# Probability and Statistics: BSSE Course Outline

A probability distribution is a table or an equation that links each outcome of a statistical experiment with its probability of occurrence.

## Topics

• Introduction to statistics and , Frequency distribution, graphical representation of data stem and leaf plot, symmetry and skewness
• Measure of central tendency, mean, median mode for grouped and ungrouped data
• Measure of variation, variance and standard deviation for grouped and ungrouped data, z scores
• Basic concept of Probability
• Rules of probability, addition and multiplicative laws of probability
• Random variables, discrete and continuous
• Mean and variance of  discrete and continuous random variables
• Discrete probability distribution,
• Binomial and poison distribution
• continuous  probability distribution normal distribution with its application
• Sampling distribution of mean
• Regression ,linear with assumption and application
• Correlation
• Estimation of paramerts,mean
• Hypothesis testing
• Z test, T test