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Oliver Hooker 
ONLINE COURSE ? Missing Data Analytics (MDAR01) This course will be
delivered live

https://www.prstatistics.com/course/online-course-missing-data-analytics-mdar01

8 September 2021 - 10 September 2021

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 at 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:

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

Wednesday 8th ? Classes from 09:30 to 17:30
How to run a missing data analysis in mice
? Introduction to Bayesian analysis and missing data
? The use of Bayesian and likelihood-based methods in missing data analysis
? The fully conditional specification approach to missing data analysis

Thursday 9th ? Classes from 09:30 to 17:30
Including missing data in JAGS and Stan
? An introduction to the mice package
? Bayesian software tools JAGS/Stan for missing data analysis

Friday 10th ? Classes from 09:30 to 17:30
Advanced missing data analysis methods
? More advanced missing data analysis including non-ignorable and not
missing at random methods
? Missing data analysis in machine learning

Upcoming courses

Missing Data Analytics (MDAR01)
www.prstatistics.com/course/online-course-missing-data-analytics-mdar01
8 September 2021 - 10 September 2021

Functional ecology from organism to ecosystem: theory and computation (FEER02)
www.prstatistics.com/course/functional-ecology-from-organism-to-ecosystem-theory-and-computation-feer02/
13 September 2021 - 17 September 2021

Meta-analysis in ecology, evolution and environmental sciences (METR02)
www.prstatistics.com/course/meta-analysis-in-ecology-evolution-and-environmental-sciences-metr02/
13 September 2021 - 17 September 2021

Species Distribution Modeling using R (SDMR04)
www.prstatistics.com/course/species-distribution-modeling-using-r-sdmr04/
21 September 2021 - 30 September 2021

Multivariate analysis of ecological communities in R with the VEGAN
package (VGNR03)
www.prstatistics.com/course/multivariate-analysis-of-ecological-communities-in-r-with-the-vegan-package-vgnr03/
4 October 2021 - 8 October

Introduction to Data Wrangling and Data Visualization using R (DWDV01)
www.prstatistics.com/course/introduction-to-data-wrangling-and-data-visualization-using-r-dwdv01/
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Species distribution modelling with Bayesian statistics in R (SDMB03)
www.prstatistics.com/course/species-distribution-modelling-with-bayesian-statistics-in-r-sdmb03/
6 December 2021 - 10 December 2021

Bayesian Data Analysis (BADA01)
https://www.prstatistics.com/course/bayesian-data-analysis-bada01/
10th January 2022 - 14th January 2022

Stable Isotope Mixing Models using SIBER, SIAR, MixSIAR (SIMM08)
https://www.prstatistics.com/course/stable-isotope-mixing-models-using-r-simm08/
1st February 2022 - 4th February 2022