Practical Morphometrics Analysis with R

An easy-to-follow approach
What you'll learn
Student will learn how to acquire landmark data in 2D and 3D
Student will learn how to perform GPA and visualize shape variation
Student will learn how to quantify and statistically compare the amount of shape variation with ANOVA/MANOVA
Student will learn how to compute landmark error (digitization error)
Student will learn how to perform PCA and Allometry
Student will learn how to visualize morphometry plots in Shiny app
Requirements
Basic knowledge of R is needed to kick-start the course
Description
MORPHOMETRICS IS the quantitative study of biological shape, shape variation, and covariation of shape with other biotic or abiotic variables or factors. Such quantification introduces much-needed rigor into the description of and comparison between morphologies. Application of morphometric techniques therefore benefits any research field that depends upon comparative morphology. This course serves as foundational and intermediate exploratory techniques in landmark-based geometric morphometrics. The fundamental issues that are most frequently faced by students conducting studies of comparative morphology are covered.-Traditional morphometrics involves summarizing morphology in terms of length measurements, ratios, or angles, that can be investigated individually.-Landmark-based geometric morphometrics involves summarizing shape in terms of a landmark configuration and is inherently multidimensional.-Outline-based geometric morphometrics involves summarizing the shape of open or closed curves (perimeters), typically without fixed landmarks.Meanwhile modern landmark-based geometric morphometrics is a powerful approach to quantifying biological shape, shape variation which incorporates three aforementioned approaches. The topics covered in this course include: How to acquire landmark data in 2D and 3D How to perform GPA and visualize shape variationHhow to quantify and statistically compare the amount of shape variation with ANOVA/MANOVA How to compute landmark error (digitization error)How to perform PCA and AllometryHow to visualize morphometry plots in Shiny app.
Who this course is for
This course serves as foundational and intermediate exploratory techniques in landmark-based geometric morphometrics. The fundamental issues that are most frequently faced by students conducting studies of comparative morphology are covered
Homepage

https://www.udemy.com/course/practical-morphometrics-analysis-with-r/

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