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September 2019
£275.00 - £550.00

R Package design and development and reproducible data science for biologists (RPKG01)

16 September 2019 - 20 September 2019
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course overview: This course will help students develop professional R coding skills by leading them through the process of making reproducible, sharable and easily communicated software centered around developing fully functional R packages and extensions. In addition to teaching traditional uses of R packages to share quantitative tools, we’ll also show how R packages can be easily developed for individual research projects to share reproducible results. To develop skills, we’ll build several R packages full of useful and general utility…

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Structural Equation Modelling and Path Analysis (SMPA01)

16 September 2019 - 20 September 2019
PS statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: To find out more or to book online via our sister company (PS statistics) use the link below… https://www.psstatistics.com/course/structural-equation-modelling-and-path-analysis-smpa01/ “This was by far the most useful statistic-related course I’ve done to date and I enjoyed all aspects of the course. The course was useful because it put into prospective the ecology aspect within the statistics. All parameters were explained in an ecological manner which made the math aspect much clearer. It helped to change the view I’ve got…

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Data Science/Analytics using Python (DSAP01)

23 September 2019 - 27 September 2019
PS statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: Coming soon... To find out more or to book online via our sister company (PS statistics) use the link below… https://www.psstatistics.com/course/data-science-analytics-using-python-dsap01/ “This was by far the most useful statistic-related course I’ve done to date and I enjoyed all aspects of the course. The course was useful because it put into prospective the ecology aspect within the statistics. All parameters were explained in an ecological manner which made the math aspect much clearer. It helped to change the view…

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October 2019
£275.00 - £500

Geometric morphometrics using (Geomorph) R (GMMR02)

14 October 2019 - 18 October 2019
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB 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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£275.00 - £540.00

Multivariate analysis of ecological communities in R with the VEGAN package (VGNR02)

21 October 2019 - 25 October 2019
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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£515.00

GIS and Remote Sensing analyses with R (GARM01)

21 October 2019 - 25 October 2019
Pasteur Hellenic Institute, Pasteur Hellenic Institute, Βασ. Σοφίας 127, Αθήνα, 11521, 115 21,
Athens, Greece

Course Overview: The course will cover the basics to perform spatial analyses using R as a Geographical Information System (GIS) platform and Remote Sensing as main data source. The course will provide a brief theoretical background of GIS tools and Remote Sensing data and techniques. By the end of this 5-day practical course, attendees will have the capacity to search satellite imagery, to manipulate Remote Sensing data, to create new variables, as well as to choose the best spatial tools…

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November 2019

Behavioural data analysis using maximum likelihood in R (BDML02)

4 November 2019 - 8 November 2019
PS 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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£275.00 - £540.00

Applied Bayesian modelling for ecologists and epidemiologists (ABME05)

11 November 2019 - 15 November 2019
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: This application-driven course will provide a founding in the basic theory & practice of Bayesian statistics, with a focus on MCMC modeling for ecological & epidemiological problems. Starting from a refresher on probability & likelihood, the course will take students all the way to cutting-edge applications such as state-space population modelling & spatial point-process modelling. By the end of the week, you should have a basic understanding of how common MCMC samplers work and how to program them,…

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£500

Introduction to structured population models and demographic distribution models (IIPM01)

18 November 2019 - 22 November 2019
Pasteur Hellenic Institute, Pasteur Hellenic Institute, Βασ. Σοφίας 127, Αθήνα, 11521, 115 21,
Athens, Greece

Course Overview Structured population models have become a central tool to explore evolutionary and ecological processes, such as selection gradients or responses to climate change, based on field demographic data. With recent advances in theoretical ecology and computing power, these models have further evolved. Over the last decade, Integral Projection Models (IPMs), a generalization of Matrix Populations Models, have gained popularity because of their simplicity, robustness, and flexibility. This course will draw on the connections between these approaches to help…

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£560.00

Geostatistics – Handling Spatial and Spatial-temporal data Using R (GSFE01)

18 November 2019 - 22 November 2019
The Fort Garry Hotel, 222 Broadway
Winnipeg, Winnipeg MB R3C 0R3 Canada

Course Overview: This 5-day course will cover the concepts, methods, and R tools that can be used to analyse spatial and spatiotemporal data through Geostatistic. The course will review data processing techniques relevant to spatial and spatiotemporal data sets. Following, we will cover spatial interpolation methods such as inverse distance weighted interpolation as well as simple, ordinary and universal kriging, sequential Gaussian (co)simulation and sequential indicator (co)simulation. Through these different interpolation methods, we will learn about the different types of…

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£550.00

Advanced Range, Niche, and Distribution Modeling (ASDM01)

25 November 2019 - 29 November 2019
Pasteur Hellenic Institute, Pasteur Hellenic Institute, Βασ. Σοφίας 127, Αθήνα, 11521, 115 21,
Athens, Greece

Course Overview Range modeling, also known as niche, distribution, or habitat use modeling, is among the most widely used tools in ecology. Its popularity is evidenced by the wide range of conceptual and statistical approaches that have been developed over the last two decades for quantifying ranges. We will spend much of our time on the most popular approach to range modeling - presence-only models - however we will draw connections to other data types and general principles for any…

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January 2020
£275.00 - £550.00

R 4 ALL (Andrew Beckerman & Dylan Childs) (R4LL01)

20th January 2020 - 23rd January 2020
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview This course provides training in the R statistical and programming language for data management, visualisation, and analysis. The R4All team, with more than 20 years experience delivering this course, will boost you up the initial learning curve, streamline your data management and analysis workflows, and give you scalable solutions. You will develop and take away robust and repeatable workflows for visualisation and statistical analyses, ranging from t-tests and ANOVA to generalised linear models and mixed effects models. Intended…

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March 2020
£275.00 - £550.00

Population genetics inference with ‘Migrate’ (PGMG01)

16th March 2020 - 20th March 2020
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: This 5-day course will cover population genetics data analysis using the software <i>Migrate</i>. Students will learn to operate the software to infer gene flow and population divergence model using sequence data and microsatellite marker data and compare and choose among different population genetics models. The course has two major components: a theoretical and a hands-on component where participants will use the software on their own computers. In the theoretical section, we will review coalescence theory and discuss concepts…

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May 2020
£275.00 - £530.00

Fuzzy logic to address gradual patterns in species distribution and diversity (FLDD01)

11th May 2020 - 14th May 2020
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: Live beings are constantly in motion and occur with varying frequency across space. Hence, categorical occurrence maps are always incomplete and oversimplified representations of species’ actual distributions. Analyses that build on such categorical data, such as most diversity, overlap and (dis)similarity indices, overlook important gradations in species occurrence. Fuzzy logic is a valuable tool to formally address the locational uncertainty and gradual variations that characterize biodiversity patterns. This course will show how fuzzy logic can be incorporated in…

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£275.00 - £550.00

Structural Equation Modelling for Ecologists and Evolutionary Biologists (SEMR03)

18th May 2020 - 22nd May 2020
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: The course is a primer on structural equation modelling (SEM) and confirmatory path analysis, with an emphasis on practical skills and applications to real-world data. Structural equation modelling is a rapidly growing technique in ecology and evolution that unites multiple hypotheses in a single causal network. It provides an intuitive graphical representation of relationships among variables, underpinned by well-described mathematical estimation procedures. Several advances in SEM over the past few years have expanded its utility for typical ecological…

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October 2020
£275.00 - £450.00

Ecological niche modelling using R (ENMR04)

5th October 2020 - 9th October 2020
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB 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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£275.00 - £550.00

Advanced Ecological Niche Modelling Using R (ANMR01)

12th October 2020 - 16th October 2020
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: Ecological niche, species distribution, habitat distribution, or climatic envelope models are different names for mechanistic and correlative models, which are empirical or mathematical approaches to the ecological niche of a species. These methods relate different types of ecogeographical variables (environmental, topographical, human) to species physiological data or geographical locations, in order to identify the factors limiting and defining the species' niche. ENMs have become popular because of their efficiency in the design and implementation of conservation management. Have…

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