MTH-203 Mathematics IV (Statistics & Probability Distribution)
Frequency Distribution of Data, Population and sample, Collection and representation of statistical data, Tabulation of data, Class intervals, Frequency distribution, discrete continuous and cumulative distributions, Histograms and frequency polygons, Graphical representation data.
Statistical Measures, Measures of central tendency-range, Standard deviation, Variance, Coefficient of variation, Moments skewness, Kurtosis.
Correlation Theory, Linear correlation, Measures of correlation and significance, Regression and Curve Fitting, Linear and non-linear regression, Methods of least squares curve fitting.
Probability, Definition of Probability and related concepts, Laws of Probability, Probability distributions, Discrete and continuous random variables, Mathematical expectation, Conditional probability.
Stochastic process, Markov chain (discrete and continuous), Queuing theory-Birth process in queuing, Queuing models, (Elementary concepts).