Theory

  • Poisson Queues
  • Non-Poisson Queues
  • Network of Queues

Basic of Multivariate Normal

  • Some Linear Algebra
  • Definition and Properties of MVN – I
  • Definition and Properties of MVN – II

Distributions Associated With MVN

  • Distributions of Correlation Coefficients
  • Orthogonal Transformations
  • Inference – I
  • Inference – II

Applications of MVN

  • Inference – III
  • Inference – IV
  • Applications of MVN

Additional Application of MVN

  • Principal Component Analysis
  • Factor Analysis
  • Canonical Correlation Analysis
  • Conjoint Analysis

Download Probability and Statistics

Probability and Statistics Notes PDF DownloadDownload links
Markov ChainsDownload
Markov Processes with CountableDownload
Renewal ProcessesDownload
Queuing TheoryDownload
Basic of Multivariate NormalDownload
Distribution Associated With MVNDownload
Applications of MVNDownload
Additional Application of MVNDownload

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Similar Books

  • Probability and Statistics by Murray Spiegel
  • An Introduction to Probability & Statistics by Md. Ismail Hoque
  • Probability and Statistics by Rukmangadachari E
  • Probability and Statistics by Degroot
  • Probability and Statistics by Manish Malik
  • Applied Statistics and Probability by Douglas C. Montgomery
  • Probability and Statistics for Engineers by Dr. J. Ravinchandran
  • Probability and Statistics for Engineers and Scientists by Walpole

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