Probability, Statistics, and Queueing Theory detailed syllabus scheme for Computer Engineering (CE), 2017-18 onwards has been taken from the DBATU official website and presented for the Bachelor of Technology students. For Subject Code, Course Title, Lecutres, Tutorials, Practice, Credits, and other information, do visit full semester subjects post given below.
For 4th Sem Scheme of Computer Engineering (CE), 2017-18 Onwards, do visit CE 4th Sem Scheme, 2017-18 Onwards. For the Elective-III scheme of 4th Sem 2017-18 onwards, refer to CE 4th Sem Elective-III Scheme 2017-18 Onwards. The detail syllabus for probability, statistics, and queueing theory is as follows.
Probability, Statistics, and Queueing Theory Syllabus for Computer Engineering (CE) 2nd Year 4th Sem 2017-18 DBATU
Course Objectives and Outcomes:
For the complete syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdf platform to make students’s lives easier.
.
Unit I
Probability Theory: Definition of probability: classical, empirical and axiomatic approach of probability, Addition theorem of probability, Multiplication theorem of probability, Bayes theorem of inverse probability, Properties of probabilities with proofs, Examples.
Unit II
Random Variable and Mathematical Expectation: Definition of random variables, Probability distributions, Probability mass function, Probability density function, Mathematical expectation, Join and marginal probability distributions, Properties of expectation and variance with proofs, Examples.
Unit III
For the complete syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdf platform to make students’s lives easier..
Unit IV
Correlation: Introduction, Types of correlation, Correlation and causation, Methods of studying correlation, Karl Pearson’s correlation coefficient, Spearmans rank correlation, Coefficient, Properties of Karl Pearson’s correlation coefficient, Properties of Spearmans rank correlation coefficient, Probable errors, Examples.
Unit V
Linear Regression Analysis: Introduction, Linear and non-linear regression, Lines of regression, Derivation of regression lines of y on x and x on y, Angle between the regression lines, Coefficients of regression, Theorems on regression coefficient, Properties of regression coefficient, Examples.
Unit VI
For the complete syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdf platform to make students’s lives easier..
Text Books:
- S. C. Gupta, “Fundamentals of Statistics”, 46th Edition, Himalaya Publishing House.
- G. V. Kumbhojkar, “Probability and Random Processes”, 14th Edition, C. Jamnadas and co.
- G. Haribaskaran, “Probability, Queuing Theory and Reliability Engineering”, 6th Edition, Laxmi Publications.
- Murray Spiegel, John Schiller, R. ALU Srinivasan, Probability And Statistics, Schaum’s Outlines.
Reference Book:
- Kishor S. Trivedi, “Probability, Statistics with Reliability, Queuing and Computer Science Applications”, 2nd Edition, Wiley India Pvt. Ltd.
- Vijay K. Rohatgi, A. K. Md. Ehsanes Saleh, An Introduction To Probability And Statistics, 3rd Edition, Wiley Publication.
For detail syllabus of all subjects of Computer Engineering (CE) 4th Sem 2017-18 onwards, visit CE 4th Sem Subjects of 2017-18 Onwards.