Probability And Statistics along with Course Objectives and Course outcome and list of textbook and reference books is mentioned in this blog. The subject of Probability And Statistics has 5 units in total.

Topic and sub-topics of Probability And Statistics are mentioned below in detail. If you have any problem in understanding Probability And Statistics or any other Engineering Subject in any semester or in any year then you can view the video lectures on the official CynoHub app.

Probability And Statistics Unit 1

Basic Probability

Probability spaces, conditional probability, independent events, and Bayes’ theorem.

Random variables: Discrete and continuous random variables, Expectation of Random Variables, Moments, Variance of random variables, Chebyshev’s Inequality

Probability And Statistics Unit 2

Discrete Probability distributions

Binomial, Poisson, evaluation of statistical parameters for these distributions, Poisson approximation to the binomial distribution.

Probability And Statistics Unit 3

Continuous Random variable & Distributions

Continuous random variables and their properties, distribution functions and densities, Normal, exponential and gamma distributions, evaluation of statistical parameters for these distributions

Probability And Statistics Unit 4

Applied Statistics

Curve fitting by the method of least squares- fitting of straight lines, second degree parabolas and more general curves; Correlation and regression – Rank correlation.

Probability And Statistics Unit 5

Testing of Hypothesis

Test of significance: Large sample test for single proportion, difference of proportions, single mean, difference of means; Test for single mean, difference of means for small samples, test for ratio of variances for small samples.

Probability And Statistics course objectives:

To learn

The ideas of probability and random variables and various discrete and continuous probability distributions and their properties.

The basic ideas of statistics including measures of central tendency, correlation and regression.

The statistical methods of studying data samples.

Probability And Statistics course outcomes:

After learning the contents of this paper the student must be able to

Formulate and solve problems involving random variables and apply statistical methods for analysing experimental data.

Probability And Statistics reference books:

Ronald E. Walpole, Raymond H. Myers, Sharon L. Myers, keying Ye, Probability and statistics for engineers and scientists, 9th Edition, Pearson Publications.

Fundamentals of Mathematical Statistics, Khanna Publications, S C Guptha and V.K. Kapoor.

Miller and Freund’s, Probability and Statistics for Engineers, 8th Edition, Pearson Educations

S. Ross, A First Course in Probability, 6th Ed., Pearson Education India, 2002.

Scoring Marks in Probability And Statistics

Scoring good grades in Probability And Statistics is a difficult task. CynoHub is here to help. We have made a video that will help Engineering Students get rank 1 in their B.tech exams. This video will help students to score good grades in Probability And Statistics. There are many reasons that scoring in Probability And Statistics exams is difficult so this video will help you to rectify the mistakes students make in exams.

JNTUA B.tech R20 Probability And Statistics was made clear in this article. To know about the syllabus of other Engineering Subjects of JNTUA check out the official CynoHub application. Click below to download the CynoHub application.