An introduction to bio-statistical theory used in public health and biomedical research. The fundamental statistical concepts and methods such as distribution of random variable, central limit theorem, interval estimation, hypothesis testing, maximum likelihood estimation, generalized linear models, EM algorithm, mixed/hierarchical model and GEE will be covered.