Advancing in statistical modelling for evolutionary biologists and ecologists using R (ADVR08)
https://www.prstatistics.com/course/advancing-statistical-modelling-using-r-advr08/ This course will be delivered by Dr. Luc Bussiere from the 21st 25th January 2019 in Glasgow City Centre 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 the way you will gain in depth experience in data ‘wrangling’, data and model visualisation and plotting, as well as exploring and understanding model diagnostics. Classes will comprises of a mixture of lectures and practicals designed to either build required skills for future modules or to perform a family of analyses that is frequently encountered in the biological literature. Course programme Monday 21st – Classes from 09:30 to 17:30 Course introduction; techniques for data manipulation, aggregation, and visualisation; introduction to linear regression. Packages: {tidyr}, {dplyr}, {ggplot2} Tuesday 22nd – Classes from 09:30 to 17:30 Linear models (diagnostics, collinearity, scaling, plotting fitted values); fitting and interpreting interaction terms; model selection and simplification; general linear models and ANCOVA. Packages: {stats}, {car} Wednesday 23rd – Classes from 09:30 to 17:30 Generalized linear models (logistic and Poisson regression); predicting using model objects and visualizing model fits. Packages: {broom}, {visreg}, {ggplot2} Thursday 24th – Classes from 09:30 to 17:30 Mixed effects models in theory and practice; visualising fixed and random effects. Packages: {lme4}, {broom}, {ggplot2}, {sjPlot} Friday 25th – Classes from 09:30 to 16:00 Fitting nonlinear functions (polynomial & mechanistic models); brief introduction to more advanced topics & combining methods (e.g., generalised linear mixed effects, nonlinear mixed effects, and zero-inflated and zero-altered models). Packages: {nlsTools} Email oliverhoo...@prstatistics.com Check out our sister sites,www.PRstatistics.com (Ecology and Life Sciences) www.PRinformatics.com (Bioinformatics and data science)www.PSstatistics.com (Behaviour and cognition) 1. November 26th – 30th 2018FUNCTIONAL ECOLOGY FROM ORGANISM TO ECOSYSTEM: THEORY AND COMPUTATION (FEER01)Glasgow, Scotland, Dr. Francesco de Bello, Dr. Lars Götzenberger, Dr. Carlos Carmona http://www.prstatistics.com/course/functional-ecology-from-organism-to-ecosystem-theory-and-computation-feer01/ 2. December 3rd – 7th 2018INTRODUCTION TO BAYESIAN DATA ANALYSIS FOR SOCIAL AND BEHAVIOURAL SCIENCES USING R AND STAN (BDRS01)Glasgow, Dr. Mark Andrews https://www.psstatistics.com/course/introduction-to-bayesian-data-analysis-for-social-and-behavioural-sciences-using-r-and-stan-bdrs01/ 3. January 21st – 25th 2019STATISTICAL MODELLING OF TIME-TO-EVENT DATA USING SURVIVAL ANALYSIS: AN INTRODUCTION FOR ANIMAL BEHAVIOURISTS, ECOLOGISTS AND EVOLUTIONARY BIOLOGISTS (TTED01)Glasgow, Scotland, Dr. Will Hoppitt https://www.psstatistics.com/course/statistical-modelling-of-time-to-event-data-using-survival-analysis-tted01/ 4. January 21st – 25th 2019ADVANCING IN STATISTICAL MODELLING USING R (ADVR08)Glasgow, Scotland, Dr. Luc Bussiere, Dr. Tom Houslay http://www.prstatistics.com/course/advancing-statistical-modelling-using-r-advr08/ 5. January 28th– February 1st 2019AQUATIC ACOUSTIC TELEMETRY DATA ANALYSIS AND SURVEY DESIGNGlasgow, Scotland, VEMCO staff and affiliates https://www.prstatistics.com/course/aquatic-acoustic-telemetry-data-analysis-atda01/ 6. February 4th – 8th 2019DESIGNING RELIABLE AND EFFICIENT EXPERIMENTS FOR SOCIAL SCIENCES (DRES01) Glasgow, Scotland, Dr. Daniel Lakens https://www.psstatistics.com/course/designing-reliable-and-effecient-experiments-for-social-sciences-dres01/ 7. February 11th – 15th 2019REPRODUCIBLE DATA SCIENCE FOR POPULATION GENETICSGlasgow, Scotland, Dr. Thibaut Jombart, Dr. Zhain Kamvar https://www.prstatistics.com/course/reproducible-data-science-for-population-genetics-rdpg02/ 8. 25th February – 1st March 2019MOVEMENT ECOLOGY (MOVE02)Margam Discovery Centre, Wales, Dr. Luca Borger, Prof. Ronny Wilson, Dr Jonathan Pottshttps://www.prstatistics.com/course/movement-ecology-move02/ 9. March 4th – 8th 2019BIOACOUSTICS FOR ECOLOGISTS: HARDWARE, SURVEY DESIGN AND DATA ANALYSIS (BIAC01)Glasgow, Scotland, Dr. Paul Howden-Leach https://www.prstatistics.com/course/bioacoustics-for-ecologists-hardware-survey-design-and-data-analysis-biac01/ 10. March 11th – 15th 2019ECOLOGICAL NICHE MODELLING USING R (ENMR03)Glasgow, Scotland, Dr. Neftali Sillero http://www.prstatistics.com/course/ecological-niche-modelling-using-r-enmr03/ 11. March 18th – 22nd 2019INTRODUCTION TO STATISTICS AND R FOR EVERYONE (IRFE01)Crete, GREECE, Dr Aristides (Aris) Moustakas https://www.prstatistics.com/course/introduction-to-statistics-and-r-for-anyone-irfe01/ 12. March 25th – 29th 2019LANDSCAPE GENETIC DATA ANALYSIS USING R (LNDG03)Glasgow, Scotland, Prof. Rodney Dyer http://www.prstatistics.com/course/landscape-genetic-data-analysis-using-r-lndg03/ 13. April 1st – 5th 2019INTRODUCTION TO STATISTICAL MODELLING FOR PSYCHOLOGISTS USING R (IPSY01)Glasgow, Scotland, Dr. Dale Barr, Dr Luc Bussierre http://www.psstatistics.com/course/introduction-to-statistics-using-r-for-psychologists-ipsy02/ 14. April 1st – 5th 2019INDIVIDUAL BASED MODELS FOR ECOLOGSITS (IBME01)Glasgow, Scotland, Dr Aristides (Aris) Moustakas https://www.prstatistics.com/course/individual-based-models-using-r-and-netlogo-ibms01/ 15. April 8th – 12th 2019MACHINE LEARNING (MLUR01)Glasgow, Scotland, Dr Aristides (Aris) Moustakas https://www.prstatistics.com/course/machine-learning-using-r-mlur01/ 16. April 15th – 19th 2019INTRODUCTION TO Q GIS FOR ECOLOGISTS (QGSE01)Glasgow, Scotland, Dr Luca Nelli https://www.prstatistics.com/course/introduction-to-qgis-for-ecologists-qgse01/ 17. April 22nd – 26th 2019GIS USING R (GISR)Glasgow, Scotland, Dr Luca Nellihttps://www.prstatistics.com/course/gis-using-r-gisr01/ 18. April 29th – May 3rd 2019COMPARATIVE GENOMICS (CMGN01)Glasgow, Scotland, Dr. Fritz Sedlazeck, Dr. Matthias Weissensteiner https://www.prinformatics.com/course/comparative-genomics-cmgn01/ 19. May 6th – 10th 2019 INTRODUCTION TO MULTILEVEL MODELS (MIXED/HIERARCHICAL) FOR PSYCHOLOGISTSMyuna Bay, AUSTRALIA, Dr. Sean MurphyLink to follow 20. May 16th – 18th 2019 (please note this a 3-day course from Thursday to Saturday)AQUATIC MOVEMENT ECOLOGY USING R (AMER01) Myuna Bay, AUSTRALIA, Dr. Ross Dwyer, Dr. Vinay UdyawerLink to follow 21. May 16th – 19th 2019 (please note this a 4-day course from Thursday to Monday)INTRODUCTION TO R FOR EVERYONE (IRFE02)Myuna Bay, AUSTRALIA, Dr Aristides (Aris) Moustakas https://www.prstatistics.com/course/introduction-to-statistics-and-r-for-anyone-irfe02/ 22. May 20th – 24th 2019MODEL BASE MULTIVARIATE ANALYSIS OF ABUNDANCE DATA USING R (MBMV03)Myuna Bay, AUSTRALIA, Prof. David Warton https://www.prstatistics.com/course/model-based-multivariate-analysis-of-abundance-data-using-r-mbmv03/ 23. May 21st – 24th 2019STATISTICAL TOOL BOX FOR ECOLOGISTS (STKE01)Myuna Bay, AUSTRALIA, Dr Aristides (Aris) Moustakas https://www.prstatistics.com/course/statistical-toolkit-for-ecologists-stke01/ 24. June 10th – 14th 2019STABLE ISOTOPE MIXING MODELS USING SIAR, SIBER AND MIXSIAR (SIMM04)Glasgow, Scotland, Dr. Andrew Parnell, Dr. Andrew Jackson www.prstatistics.com/course/stable-isotope-mixing-models-using-r-simm04/ 25. June 17th – 21st 2019SPATIAL MODELLING AND ANALYSIS OF ADAPTIVE GENOMIC VARIATION (SPGN01)Glasgow, Dr. Matt Fitzpatrick https://www.prstatistics.com/course/spatial-modelling-and-analysis-of-adaptive-genomic-variation-spgn01/ 26. June 17th – 21st 2019INTRODUCTION TO PYTHON FOR BIOLOGISTS (IPYB06)Glasgow, Scotland, Dr. Martin Jones http://www.prinformatics.com/course/introduction-to-python-for-biologists-ipyb06/ 27. June 24th – 28th 2019ADVANCED PYTHON FOR BIOLOGISTS (APYB03)Glasgow, Scotland, Dr. Martin Jones www.prinformatics.com/course/advanced-python-biologists-apyb03/ 28. July 1st – 5th 2019DATA VISUALISATION AND MANIPULATION USING PYTHON (DVMP01)Glasgow, Scotland, Dr. Martin Jones http://www.prinformatics.com/course/data-visualisation-and-manipulation-using-python-dvmp01/ 29. July 29th – August 2nd 2019INTRODUCTION TO SPATIAL ANALYSIS OF ECOLOGICAL DATA USING R (ISPE01)Glasgow, Scotland, Dr. Jakub Nowosad https://www.prstatistics.com/course/introduction-to-spatial-analysis-of-ecological-data-using-r-ispe01/ 30. September 16th – 20th 2019R PACKAGE DESIGN AND DEVELOPMENT AND REPRODUCIBLE DATA SCIENCE FOR BIOLOGISTS (RPKG01)Glasgow, Scotland, Dr. Cory Merow, Dr. Andy Rominger https://www.prstatistics.com/course/r-package-design-and-development-and-reproducible-data-science-for-biologists-rpkg01/ 31. September 30th – October 4th 2019GEOMETRIC MORPHOMETRICS USING R (GMMR02)Glasgow, Scotland, Prof. Dean Adams, Prof. Michael Collyer, Dr. Antigoni Kaliontzopoulou http://www.prstatistics.com/course/geometric-morphometrics-using-r-gmmr02/ 32. October 7th – 11th 2019CONSERVATION PLANNING USING PRIORITIZR : FROM THEORY TO PRACTICE (PRTZ01)Crete, GREECE, Dr Richard Schuster and Nina Morell https://www.prstatistics.com/course/conservation-planning-using-prioritizr-from-theory-to-practice-prtz01/ 33. October 21st – 25th 2019A COMPLETE GUIDE TO MIXED MODELS (INCLUDING TEMPORAL AND SPATIAL AUTOCORRELATION) (MMTS01) Crete, GREECE, Dr Aristides (Aris) Moustakas https://www.prstatistics.com/course/a-complete-guide-to-mixed-models-including-temporal-and-spatial-autocorrelation-mmts01/ -- Oliver Hooker PhD. PR statistics 2018 publications - Alternative routes to piscivory: Contrasting growth trajectories in brown trout (Salmo trutta) ecotypes exhibiting contrasting life history strategies. Ecology of Freshwater Fish. Phenotypic and resource use partitioning amongst sympatric lacustrine brown trout, Salmo trutta. Biological Journal of the Linnean Society. DOI 10.1093/biolinnean/bly032 prstatistics.com facebook.com/prstatistics/ twitter.com/PRstatistics groups.google.com/d/forum/pr-statistics-post-course-forum prstatistics.com/organiser/oliver-hooker/ -- Oliver Hooker PhD. PR statistics 2018 publications - Alternative routes to piscivory: Contrasting growth trajectories in brown trout (Salmo trutta) ecotypes exhibiting contrasting life history strategies. Ecology of Freshwater Fish. Phenotypic and resource use partitioning amongst sympatric lacustrine brown trout, Salmo trutta. Biological Journal of the Linnean Society. DOI 10.1093/biolinnean/bly032 prstatistics.com facebook.com/prstatistics/ twitter.com/PRstatistics groups.google.com/d/forum/pr-statistics-post-course-forum prstatistics.com/organiser/oliver-hooker/ 6 Hope Park Crescent Edinburgh EH8 9NA +44 (0) 7966500340 [[alternative HTML version deleted]] _______________________________________________ R-sig-ecology mailing list R-sig-ecology@r-project.org https://stat.ethz.ch/mailman/listinfo/r-sig-ecology
