Computer Oriented Statistical Methods detailed syllabus for Information Technology (IT), 2nd Year 1st Sem R18 regulation has been taken from the JNTUH official website and presented for the B.Tech students affiliated to JNTUH course structure. For Course Code, Subject Names, Theory Lectures, Tutorial, Practical/Drawing, Credits, and other information do visit full semester subjects post given below. We make sure the result links and syllabus uploaded here is latest and up to date, also the syllabus PDF files can also be downloaded from the universities official website.
For Information Technology (IT) 2nd Year 1st Sem R18 Regulation Scheme, do visit IT 2nd Year 1st Sem R18 Scheme. The detailed syllabus for computer oriented statistical methods is as follows.
Computer Oriented Statistical Methods Subject Syllabus for IT 2nd Year 1st Sem R18 Regulation
Pre-requisites:
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Course Objectives:
To learn
- The theory of Probability, and probability distributions of single and multiple random variables
- The sampling theory and testing of hypothesis and making inferences
- Stochastic process and Markov chains.
Course Outcomes:
After learning the contents of this paper the student must be able to
- Apply the concepts of probability and distributions to some case studies
- Correlate the material of one unit to the material in other units
- Resolve the potential misconceptions and hazards in each topic of study.
UNIT – I
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UNIT – II
Mathematical Expectation: Mean of a Random Variable, Variance and Covariance of Random Variables, Means and Variances of Linear Combinations of Random Variables, Chebyshev’s Theorem. Discrete Probability Distributions: Introduction and Motivation, Binomial, Distribution, Geometric Distributions and Poisson distribution.
UNIT – III
Continuous Probability Distributions : Continuous Uniform Distribution, Normal Distribution, Areas under the Normal Curve, Applications of the Normal Distribution, Normal Approximation to the Binomial, Gamma and Exponential Distributions.
Fundamental Sampling Distributions: Random Sampling, Some Important Statistics, Sampling Distributions, Sampling Distribution of Means and the Central Limit Theorem, Sampling Distribution of S2, t -Distribution, F-Distribution.
UNIT – IV
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UNIT – V
Stochastic Processes and Markov Chains: Introduction to Stochastic processes- Markov process. Transition Probability, Transition Probability Matrix, First order and Higher order Markov process, n-step transition probabilities, Markov chain, Steady state condition, Markov analysis.
TEXT BOOKS:
- Ronald E. Walpole, Raymond H. Myers, Sharon L. Myers, Keying Ye, Probability and Statistics for Engineers and Scientists, 9th Ed. Pearson Publishers.
- S C Gupta and V K Kapoor, Fundamentals of Mathematical statistics, Khanna publications.
- S. D. Sharma, Operations Research, Kedarnath and Ramnath Publishers, Meerut, Delhi
REFERENCE BOOKS:
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..
For detailed syllabus of all the other subjects of B.Tech 2nd Year Information Technology (IT), visit Information Technology (IT) 2nd Year Syllabus Subjects.
For results of Information Technology (IT) 2nd Year 1st Sem R18 Regulation, visit IT 2nd Year 1st Sem R18 Regulation results direct link.