April 2020
ONLINE COURSE – Introduction to Bayesian hierarchical modelling using R (IBHM04) This course will be delivered live
This course will now be delivered live by video link in light of travel restrictions due to the COVID-19 (Coronavirus) outbreak. This is a ‘LIVE COURSE’ – the instructor will be delivering lectures and coaching attendees through the accompanying computer practical’s via video link, a good internet connection is essential. 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…
Find out more »May 2020
ONLINE COURSE – Python for data science, machine learning, and scientific computing (PDMS02) This course will be delivered live
This course will now be delivered live by video link in light of travel restrictions due to the COVID-19 (Coronavirus) outbreak. This is a ‘LIVE COURSE’ – the instructor will be delivering lectures and coaching attendees through the accompanying computer practical’s via video link, a good internet connection is essential. TIME ZONE – Western European Time - however all sessions will be recorded and made available allowing attendees from different time zones to follow a day behind with an additional…
Find out more »ONLINE COURSE – Species Distribution Modelling using ‘Fuzzy Logic’ to address gradual patterns in species distribution and diversity (FLDD01) This course will be delivered live
This course will now be delivered live by video link in light of travel restrictions due to the COVID-19 (Coronavirus) outbreak. This is a ‘LIVE COURSE’ – the instructor will be delivering lectures and coaching attendees through the accompanying computer practical’s via video link, a good internet connection is essential. Please feel free to email oliverhooker@psstatistics.com with any questions, full course detials below. Course Overview: Live beings are constantly in motion and occur with varying frequency across space. Hence, categorical…
Find out more »ONLINE COURSE – Introduction to R for ecologists and evolutionary biologists (IRFB03) This course will be delivered live
This course will now be delivered live by video link in light of travel restrictions due to the COVID-19 (Coronavirus) outbreak. This is a ‘LIVE COURSE’ – the instructor will be delivering lectures and coaching attendees through the accompanying computer practical’s via video link, a good internet connection is essential. TIME ZONE – Western European Time - however all sessions will be recorded and made available allowing attendees from different time zones to follow a day behind with an additional…
Find out more »ONLINE COURSE – Ecological niche modelling using R (ENMR04) This course will be delivered live
This course will now be delivered live by video link in light of travel restrictions due to the COVID-19 (Coronavirus) outbreak. This is a ‘LIVE COURSE’ – the instructor will be delivering lectures and coaching attendees through the accompanying computer practical’s via video link, a good internet connection is essential. TIME ZONE – Western European Summer Time - however all sessions will be recorded and made available allowing attendees from different time zones to follow a day behind with an…
Find out more »ONLINE COURSE – Generalised Linear (MIXED) (GLMM), Nonlinear (NLGLM) And General Additive Models (MIXED) (GAMM) (GNAM01) This course will be delivered live
This course will now be delivered live by video link in light of travel restrictions due to the COVID-19 (Coronavirus) outbreak. This is a ‘LIVE COURSE’ – the instructor will be delivering lectures and coaching attendees through the accompanying computer practical’s via video link, a good internet connection is essential. TIME ZONE – Western European Time - however all sessions will be recorded and made available allowing attendees from different time zones to follow a day behind with an additional…
Find out more »June 2020
ONLINE COURSE – Introduction to R for ecologists and evolutionary biologists (IRFB04) This course will be delivered live
This course will now be delivered live by video link in light of travel restrictions due to the COVID-19 (Coronavirus) outbreak. This is a ‘LIVE COURSE’ – the instructor will be delivering lectures and coaching attendees through the accompanying computer practical’s via video link, a good internet connection is essential. TIME ZONE – Western European Time - however all sessions will be recorded and made available allowing attendees from different time zones to follow a day behind with an additional…
Find out more »ONLINE COURSE – Reproducible Data Science using RMarkdown, Git, R packages, Docker, Make & Drake, and other tools (RDRP01) This course will be delivered live
This course will now be delivered live by video link in light of travel restrictions due to the COVID-19 (Coronavirus) outbreak. This is a ‘LIVE COURSE’ – the instructor will be delivering lectures and coaching attendees through the accompanying computer practical’s via video link, a good internet connection is essential. TIME ZONE – Western European Time - however all sessions will be recorded and made available allowing attendees from different time zones to follow a day behind with an additional…
Find out more »July 2020
ONLINE COURSE – Applied Bayesian modelling for ecologists and epidemiologists (ABME06) This course will be delivwered live
This course will now be delivered live by video link in light of travel restrictions due to the COVID-19 (Coronavirus) outbreak. This is a ‘LIVE COURSE’ – the instructor will be delivering lectures and coaching attendees through the accompanying computer practical’s via video link, a good internet connection is essential. TIME ZONE – Central European Summer Time - however all sessions will be recorded and made available allowing attendees from different time zones to follow a day behind with an…
Find out more »August 2020
ONLINE COURSE – Introduction to mixed models using R and Rstudio (IMMR02) This course will be delivered live
This course will now be delivered live by video link in light of travel restrictions due to the COVID-19 (Coronavirus) outbreak. This is a ‘LIVE COURSE’ – the instructor will be delivering lectures and coaching attendees through the accompanying computer practical’s via video link, a good internet connection is essential. TIME ZONE – Western European Time - however all sessions will be recorded and made available allowing attendees from different time zones to follow a day behind with an additional…
Find out more »September 2020
ONLINE COURSE – Data wrangling using R and Rstudio (DWRS01) This course will be delivered live
This course will now be delivered live by video link in light of travel restrictions due to the COVID-19 (Coronavirus) outbreak. This is a ‘LIVE COURSE’ – the instructor will be delivering lectures and coaching attendees through the accompanying computer practical’s via video link, a good internet connection is essential. TIME ZONE – Western European Time - however all sessions will be recorded and made available allowing attendees from different time zones to follow a day behind with an additional…
Find out more »November 2020
ONLINE COURSE – Fundamentals of populations genetics using R (FOPG01) This course will be delivered live
Course Overview: The aim of the course is to introduce you to the fundamentals of population genetics theory, through quantitative visualizations of the dynamic of genetic elements within and between populations, using the R statistical programming language. We will be using a mixture of lectures, exercises, and case studies to increase the intuitive understanding of population genetics concepts and facilitate conceptual experimentation and visualization in R. By the end of the course participants should: 1. Understand the fundamentals of population…
Find out more »December 2020
ONLINE COURSE – Bayesian hierarchical modelling using R (IBHM05) This course will be delivered live
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…
Find out more »ONLINE COURSE – Nonlinear Regression using Generalized Additive Models (GAMR01) This course will be delivered live
Course Overview: This course provides a general introduction to nonlinear regression analysis using generalized additive models. As anM introduction, we begin by covering practically and conceptually simple extensions to the general and generalized linear models framework using polynomial regression. We will then cover more powerful and flexible extensions of this modelling framework by way of the general concept of basis functions, which includes spline and radial basis functions. We then move on to the major topic of generalized additive models…
Find out more »January 2021
ONLINE COURSE – Structural Equation Modelling for Ecologists and Evolutionary Biologists (SEMR03) This course will be delivered live
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…
Find out more »ONLINE COURSE – Advanced Ecological Niche Modelling Using R (ANMR01) This course will be delivered online
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…
Find out more »ONLINE COURSE – Species Distribution Modeling using R (SDMR03) This course will be delivered live
Course Overview: If you are interested in gaining the introductory knowledge required to work with SDMs, whether you be a student, postdoc, or practicing scientist, this course is for you.This four-day course will provide participants with the background knowledge and skills needed to get started in the use of species distribution models (SDMs) for applied and basic research. The course will focus on (1) the preparation of required spatial datasets (biological observations and environmental predictors); (2) practical considerations in the…
Find out more »February 2021
ONLINE COURSE – Model-based multivariate analysis of abundance data using R (MBMV03) This course will be delivered live
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…
Find out more »ONLINE COURSE – Making beautiful and effective maps in R (MAPR02) This course will delivered live
This course will now be delivered live by video link in light of travel restrictions due to the COVID-19 (Coronavirus) outbreak. This is a ‘LIVE COURSE’ – the instructor will be delivering lectures and coaching attendees through the accompanying computer practical’s via video link, a good internet connection is essential. TIME ZONE – Central European Summer Time - however all sessions will be recorded and made available allowing attendees from different time zones to follow a day behind with an…
Find out more »March 2021
ONLINE COURSE – Introduction to statistics using R and Rstudio (IRRS03) This course will be delivered live
This course will now be delivered live by video link in light of travel restrictions due to the COVID-19 (Coronavirus) outbreak. This is a ‘LIVE COURSE’ – the instructor will be delivering lectures and coaching attendees through the accompanying computer practical’s via video link, a good internet connection is essential. TIME ZONE – UK local time (GMT+0) - however all sessions will be recorded and made available allowing attendees from different time zones to follow a day behind with an…
Find out more »ONLINE COURSE – Functional ecology from organism to ecosystem: theory and computation (FEER02) This course will be delivered live
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…
Find out more »ONLINE COURSE – Introduction to generalised linear models using R and Rstudio (IGLM03) This course will be delivered live
This course will now be delivered live by video link in light of travel restrictions due to the COVID-19 (Coronavirus) outbreak. This is a ‘LIVE COURSE’ – the instructor will be delivering lectures and coaching attendees through the accompanying computer practical’s via video link, a good internet connection is essential. TIME ZONE – UK local time (GMT+0) - however all sessions will be recorded and made available allowing attendees from different time zones to follow a day behind with an…
Find out more »ONLINE COURSE – Introduction to mixed models using R and Rstudio (IMMR04) This course will be delivered live
This course will now be delivered live by video link in light of travel restrictions due to the COVID-19 (Coronavirus) outbreak. This is a ‘LIVE COURSE’ – the instructor will be delivering lectures and coaching attendees through the accompanying computer practical’s via video link, a good internet connection is essential. TIME ZONE – UK local time (GMT+0) - however all sessions will be recorded and made available allowing attendees from different time zones to follow a day behind with an…
Find out more »April 2021
ONLINE COURSE – Data visualization using GG plot 2 (R and Rstudio) (DVGG02) This course will be delivered live
This course will now be delivered live by video link in light of travel restrictions due to the COVID-19 (Coronavirus) outbreak. This is a ‘LIVE COURSE’ – the instructor will be delivering lectures and coaching attendees through the accompanying computer practical’s via video link, a good internet connection is essential. TIME ZONE – UK local time (GMT+0) - however all sessions will be recorded and made available allowing attendees from different time zones to follow a day behind with an…
Find out more »ONLINE COURSE – Model selection and model simplification (MSMS01) This course will be delivered live
This course will now be delivered live by video link in light of travel restrictions due to the COVID-19 (Coronavirus) outbreak. This is a ‘LIVE COURSE’ – the instructor will be delivering lectures and coaching attendees through the accompanying computer practical’s via video link, a good internet connection is essential. TIME ZONE – UK local time (GMT+0) - however all sessions will be recorded and made available allowing attendees from different time zones to follow a day behind with an…
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