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JNTUA R20 B.Tech Probability and Statistics Syllabus 2021

JNTUA R20 Syllabus

JNTUA R20 B.Tech Probability and Statistics Syllabus 2021

Probability and Statistics Syllabus JNTUA along with Course Objectives and Course outcome and list of textbook and reference books is mentioned in this blog. The subject of Material Science and Engineering has 5 units in total. Topic and sub-topics of Differential Probability and Statistics Syllabus JNTUA are mentioned below in detail. If you have any problem in understanding Probability and Statistics Syllabus JNTUA 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 Syllabus JNTUA Unit 1

Descriptive statistics

Statistics Introduction, Measures of Variability (dispersion) Skewness Kurtosis, correlation,
correlation coefficient, rank correlation, principle of least squares, method of least squares, regression lines, regression coefficients and their properties.

Probability and Statistics Syllabus JNTUA Unit 2

Probability

Probability, probability axioms, addition law and multiplicative law of probability, conditional probability, Baye’s theorem, random variables (discrete and continuous), probability density functions, properties.

Probability and Statistics Syllabus JNTUA Unit 3

Probability distributions

Discrete distribution Binomial, Poisson approximation to the binomial distribution and their
properties. Continuous distribution: normal distribution and their properties.

Probability and Statistics Syllabus JNTUA Unit 4

Estimation and Testing of hypothesis, large sample tests

Estimationparameters, statistics, sampling distribution, point estimation, Formulation of null
hypothesis, alternative hypothesis, the critical and acceptance regions, level of significance, two types
of errors and power of the test. Large Sample Tests: Test for single proportion, difference of
proportions, test for single mean and difference of means. Confidence interval for parameters in one
sample and two sample problems

Probability and Statistics Syllabus JNTUA Unit 5

Small sample tests

Student tdistribution (test for single mean, two means and paired ttest), testing of equality of
variances (Ftest), χ2 test for goodness of fit, χ2 test for independence of attributes.

Probability and Statistics Syllabus JNTUA Course Objectives

  • To familiarize the students with the foundations of probability and statistical methods
  • To impart probability concepts and statistical methods in various applications Engineering

Probability and Statistics Syllabus JNTUA Course Outcomes

Upon successful completion of this course, the student should be able to

 

  • Make use of the concepts of probability and their applications 
     
  • Apply discrete and continuous probability distributions 
  • Classify the concepts of data science and its importance 
     
  • Interpret the association of characteristics and through correlation and regression tools

     
  • Design the components of a classical hypothesis test 
     
  • Infer the statistical inferential methods based on small and large sampling tests

Probability and Statistics Syllabus JNTUA Reference Books

  • S. Ross, a First Course in Probability, Pearson Education India, 2002.
  • W. Feller, an Introduction to Probability Theory and its Applications, 1/e, Wiley, 1968.
     
  • Peyton Z. Peebles ,Probability, Random Variables & Random Signal Principles , McGraw
    Hill Education, 4th Edition, 2001.

Scoring Marks in Probability and Statistics Syllabus JNTUA

Scoring good grades in Probability and Statistics Syllabus 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 Material Science and Engineering exams is difficult so this video will help you to rectify the mistakes students make in exams.

 

Probability and Statistics Syllabus JNTUA 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.

 

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