MXN442 Modern Statistical Computing Techniques

[object Object] {"attributes":{"LEW3FAC":"Late Enrolment - Available for enrolment Week 3 - faculty approval required"},"study-types":[],"availabilities":[{"study-mode":"All","attendance-mode":"Internal","location":"Gardens Point","campus":"Gardens Point","study-period":"Semester 2","date-end":"2024-11-15T14:00Z","date-start":"2024-07-21T14:00Z","year":2024},{"study-mode":"All","attendance-mode":"Internal","location":"Gardens Point","campus":"Gardens Point","study-period":"Semester 2","date-end":"2025-11-14T14:00Z","date-start":"2025-07-20T14:00Z","year":2025}],"broad-study-area":{"name":"Science","foe":10103},"code":"MXN442","credit-points":12,"fees":[{"csp":"$555","dom":"$3,324","int":"$4,296","year":2024},{"csp":"$578","dom":"$3,528","int":"$4,632","year":2025}],"faculty":{"code":460100,"title-short":"Science","title-full":"Faculty of Science"},"school-discipline":{"code":460900,"title-short":"Mathematical Sci","title-full":"School of Mathematical Sciences"},"unit-requisites":{"pre":"MXN601 or admission to MS10 and Unit Coordinator approval. \nMXN601 can be studied in the same teaching period as \nMXN442)"},"sams-version":1,"summer":[],"synopsis":"This unit is intended to provide you with skills in advanced computational methods and algorithms for handling complex and computationally demanding problems in statistics.  Topics will be selected from Monte Carlo methods for estimating quantities of interest under an assumed complex (possibly Bayesian) statistical model, statistical machine learning methods for analysing challenging data, and techniques for optimally selecting the values of controllable variables in order to reduce the expected costs of running a statistical experiment.  The unit is designed to complement a research project in statistics and is oriented to enable you to proceed to a variety of workplaces, or to further professional development, or to research.","title-full":"MXN442 Modern Statistical Computing Techniques","title-short":"Modern Statistical Computing Techniques","url":{"current":"https://qutvirtual4.qut.edu.au/group/student/enrolment/units/unit?unitCode=MXN442&year=2025","prospective":"https://www.qut.edu.au/study/unit?unitCode=MXN442","timetable":"https://qutvirtual3.qut.edu.au/qvpublic/ttab_unit_search_p.process_teach_period_search?p_unit_cd=MXN442"},"year":2025,"years":[2024,2025]}