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Topics & Lectures

Evolutionary processes in ecological communities - Manolis Ladoukakis & Anastasia Gioti

Lecture 1: Microbial ecology from an evolutionary perspective. (Ladoukakis)

Lecture 2: Molecular ecology of microbes in the NGS era. (Gioti)

Practical 1: Calculating alpha and beta diversity from microbial community data (Ladoukakis)

Practical 2: Correlating community variation with environmental factors. (Gioti)

Major concepts in community ecology and biogeography - Korhan Ozkan

Lecture: Species environmental relationships and ecosystem interactions.

Practical: Multivariate methods in community ecology and niche estimation.

Species interactions in ecological networks - Emre Keskin

Lecture: DNA-Based Next Generation of bio-monitoring and community analyses.

Practical: eDNA metabarcoding and OTU clustering tests.

Bayesian models in ecology and evolution - Istem Fer

Lecture: Bayesian inference and numerical methods

Practical: Application of bayesian models using R

Reading material: link

Rpackages

  • JAGs Bayesian modelling software

  • rjags R package to call JAGs from within the R environment

  • coda R package for the analysis of MCMC output

  • DHARMa R package to calculate residual diagnostics for hierarchical regression models

Genetics of populations - Efe Sezgin

Lecture: Molecular evolution and coalescent theory.

Practical: Drosophila and human population genetics

Reading material: link

Programs: DNAsp & Arlequin

Evolutionary Quantitative Genetics and Applications - Bahar Patlar

Lecture: Quantitative genetics and response to selection in quantitative traits.

Practical: Quantitative genetics with R.

Reading material: link

Quantifying positive selection from genomic data - Pavlos Pavlidis

Lecture: Selective sweep localization in full genome data

Practical: Inference of population demography and selective sweep detection.

Analysis of ancient DNA - Nikos Psonis

Lecture: Introduction to ancient DNA and bioinformatic challenges

Practical: Computational tools for analysis of aDNA

Reading material and sex determination scripts: link

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Detailed program and lecture schedule can be downloaded here

All course material (lectures and example data sets) will be available online soon.

Thank you for your patience.

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