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June 2018

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

25th June 2018 - 29th 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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October 2018

£275.00 – £500.00

Time series models for ecologists (TSME02)

1st October 2018 - 5th October 2018
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: This course will cover time series analysis with a particular focus on applications in ecology. All methods will be illustrated using the free, open-source software package R. The course is designed for attendees that have a basic knowledge of R and elementary statistics but not necessarily time series. Time Series data are ubiquitous in the physical sciences, and models for their behaviour enable scientists to understand temporal dynamics and predict future values. The course will cover a range…

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Introduction to Frequentist and Bayesian mixed (Hierarchical) models (IFBM01)

8th October 2018 - 12th October 2018
PS statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: This course will cover introductory mixed or hierarchical modelling (fixed and random effects models) for real-world data sets from both a Frequentist and 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 mixed modelling. All methods are demonstrated with data sets which participants can run themselves. Participants will be taught how to fit hierarchical models using both the standard lme4…

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IN HOUSE Introduction to R for biologists (INHO04)

23rd October 2018 - 25th October 2018

Course overview:  This is a private 'in house' course being delivered on site. If you would be interested in organising an in house course at your institute or place of work please contact oliverhooker@prstatistics.com to see if we can cover your desired subject

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November 2018

£220.00 – £480.00

Phylogenetic comparative methods for studying diversification and phenotypic evolution (PCME01)

5th November 2018 - 8th November 2018
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: Phylogenetic comparative methods are commonly used nowadays to investigate how species diversification occurs and to test hypotheses about the mechanisms that drive phenotypic evolution, e.g. to model speciation and extinction, to understand why some groups are more diverse than others, to test whether phenotypic traits have evolved under neutral, directional or diversifying selection, to investigate how evolutionary rates are modified across the evolutionary history of a group etc. In all these cases, a phylogenetic hypothesis for the group…

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IN HOUSE Introduction to spatial analysis using R (INHO05)

12th November 2018 - 16th November 2018

Course overview:  This is a private 'in house' course being delivered on site. If you would be interested in organising an in house course at your institute or place of work please contact oliverhooker@prstatistics.com to see if we can cover your desired subject

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£275.00 – £510.00

Functional ecology from organism to ecosystem: theory and computation (FEER01)

26th November 2018 - 30th November 2018
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: The course will describe different aspects and methods in the field of functional ecology, combining theoretical lessons with hands-on real data. Lectures will provide the theoretical and mathematical basis for different applications of functional traits at organismal, community and ecosystem levels, with examples across different trophic levels. This will serve as a basis for exploring the practical tools to connect the effect of land-use and climate change on biodiversity to the effect of biodiversity on to multiple ecosystem…

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January 2019

Statistical modelling of time-to-event data using survival analysis: an introduction for animal behaviourists, ecologists and evolutionary biologists (TTED01)

21st January 2019 - 25th January 2019
PS statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: Survival analysis is a set of statistical methods initially designed to analyse data giving the times at which individuals die, and assess the effect that different predictor variables have on the rate of death. However, its applications are much broader than this: it can be used to analyse any time-to-event data. Ecologists and evolutionary biologists often encounter data of this kind. Often factors influencing survival itself will be of interest. But there are many other cases, e.g. what…

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£275.00 – £490.00

Advancing in statistical modelling for evolutionary biologists and ecologists using R (ADVR08)

21st January 2019 - 25th January 2019
PR 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 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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£275.00 – £510.00

Aquatic Acoustic Telemetry Data Analysis (ATDA01)

28th January 2019 - 1st February 2019
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: Acoustic telemetry has become increasingly popular as a method of choice for monitoring the movements and behaviour of aquatic animals globally.  Increasingly smaller tags along with improvements in battery technology have allowed for tagging a wide variety of species and life stages, enabling monitoring of individuals as small as salmon smolts and as large as whale sharks for periods from 30 days to 10 years.  Receiver technology also continues to evolve and increasingly allows for data to be…

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April 2019

Introduction to statistical modelling for psychologists in R (IPSY02)

1st April 2019 - 5th April 2019
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 – £510

Individual based models using R (and netlogo) (IBMS01)

1st April 2019 - 5th April 2019
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: This workshop will provide attendees with the opportunity to learn how (1) to understand; (2) run simulations of readily available Individual Based Models (IBMs); (3) analyze the outputs of IBMs; (4) parameterize IBMs, and (5) code relatively basic IBMs in R and NetLogo. Examples and applications will include cases from diverse domains and scientific disciplines such as social sciences, biology, and environmental sciences. Intended Audience This workshop is ideal for any scientists seeking an introduction as well as…

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£275.00 – £490

Machine learning using R (MLUR01)

8th April 2019 - 12th April 2019
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: This workshop will provide attendees with the opportunity to learn how to use machine learning to analyze data coming from diverse data domains and scientific disciplines and without necessarily prior knowledge of the scientific discipline where the data are coming from. Attendees will learn how to use R and several R packages including classification and regression trees, ensembles and bagging, random forests, neural networks, and boosting (learning from mistakes). These techniques will be used for data classification, determining…

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£275.00 – £480.00

Introduction to GIS and spatial analysis with R (GISR01)

22nd April 2019 - 26th April 2019
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course overview: This course aims at providing audience with the essential tools for working with spatially explicit data within the statistical environment R, with particular reference to ecological applications (e.g. species distribution models, resources and habitat selection, home range analyses...). Practical sessions will primarily use the free statistical software, R – prior experience (even if some practice before you come) will be useful. Example data will be provided but participants may also bring their own data. Intended Audience This workshop…

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June 2019

Introduction to Python for biologists (IPYB06)

10th June 2019 - 14th June 2019
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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Advanced Python for biologists (APYB03)

17th June 2019 - 21st June 2019
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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Microbiome Data Analysis Using QIIME2 (MBQM01)

24th June 2019 - 28th June 2019
PR informatics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: This course will provide a theoretical, analytical and practical introduction to QIIME 2 (canonically pronounced ‘chime two’), which stands for Quantitative Insights into Microbial Ecology 2, and Qiita (canonically pronounced ‘cheetah’), a multiomics and multi-study online tool. QIIME 2 and Qiita are open source software packages for comparison and analysis of microbial communities, primarily based on high-throughput amplicon sequencing data (such as SSU rRNA) generated on a variety of platforms, but also supporting analysis of other types of…

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July 2019

£275.00 – £480.00

Bioacoustics for ecologists: Hardware, Survey design and Data analysis (BIAC01)

1st July 2019 - 5th July 2019
PR statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB United Kingdom

Course Overview: This course will introduce and explain the different applications for bioacoustics to answer ecological questions. Starting with a detailed overview of the correct and most efficient methods of data collecting in the field, this course will then go on to show delegates cutting edge methods for analysing and interpreting different types of bioacoustic data. By the end of this 5-day practical course, attendees will have the capacity to set up and deploy recording devices, download acoustic data, how…

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Introduction to Bayesian hierarchical modelling using R (IBHM03)

8th July 2019 - 12th July 2019
PS statistics head office, 53 Morrison Street
Glasgow, Scotland G5 8LB 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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August 2019

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

5th August 2019 - 9th August 2019

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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A Quickstart Guide to Plants and Drones for Professionals

12th August 2019 - 16th August 2019

Course Overview: The Quick-start Guide to Plants and Drones is a FREE course! The goal of this course is to bring students up to speed quickly on the commercial drone industry and specifically where plant mapping fits in. The class provides a general overview of where the drone industry has been and where it is headed next, specifically as it relates to plant-related industries, including agriculture, forestry, scientific, and more. This course assumes you are a professional (or want to…

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September 2019

Generalised Linear (GLM), Nonlinear (NLGLM) And General Additive Models (GAM) (GNAM01)

9th September 2019 - 13th 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/generalised-linear-glm-nonlinear-nlglm-and-general-additive-models-gam-gnam01/ “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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£275.00 – £550.00

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

16th September 2019 - 20th 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)

16th September 2019 - 20th 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)

23rd September 2019 - 27th 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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