I am Mphil mathematics i already teaching these topics given below my two papers already published and i am invited from uae and purtogal conference i will sent it on demand
Readings or
Activities
Syllabus
Course overview
The role of statistics in the world
Types of data & variables; data sources and
data quality
Displaying and describing categorical and
quantitative data
Displaying and describing quantitative data
Standardizing Time plots
Scatterplots, association, correlation Introduction to linear regression (linear models, least squares, r-squared)
Randomness and probability (definitions
only)
Random variables (expected value,
variance, standard deviation)
Properties of combinations of random
variables
Discrete probability distributions (binomial)
Continuous probability distributions
(Normal)
Calculations with the Normal; Normal
approx. to binomial; Combining Normal
random variables Surveys and sampling
Sampling distribution for proportions and means
The Central Limit Theorem
Confidence intervals for proportions