[R-sig-eco] ONLINE COURSE – Nonlinear Regression using Generalized Additive Models (GAMR02)

Fri Aug 12 20:01:35 CEST 2022

ONLINE COURSE – Nonlinear Regression using Generalized Additive Models
(GAMR02)

https://www.prstatistics.com/course/nonlinear-regression-using-generalized-additive-models-gamr02/

2nd - 3rd November

Please feel free to share!

COURSE DETAILS

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 software interface. The course covers the full gamut from
simple regression models through to full generalised multivariate
hierarchical structures. A Bayesian approach is taken throughout, meaning
that participants can include all available information in their models and
estimates all unknown quantities with uncertainty. Participants are
encouraged to bring their own data sets for discussion with the course
tutors.

Email oliverhooker using prstatistics.com

*Up-coming and pre recorded courseS*

Wednesday, June 15th, 2022

ONLINE COURSE – Model Selection and Model Simplification Using R And
Rstudio (IMMR06) This course will be delivered live

https://www.prstatistics.com/course/model-selection-and-model-simplification-msms03/

Monday, June 20th 2022

ONLINE COURSE – Bayesian GLM’s For Ecologists (BGFE01) This course will be
delivered live

https://www.prstatistics.com/course/bayesian-glms-or-ecologists-bgfe01/

Wednesday, June 20th, 2022

ONLINE COURSE – Introduction to Machine Learning and Deep Learning using R
(IMDL03) This course will be delivered live

https://www.prstatistics.com/course/introduction-to-machine-learning-and-deep-learning-using-r-imdl03/

Monday July 11th 2022

ONLINE COURSE – Introduction to spatial analysis of ecological data using R
(ISPE05) This course will delivered live

https://www.prstatistics.com/course/introduction-to-spatial-analysis-of-ecological-data-using-r-ispe05/

Monday, August 15th, 2022

ONLINE COURSE – Landscape genetic data analysis using R (LNDG05) This
course will be delivered live

https://www.prstatistics.com/course/landscape-genetic-data-analysis-using-r-lndg05/

Monday, August 29th 2022

ONLINE COURSE – Introduction To Multivariate Analysis In Ecology And
Evolutionary Biology (IMAE01) This course will be delivered live

https://www.prstatistics.com/course/online-course-introduction-to-multivariate-analysis-in-ecology-and-evolutionary-biology-imae01-this-course-will-be-delivered-live/

Monday, September 12th, 2022

ONLINE COURSE – Multivariate Analysis Of Ecological Communities Using R
With The VEGAN package (VGNR04) This course will be delivered live

https://www.prstatistics.com/course/multivariate-analysis-of-ecological-communities-using-r-with-the-vegan-package-vgnr04/

Tuesday, September 13th, 2022

ONLINE COURSE – Bioacoustics For Ecologists: Hardware, Survey design And
Data analysis (BIAC03) This course will be delivered live

https://www.prstatistics.com/course/bioacoustics-for-ecologists-hardware-survey-design-and-data-analysis-biac03/

Monday, September 26th, 2022

ONLINE COURSE – Species Distribution Modelling With Bayesian Statistics
Using R (SDMB04) This course will be delivered live

https://www.prstatistics.com/course/online-course-species-distribution-modelling-with-bayesian-statistics-in-r-sdmb04/

Monday, September 26th, 2022

ONLINE COURSE – Remote Sensing With Satellite Multi-Spectral Sensors
(RSMS01) This course will be delivered live

https://www.prstatistics.com/course/remote-sensing-with-satellite-multi-spectral-sensors-rsms01/

Monday, 28th November, 2022

ONLINE COURSE – Remote Sensing With Aircraft And Drone LiDAR Sensors
(RSLD01) This course will be delivered live

https://www.prstatistics.com/course/remote-sensing-with-aircraft-and-drone-lidar-sensors-rsld01/

Monday, December 12th, 2022

ONLINE COURSE – Ecological niche modelling using R (ENMR04) This course
will be delivered live

https://www.prstatistics.com/course/ecological-niche-modelling-using-r-enmr04/

Monday, February 6th, 2023

ONLINE COURSE – Remote Sensing With Drone RGB And Near Infrared Cameras
(RSWD01) This course will be delivered live

https://www.prstatistics.com/course/remote-sensing-with-drone-rgb-and-near-infrared-cameras-rswd01/

*Remember* we have over 30 courses archived and available on demand on our
recorded courses page https://www.prstatistics.com/recorded-courses/
<https://www.prstatistics.com/recorded-courses/>*

Moving our courses online due to the COVID pandemic has allowed us to
archive all our previous courses and offer them in a recorded format.

*This is ideal for;*
People with busy schedules who can’t take long periods off work to attend
workshops.
Allows attendees to work at their own pace with email support.
Suitable for people from all timezones.
The recordings are taken from our Live Online Courses which ensures all
materials and software packages are constantly up-to-date.

‘General’ Courses

FREE 1 DAY INTRO TO R AND R STUDIO (FIRR01R)

https://www.prstatistics.com/course/free-1-day-intro-to-r-and-r-studio-firr01r/

Introduction To Statistics Using R And Rstudio (IRRS03R)

https://www.prstatistics.com/course/introduction-to-statistics-using-r-and-rstudio-irrs03r/

Introduction To Generalised Linear Models Using R And Rstudio (IGLM04R)

https://www.prstatistics.com/course/introduction-to-generalised-linear-models-using-r-and-rstudio-iglm04r/

Introduction To Mixed Models Using R And Rstudio (IMMR05R)

https://www.prstatistics.com/course/introduction-to-mixed-models-using-r-and-rstudio-immr05r/

Nonlinear Regression Using Generalized Additive Models (GAMR01R)

https://www.prstatistics.com/course/nonlinear-regression-using-generalized-additive-models-gamr01r/

Hidden Markov and State Space Models Using R (HMSS01R)

Coming soon

Introduction To Machine Learning And Deep Learning Using R (IMDL02R)

https://www.prstatistics.com/course/introduction-to-machine-learning-and-deep-learning-using-r-imdl02r/

Model Selection And Model Simplification (MSMS02R)

https://www.prstatistics.com/course/model-selection-and-model-simplification-msms02r/

Reproducible Data Science Using RMarkdown, Git, R Packages, Docker, Make &
Drake And Other Tools (RDRP01R)

https://www.prstatistics.com/course/reproducible-data-science-using-rmarkdown-git-r-packages-docker-make-drake-and-other-tools-rdrp01r/

Data Wrangling Using R And Rstudio (DWRS02R)

https://www.prstatistics.com/course/data-wrangling-using-r-and-rstudio-dwrs02r/

Data visualization using GG plot 2 (R and Rstudio) (DVGG02R)

https://www.prstatistics.com/course/data-visualization-using-gg-plot-2-r-and-rstudio-dvgg02r/

Introduction To Data Wrangling And Data Visualization Using R (DWDV01R)

https://www.prstatistics.com/course/introduction-to-data-wrangling-and-data-visualization-using-r-dwdv01r/

Bayesian

Fundamentals of Bayesian Data Analysis using R (FBDA01R)

https://www.prstatistics.com/course/introduction-fundamentals-of-bayesian-data-analysis-statistics-using-r-fbda01r/

Bayesian Approaches To Regression And Mixed Effects Models Using R And brms
(BARM01R)

https://www.prstatistics.com/course/bayesian-approaches-to-regression-and-mixed-effects-models-using-r-and-brms-barm01r/

Bayesian Hierarchical Modelling Using R (IBHM05R)

https://www.prstatistics.com/course/bayesian-hierarchical-modelling-using-r-ibhm05r/

Bayesian Data Analysis (BADA01R)

https://www.prstatistics.com/course/bayesian-data-analysis-bada01r/

Introduction To Stan For Bayesian Data Analysis (ISBD01R)

https://www.prstatistics.com/course/introduction-to-stan-for-bayesian-data-analysis-isbd01r/

Spatial / Spatial Ecology

Introduction To Spatial Analysis Of Ecological Data Using R (ISPE04R)

https://www.prstatistics.com/course/introduction-to-spatial-analysis-of-ecological-data-using-r-ispe04r/

Making Beautiful And Effective Maps In R (MAPR03R)

https://www.prstatistics.com/course/making-beautiful-and-effective-maps-in-r-mapr03r/

Adapting to the recent changes in R spatial packages (sf, terra, PROJ
library) (PROJ02R)

https://www.prstatistics.com/course/adapting-to-the-recent-changes-in-r-spatial-packages-sf-terra-proj-library-proj02r/

Species Distribution Modeling using R (SDMR04R)

https://www.prstatistics.com/course/species-distribution-modeling-using-r-sdmr04r/

Ecological niche modelling using R (ENMR03R)

https://www.prstatistics.com/course/ecological-niche-modelling-using-r-enmr03r/

Advanced Ecological Niche Modelling Using R (ANMR01R)

https://www.prstatistics.com/course/advanced-ecological-niche-modelling-using-r-anmr01r/

Model-Based Multivariate Analysis Of Abundance Data Using R (MBMV03R)

https://www.prstatistics.com/course/model-based-multivariate-analysis-of-abundance-data-using-r-mbmv03r/

Movement Ecology (MOVE04R)

https://www.prstatistics.com/course/movement-ecology-move04r/

Molecular Ecology

Introduction To Eco-Phylogenetics And Comparative Analyses Using R (ECPH01R)

https://www.prstatistics.com/course/introduction-to-eco-phylogenetics-and-comparative-analyses-using-r-ecph01r/

Fundamentals Of Population Genetics Using R (FOPG01R)

https://www.prstatistics.com/course/fundamentals-of-population-genetics-using-r-fopg01r/

Miscellaneous Ecology

Stable Isotope Mixing Models Using SIBER, SIAR, MixSIAR (SIMM08R)

https://www.prstatistics.com/course/stable-isotope-mixing-models-using-siber-siar-mixsiar-simm08r/

Bioacoustics For Ecologists: Hardware, Survey Design and Data Analysis
(BIAC02R)

https://www.prstatistics.com/course/bioacoustics-for-ecologists-hardware-survey-design-and-data-analysis-biac02r/

Python

Introduction to Python and Programming in Python (PYIN03R)

https://www.prstatistics.com/course/introduction-to-python-and-programming-in-python-pyin03r/

Introduction To Scientific, Numerical And Data Analysis Programming In
Python (PYSC02R)

https://www.prstatistics.com/course/introduction-to-scientific-numerical-and-data-analysis-programming-in-python-pysc02r/

Machine Learning and Deep Learning Using Python (PYML02R)

https://www.prstatistics.com/course/machine-learning-and-deep-learning-using-python-pyml02r/

Python For Data Science, Machine Learning And Scientific Computing (PDMS02R)

https://www.prstatistics.com/course/python-for-data-science-machine-learning-and-scientific-computing-pdms02r/

-- 

Oliver Hooker PhD.
PR statistics

	[[alternative HTML version deleted]]