Statistical Computing

Using R as a calculator, Basics of R syntax, R workspace, Matrices and lists, subsetting. Data input and output, Interface with other software package. Writing your own codes in R, R script. Exploratory data analysis, Range, summary, mean, variance, median, sd, histogram, box plot, scatter plot. Probability distributions simulation, Conditional statements, loops and in R. Statistical functions in R: statistical inference, contingency table, chi-squared goodness of fit, regression, generalized linear models. Graphics: beyond the basics, graphics and tables, working with large datasets, principles of exploratory data analysis (Big data analysis), data frames in R.