Event History 1: Introduction and Models for Discrete Survival Times

Organised by

London School of Economics and Political Science

Presenter

Dr Ben Wilson

Date

12/05/2021

Venue

Houghton Street

Map

View in Google Maps  (WC2A 2AE)

Contact

Camilya Maleh
methodology.research@lse.ac.uk

Description

The lecture will begin with an overview of event history models, as used in many social science disciplines. The lecture will show how these models can be used to analyse the ‘duration until an event occurs’ (sometimes referred to as ‘survival time’). It will explain how event history models allow researchers to estimate the probability (or risk) of an event occurring, even when data are ‘censored’ (e.g. when there is missing data due to attrition or study drop-out). For the analysis of individual-level data, these methods can be used to investigate a wide range of events, including migration, divorce, and unemployment. In addition, the same models can be used to analyse events for different types of unit, including firms, cities or governments.

After providing an overview of event history models, the rest of the lecture will focus on discrete-time event history models. These models measure time in ‘discrete units’ such as months or years, which is typically the same unit of time that is used when event data are collected. Discrete-time models have many other advantages, including the fact that they can easily incorporate time-varying covariates. They can also be extended to allow a variety of advanced applications, including the analysis of repeated events, or models that allow for unobserved heterogeneity. All of these terms will be explained in the lecture, which will aim to provide the audience with a solid introduction to the most salient issues for applied research.

Level

Intermediate (some prior knowledge)

Cost

£30

Website and registration

Region

Greater London

Keywords

Event History Analysis, Models for Discrete Survival Times

Related publications and presentations

Event History Analysis

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