Course Statistics and Probability – Departemen Teknik Sipil dan Lingkungan

Course code/credits and contact hours	:	TKS1108/2.0
Semester	:	I
Instructor’s or course coordinator’s name	:	Dr. Ir. Istiarto, M.Eng.
Bibliography	:	Kottegoda, N.T., Rosso, R., 1998, Statistics, Probability, and Reliability for Civil and Environmental Engineers, McGraw-Hill Co., Inc., New York Kottegoda, Nathabandu T., Rosso, Renzo, 2008, Applied Statistics for Civil and Environmental Engineers, 2^nd Edition, Blackwell Publishing Ltd., United Kingdom
Specific course information
Brief description	:	This course contains statistics’ value, data, the sample population; presentation of data in tables or graphs; basic concepts of probability, interpretation of probability, return period; conditional probability, total probability, Bayes Theorem, random variables, probability distribution; discrete distributions, continuous distributions, estimation and testing; the estimated range of confidence, hypothesis testing; regression; frequency analysis of extreme values.
Prerequisite Courses	:	None
Required/elective	:	Required
Studio work	:	N/A
Laboratory work	:	N/A
Specific goals of the course
Specific outcomes	:	The students are expected to understand the use of statistics in engineering field, especially for descriptive statistics and statistical inference
Student outcomes	:	An ability to apply knowledge of mathematics, science, and engineering in civil engineering fields An ability to design and conduct experiments, as well as to have data analysis and interpretation
Brief list of topics to be covered	:	Magnitude-in statistics Data, sample, population and presentation of data in form of tables or graphs Basic concept of probability interpretation Conditional and total probability and Bayes’s Theorem Random variable, pdf, cdf; probability distribution Discrete and continuous distribution Estimation of confidence intervals Hypothesis testing Linear regression Frequency analysis of extreme events