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SYLLABUS
UNIT-I
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.
UNIT-II
Discrete Probability Distributions Binomial, Poisson, Evaluation of Statistical Parameters for these Distributions, Poisson Approximation to the Binomial Distribution.
UNIT-III
Continuous Random Variable and Distributions Continuous Random Variables and their Properties, Distribution Functions and Densities, Normal, Exponential and Gamma Distributions, Evaluation of Statistical Parameters for these Distributions.
UNIT-IV
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.
UNIT-V
Test 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.
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CategoriesEngineering
Format EPUB
TypeeBook