MA3355 Random Processes and Linear Algebra Notes
Download MA3355 Random Processes and Linear Algebra Books, Lecture Notes, Part-A 2 marks with answers, Part-B 16 marks Questions, PDF Books. In this Notes Very Useful for Second Year Third Semester Students.
“MA3355 Random Processes and Linear Algebra Books”
“MA3355 Random Processes and Linear Algebra Lecture Notes”
“MA3355 Random Processes and Linear Algebra Study Material”
“MA3355 Random Processes and Linear Algebra Notes”
Subject Info:
| Semester | Third Semester |
| Department | ECE |
| Year | Second Year |
| Regulation | R 2021 |
| Subject Code / Name | MA3355 Random Processes and Linear Algebra |
| Content | Local Authors Books, Lecture Notes |
Syllabus:
MA3355 Random Processes and Linear Algebra
UNIT – I PROBABILITY AND RANDOM VARIABLES
Axioms of probability – Conditional probability – Baye’s theorem – Discrete and continuous random variables – Moments – Moment generating functions – Binomial, Poisson, Geometric, Uniform, Exponential and Normal distributions – Functions of a random variable.
UNIT – II TWO – DIMENSIONAL RANDOM VARIABLES
Joint distributions – Marginal and conditional distributions – Covariance – Correlation and linear regression – Transformation of random variables – Central limit theorem (for independent and identically distributed random variables).
UNIT – III RANDOM PROCESSES
Classification – Stationary process – Markov process – Poisson process – Discrete parameter Markov chain – Chapman Kolmogorov equations (Statement only) – Limiting distributions.
UNIT – IV VECTOR SPACES
Vector spaces – Subspaces – Linear combinations and linear system of equations – Linear independence and linear dependence – Bases and dimensions.
UNIT – V LINEAR TRANSFORMATION AND INNER PRODUCT SPACES
Linear transformation – Null spaces and ranges – Dimension theorem – Matrix representation of a linear transformations – Inner product – Norms – Gram Schmidt orthogonalization process – Adjoint of linear operations – Least square approximation.