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Programme Details

Modelling events in time

By The Open University

About the programme

This free course develops ideas about probability and random processes. Sections 1 and 2 introduce the fundamental ideas of random processes through a series of examples. Section 3 describes a model that is appropriate for events occurring ‘at random’ in such a way that their rate of occurrence remains constant. Section 4 derives the main results from Section 3. Section 5 introduces the multivariate Poisson process in which each event may be just one of several different types of event. Section 6 introduces the non-homogeneous Poisson process in which events occur at a rate that varies with time.

Duration
16 hours

Level
Intermediate level

Format
Online asynchronous

Certificate type
Short Course

Subjects
Data Science & Analytics

Available languages of instruction
English