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August 2017
£300.00 - £600.00

Spatial analysis of ecological data using R (SPAE05)

7th August 2017 - 12th August 2017
SCENE, Loch Lomond, Rowardennan,
Glasgow, Scotland, G63 0AW, United Kingdom

Course Overview: The course will cover the concepts and R tools that can be used to analyse spatial data in ecology covering elementary and advanced spatial analysis techniques applicable to both plants and animals. We will investigate analyses appropriate to transect (e.g. line surveys, trapping arrays), grid (e.g. occupancy surveys) and point data (e.g. telemetry). The focal questions will be on deriving species distributions, determining their environmental drivers and quantifying different types of associated uncertainty. Novel methodology for generating predictions…

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December 2017
£260.00 - £550.00

Advancing in statistical modelling for evolutionary biologists and ecologists using R (ADVR07)

4th December 2017 - 8th December 2017
Margam Discovery Centre, Magram Park
Port Talbot , SA13 2UA United Kingdom

Course Overview: This course will provide an introduction to working with real-life data typical of those encountered in the field of evolutionary biology and ecology. The course will be delivered by Dr. Luc Bussiere, Dr. Tom Houslay and Dr. Ane Timenes Laugen who are all practicing academics in the field of evolutionary biology.  This five day course will consist of series of modules (each lasting roughly half a day) covering model selection and simplification, generalised linear models, mixed effects models,  and non-linear models. Along…

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January 2018
£260 - £620

Introduction to Bayesian hierarchical modelling using R (IBHM02)

29 January 2018 - 2 February 2018
SCENE, Loch Lomond, Rowardennan,
Glasgow, Scotland, G63 0AW, United Kingdom

Course Overview: This course will cover introductory hierarchical modelling for real-world data sets from a Bayesian perspective. These methods lie at the forefront of statistics research and are a vital tool in the scientist’s toolbox. The course focuses on introducing concepts and demonstrating good practice in hierarchical models. All methods are demonstrated with data sets which participants can run themselves. Participants will be taught how to fit hierarchical models using the Bayesian modelling software Jags and Stan through the R…

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£260.00 - £460.00

Phylogenetic data analysis using R (PHYL02)

29 January 2018 - 2 February 2018
SCENE, Loch Lomond, Rowardennan,
Glasgow, Scotland, G63 0AW, United Kingdom

Course Overview: The main objectives of the course are to teach the theoretical bases of phylogenetic analysis, and to give the ability to initiate a phylogenetic analysis starting from the files of molecular sequences until the interpretation of the results and the graphics. The introduction will cover a brief historical background and an overview of the different methods of phylogenetic inference. Different kinds of data will be considered, but with a special emphasis on DNA sequences. The software used will…

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February 2018
£275.00 - £490.00

Reproducible data science for population genetics (RDPG01)

17 February 2018
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: With the increasing availability of various types of genetic and genomic data, population genetics and molecular ecology are becoming largely data driven sciences. Understanding the evolutionary, demographic, and ecological underpinning the genetic makeup of natural populations now relies on a combination of exploratory approaches and models. This course will provide an in-depth introduction to these techniques, with a strong emphasis on reproducibility though the use of modern analytic practices and tools. After an introduction to phylogenetic reconstruction, the…

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£260.00 - £450.00

Geometric morphometrics using R (GMMR01)

19 February 2018 - 23 February 2018
Margam Discovery Centre, Magram Park
Port Talbot , SA13 2UA United Kingdom

Course overview: The field of geometric morphometrics (GM) is concerned with the quantification and analysis of patterns of shape variation, and its covariation with other variables. Over the past several decades these approaches have become a mainstay in the field of ecology, evolutionary biology, and anthropology, and a panoply of analytical tools for addressing specific biological hypotheses concerning shape have been developed. The goal of this is to provide participants with a working knowledge of the theory of geometric morphometrics,…

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March 2018

Spatial Prioritization with Marxan (MRXN01)

5 March 2018 - 9 March 2018
SCENE, Loch Lomond, Rowardennan,
Glasgow, Scotland, G63 0AW, United Kingdom

Course Overview: Marxan (Ian Ball and Hugh Possingham, 2000) is a software program used to support the design of marine and terrestrial reserves.  Marxan is now used by over 6000 people in 150 countries, making it the most the most widely used conservation planning tool in the world. In simple terms, Marxan analyzes scientific and geographic data to help users allocate space in ways that maximize values such as biodiversity, land value, cultural significance, and economic productivity whilst minimizing cost.…

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£260.00 - £460.00

Ecological niche modelling using R (ENMR02)

12 March 2018 - 16 March 2018
SCENE, Loch Lomond, Rowardennan,
Glasgow, Scotland, G63 0AW, United Kingdom

Course Overview: The course will cover the base theory of ecological niche modelling and its main methodologies. By the end of this 5-day practical course, attendees will have the capacity to perform ecological niche models and understand their results, as well as to choose and apply the correct methodology depending on the aim of their type of study and data. Ecological niche, species distribution, habitat distribution, or climatic envelope models are different names for similar mechanistic or correlative models, empirical…

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Behavioural data analysis using maximum likelihood in R (BDML01)

19 March 2018 - 23 March 2018
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: This 5-day course will involve a combination of lectures and practical sessions. Students will learn to build and fit custom models for analysing behavioural data using maximum likelihood techniques in R. This flexible approach allows a researcher to a) use a statistical model that directly represents their hypothesis, in cases where standard models are not appropriate and b) better understand how standard statistical models (e.g. GLMs) are fitted, many of which are fitted by maximum likelihood. Students will…

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April 2018
£275.00 - £480.00

Network analysis for ecologists using R (NTWA02)

9 April 2018 - 13 April 2018
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course overview: The first graphical representation of a food web dates back to 1880, with the pioneering works of Lorenzo Camerano. Since then, research on ecological networks has further developed and ecology is one of the fields that contributed the most to the growth of network science. Nowadays, ecologists routinely apply network analysis with a diverse set of objectives that range from studying the stability of ecological communities to quantifying energy flows in ecosystems. The course is intended to provide…

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Introduction to statistical modelling for psychologists in R (IPSY01)

16 April 2018 - 20 April 2018
PS statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: This course will provide an introduction to working with real-life data typical of those encountered in the field of psychology. The course will be delivered by Dr. Dale Barr and Dr. Luc Bussière, who are practicing academics in the fields of psychology and evolutionary biology respectively, with many years of expertise with R and statistical modelling as both scientists and instructors.  This five-day course will consist of series of modules (each lasting roughly half a day) covering topics including the…

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£275.00 - £540.00

Multivariate analysis of ecological communities in R with the VEGAN package (VGNR01)

23 April 2018 - 27 April 2018
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: This 5-day course will cover the concepts, methods, and R tools that can be used to analyse community ecology data. The course will review data processing techniques relevant to multivariate data sets. We will cover diversity and null-model analysis, distance measures and distance based multivariate methods, clustering, classification, and dimension reduction techniques using the vegan R extension package. We will use real world data sets to motivate the analyses, e.g. describing patterns along environmental or anthropogenic disturbance gradients,…

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£275.00 - £540.00

Quantitative geographic ecology using R: modelling genomes, niches, and communities (QGER01)

30 April 2018 - 4 May 2018
PR statistics head offcice, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: Spatial modelling is increasingly being used in ecology and evolutionary biology for both basic and applied research questions. While emphasis traditionally has been on species-level niche modelling, the increasing availability of genomic and community-level data has increased interest in modelling biodiversity patterns above and below the species level. This 5-day course will provide a thorough introduction to different spatial modelling techniques for quantifying and visualizing patterns of biodiversity across scales of biological organization - from population-level genetic variation,…

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May 2018
£300 - £600.00

Advances in Spatial Analysis of Multivariate Ecological Data: Theory and Practice (MVSP03)

7 May 2018 - 11 May 2018
Orford Musique, 3165 Chemin du Parc
Orford, Quebec J1X 7A2 Canada

Course Overview: The course will describe recent methods (concepts and R tools) that can be used to analyse spatial patterns in community ecology. The umbrella concept of the course is beta diversity, which is the spatial variation of communities. These methods are applicable to all types of communities (bacteria, plants, animals) sampled along transects, regular grids or irregularly distributed sites. The new methods, collectively referred to as spatial eigen-function analysis, are grounded into techniques commonly used by community ecologists, which…

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£300.00 - £550.00

Introduction to Mixed (Hierarchical) models for biologists using R (IMBR01)

14 May 2018 - 18 May 2018
Orford Musique, 3165 Chemin du Parc
Orford, Quebec J1X 7A2 Canada

Course overview: Mixed models, also known as hierarchical models and multilevel models, is a useful class of models for many applied sciences, including biology, ecology and evolution. The goal of this course is to give a thorough introduction to the logic, theory and most importantly implementation of these models to solve practical problems in ecology. Participants are not expected to know mathematics beyond the basic algebra and calculus. Participants are expected to know some R programming and to be familiar…

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Introduction to remote sensing and GIS for ecological applications (IRMS01)

21 May 2018 - 25 May 2018
PR informatics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: The course will deal with different aspects related to the use of remote sensing and GIS in spatial ecology by using the Free and Open Source Software GRASS GIS coupled with R. By the end of this 5-day practical course, attendees will have the capacity to deal with ecological patterns and processes by using GIS and remote sensing algorithms. The increasing availability of open ecological and geographical data through networks such as the Global Biodiversity Information Facility (GBIF,…

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Introduction to Python for biologists (IPYB05)

21 May 2018 - 25 May 2018
PR informatics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: Python is a dynamic, readable language that is a popular platform for all types of bioinformatics work, from simple one-off scripts to large, complex software projects. It gives an overview of the language with an emphasis on practical problem-solving, using examples and exercises drawn from various aspects of bioinformatics work. After completing the workshop, students should be in a position to (1) apply the skills they have learned to tackle problems in their own research and (2) continue…

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£235.00 - £550.00

Stable Isotope Mixing Models using SIBER, SIAR, MixSIAR (SIMM04)

28 May 2018 - 31 May 2018
Orford Musique, 3165 Chemin du Parc
Orford, Quebec J1X 7A2 Canada

Course overview: This course will cover the concepts, technical background and use of stable isotope mixing models (SIMMs) with a particular focus on running them in R. This course will cover the concepts, technical background and use of stable isotope mixing models (SIMMs) with a particular focus on running them in R. Recently SIMMs have become a very popular tool for quantifying food webs and thus the diet of predators and prey in an ecosystem. Starting with only basic understanding…

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Advanced Python for biologists (APYB02)

28 May 2018 - 1 June 2018
PR informatics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course overview: Python is a dynamic, readable language that is a popular platform for all types of bioinformatics work, from simple one-off scripts to large, complex software projects. This workshop is aimed at people who already have a basic knowledge of Python and are interested in using the language to tackle larger problems. In it, we will look in detail at the parts of the language which are particularly useful in scientific programming, and at the tools Python offers for…

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June 2018
£300.00 - £550.00

Species distribution models using R (SDMR01)

12 June 2018 - 15 June 2018
Myuna Bay Sport and Recreation, Wangi Road,
Myuna Bay,, New South Wales 2264 Australia

Course Overview: The aim of this four-day course is to work towards an understanding of, and practical ability to fit, species distribution models (SDMs). It will be useful if you plan to use SDMs, or if you just want to understand them better. We will focus on statistical models of species distributions – those that combine observed species records with environmental data. Using a mixture of lectures, computer exercises and case studies, participants will learn to: identify relevant data, and prepare…

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Species distribution/occupancy modelling using PRESENCE and R (OCCU01)

25 June 2018 - 29 June 2018
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

This course is being provided through a collaboration of PR statistics and Proteus and will be delivered by Dr. Darryl MacKenzie Course Overview: The presence or absence of a species across a set of landscape units is a fundamental concept widely used in ecology (e.g., species range or distribution, epidemiology, habitat modeling, resource selection probability functions, as a monitoring metric, metapopulation studies, biodiversity and species co-occurrence). An important sampling issue, however, is that a species may not always be detected…

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July 2018

Social Network Analysis for Behavioural Scientists using R (SNAR01)

2 July 2018 - 6 July 2018
PS statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: This workshop will provide students with the opportunity to learn how to use social network analysis to analyze social relational datasets such as human friendship networks or animal social networks. Attendees will learn how to use R and several R packages including igraph, sna, network, asnipe, timeordered, tsna to create network graphs, calculate descriptive network metrics, use randomization and random models to evaluate the significance of these metrics, determine graph structural properties including community structures, use QAP and…

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£275.00 - £530.00

Model base multivariate analysis of abundance data using R (MBMV02)

8 July 2018 - 12 July 2018
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: This course will provide an introduction to modern multivariate techniques, with a special focus on the analysis of abundance or presence/absence data. Multivariate analysis in ecology has been changing rapidly in recent years, with a focus now on formulating a statistical model to capture key properties of the observed data, rather than transformation of data using a dissimilarity-based framework. In recent years, model-based techniques have been developed for hypothesis testing, identifying indicator species, ordination, clustering, predictive modelling, and…

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Eukaryotic metabarcoding (EUKB01)

23 July 2018 - 27 July 2018
PR informatics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: Metabarcoding techniques are a set of novel genetic tools for assessing biodiversity of natural communities. Their potential applications include (but are not limited to) accurate water quality, soil diversity assessment, trophic analyses of digestive contents, early detection of non-indigenous species, studies of global ecological patterns and biomonitoring of anthropogenic impacts. This course will give an overview of metabarcoding procedures with an emphasis on practical problem-solving and hands-on work using analysis pipelines on real datasets. After completing the course,…

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August 2018

Phytomappers Pro,: A Master Class for Mapping Plants With Drones

6 August 2018 - 10 August 2018
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: Phytomappers Pro was created to scale drone education for agricultural and other related verticals, such as scientific, forestry, and environmental consultancies. This course walks step-by-step through everything you'd need to know to get started mapping plants professionally, including:
 • The theory behind vegetation indices, such as NDVI
 • Best-practices for image capture
 • Drone and camera hardware
 • Mission planning software
 • Image processing and data outputs using Pix4D
 • Cloud tools
 • Example datasets We teach you…

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