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ONLINE COURSE – Missing Data Analytics (MDAR01) This course will be delivered live

30 September 2020 - 2 October 2020

£425.00

This course will now be delivered live by video link in light of travel restrictions due to the COVID-19 (Coronavirus) outbreak.

This is a ‘LIVE COURSE’ – the instructor will be delivering lectures and coaching attendees through the accompanying computer practical’s via video link, a good internet connection is essential.

TIME ZONE – Western European Time – however all sessions will be recorded and made available allowing attendees from different time zones to follow a day behind with an additional 1/2 days support after the official course finish date (please email oliverhooker@prstatistics.com for full details or to discuss how we can accommodate you).

Course overview:

This course will cover introductory modelling for the analysis of missing data. Missing data is extremely common in all areas of science so this course will be of use to a wide variety of practitioners. The methods are presented both at a theoretical level and also with practical examples where all code is available. The practical classes include instructions on how to use the popular mice package.

The course is structured over 3 days and includes classes on:

  • An introduction to missing data analysis terminology, missing completely at random, missing at random, not missing at random
  • A revision of likelihood and regression approaches
  • The Fully Conditional Specification (FCS) approach
  • An introduction to the mice package
  • The use of Bayesian and likelihood-based methods in missing data analysis
  • Bayesian missing data analysis using JAGS
  • More advanced missing data analysis including non-ignorable and not missing at random methods

Intended Audience

Research postgraduates, practicing academics, or other professionals from any field who would like to learn about missing data analysis and how it can help them produce better quality information from their data.

Venue – Delivered remotely

Time zone – Western European Time

Availability – 30 places

Duration – 4 days

Contact hours – Approx. 28 hours

ECT’s – Equal to 3 ECT’s

Language – English

 

PLEASE READ – CANCELLATION POLICY: Cancellations are accepted up to 28 days before the course start date subject to a 25% cancellation fee. Cancellations later than this may be considered, contact oliverhooker@prstatistics.com. Failure to attend will result in the full cost of the course being charged. In the unfortunate event that a course is cancelled due to unforeseen circumstances a full refund of the course fees will be credited.

1235

Dr. Andrew Parnell

 

Teaching Format
Course Programme

Details

Start:
30 September 2020
End:
2 October 2020
Cost:
£425.00

Venue

Delivered remotely (Ireland)
Western European Time, Ireland + Google Map

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