'STATS COURSE - Landscape (population) genetic data analysis using R'

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'STATS COURSE - Landscape (population) genetic data analysis using R'

Oliver Hooker
"Landscape (population) genetic data analysis using R”

Delivered by Dr. Rodney Dyer

http://prstatistics.com/course/introduction-to-phylogenetic-analysis-with-r-phyg/

This course will run from 18th – 22nd October 2016 at SCENE Field
Station, Loch Lomond, Glasgow, Scotland

The term ‘landscape genetics’ has been applied studies that
integrate ecological context and intervening landscape into population
genetic analyses of contemporary processes such as gene flow and
migration.  This course will cover the basics of both quantitative
landscape ecology and population genetics, focusing on how we develop
and evaluate spatial/genetic analyses using the R platform

Course content is as follows
Day 1
• Spatial & Ecological Data
• Installation & configuring R & RStudio
• Acquiring spatial data, projections, and visualization
• Vector and raster data

Day 2
• Genetic markers and basic analyses
• Genetic markers and sampling
• Genetic distance, diversity, and structure
• Ordination techniques based upon genetic markers

Day 3
• Integrating spatial and genetic data
• Barrier detection & population division
• Resistance Modeling
• Mantel and distance regressions
• Remote sensing - LiDAR and Hyperspectral data

Day 4
• Integrating spatial and genetic data
• Spatial autocorrelation
• Network Approaches
• PCMN & Redundancy

Day 5
• Adaptive Genetic Variance
• Outliers & gradients
• Quantitative genetics, why we should care.
• Chromosome walking

Please email any inquiries to [hidden email] or visit our
website www.prstatistics.com

Please feel free to distribute this material anywhere you feel is
suitable

Upcoming courses - email for details [hidden email]
1. ADVANCES IN SPATIAL ANALYSIS OF MULTIVARIATE ECOLOGICAL DATA (July)
2. INTRODUCTION TO BIOINFORMATICS USING LINUX (August)
3. GENETIC DATA ANALYSIS / EXPLORATION USING R (August)
4. INTRODUCTION TO BAYESIAN HIERARCHICAL MODELLING (August)
5. INTRODUCTION TO PYTHON FOR BIOLOGISTS (October)
6. APPLIED BAYESIAN MODELLING FOR ECOLOGISTS AND EPIDEMIOLOGISTS
(October)
7. PHYLOGENETIC DATA ANALYSIS USING R (Octobe/November)
8. SPATIAL ANALYSIS OF ECOLOGIC AL DATA USING R (November)
9. ADVANCING IN STATISTICAL MODELLING USING R (December)
10. MODEL BASED MULTIVARIATE ANALYSIS OF ECOLOGICAL DATA USING R
(January)
11. ADVANCED PYTHON FOR BIOLOGISTS (February)
12. NETWORK ANALYSIS FOR ECOLOGISTS USING R (March)
13. INTRODUCTION TO GEOMETRIC MORPHOMETRICS USING R (June)

Dates still to be confirmed - email for details
[hidden email]
• STABLE ISOTOPE MIXING MODELS USING SIAR, SIBER AND MIXSIAR USING R
• INTRODUCTION TO R AND STATISTICS FOR BIOLOGISTS
• BIOINFORMATICS FOR GENETICISTS AND BIOLOGISTS

Oliver Hooker
PR statistics

3/1
128 Brunswick Street
Glasgow
G1 1TF

+44 (0) 7966500340

www.prstatistics.com
www.prstatistics.com/organiser/oliver-hooker/

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