engineering mathematics iV
complex analysis, probability and statistical methods
| VTU | |
|---|---|
|
Subject code |
21MAT41 |
|
Semester |
4th Sem |
COMPLEX ANALYSIS, PROBABILITY AND STATISTICAL METHODS
Module-1
Calculus of complex functions: Review of the function of a complex variable, limits, continuity, and differentiability. Analytic functions: Cauchy-Riemann equations in Cartesian and polar forms and consequences. Construction of analytic functions: Milne-Thomson method-Problems.
Module-2
Conformal transformations: Introduction. Discussion of transformations : w=z², w=e² , w=z+1/2, (z≠0) . Bilinear transformations – Problems.
Complex integration: Line integral of a complex function-Cauchy’s theorem and Cauchy’s integral formula and problems.
Module-3
Probability Distributions: Review of basic probability theory. Random variables (discrete and continuous), probability mass/density functions. Binomial, Poisson, exponential and normal distributions- problems (No derivation for mean and standard deviation)-Illustrative examples.
Module-4
Curve Fitting: Curve fitting by the method of least squares- fitting the curves of the form – y=ax + b, y= axª & y= ax² + bx + c.
Statistical Methods: Correlation and regression-Karl Pearson’s coefficient of correlation and rank correlation-problems. Regression analysis- lines of regression –problems.
Module-5
Joint probability distribution: Joint Probability distribution for two discrete random variables, expectation and covariance.
Sampling Theory: Introduction to sampling distributions, standard error, Type-I and Type-II errors. Test of hypothesis for means, student’s t-distribution, Chi-square distribution as a test of goodness of fit.