Using R for teaching and research

06/21/2023
by   M. Isabel Parra, et al.
0

R is a language and environment for statistical computing and graphics, which provides a wide variety of statistical tools (modeling, statistical testing, time series analysis, classification problems, machine learning, ...), together with amazing graphical techniques and the great advantage that it is highly extensible. Nowadays, there is no doubt that it is the software par excellence in statistical courses for any level, for theoretical and applied subjects alike. Besides, it has become an almost essential tool for every research work that involves any kind of analysis or data visualization. Furthermore, it is one of the most employed programming languages for general purposes. The goal of this work is helping to share ideas and resources to improve teaching and/or research using the statistical software R. We will cover its benefits, show how to get started and where to locate specific resources, and will make interesting recommendations for using R, according to our experience. For the classroom we will develop a curricular and assessment infrastructure to support both dissemination and evaluation, while for research we will offer a broader approach to quantitative studies that provides an excellent support for work in science and technology.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
02/19/2022

Tools and Recommendations for Reproducible Teaching

It is recommended that teacher-scholars of data science adopt reproducib...
research
07/26/2022

Teaching Programming to Novices Using the codeBoot Online Environment

Teaching programming to novices is best done with tools with simpler use...
research
12/30/2019

Expanding the scope of statistical computing: Training statisticians to be software engineers

Traditionally, statistical computing courses have taught the syntax of a...
research
01/20/2020

Quantitative Aspects of Programming Languages and Systems over the past 2^4 years and beyond

Quantitative aspects of computation are related to the use of both physi...
research
06/01/2023

Cheat Sheet for Teaching Programming with Comics: Through the Lens of Concept-Language-Procedure Framework

Comics is emerging as a popular medium for providing visual explanations...
research
04/12/2019

Proceedings Joint International Workshop on Linearity Trends in Linear Logic and Applications

This volume contains a selection of papers presented at Linearity/TLLA 2...
research
01/18/2023

Towards Causal Analysis of Empirical Software Engineering Data: The Impact of Programming Languages on Coding Competitions

There is abundant observational data in the software engineering domain,...

Please sign up or login with your details

Forgot password? Click here to reset