National meeting of R users : 3rd R Day Colombia, Medellín, Colombia, November 14, 2025, proceedings / Biviana M. Suárez, Romario Conto, Freddy Hernández, Olga Usuga, Carmen E. Patiño, Cristhian Quiroz, editors

Format:

Book

Conference/Event

Contributor:

Suárez, Biviana M., editor.

Conto, Romario, editor.

Hernández, Freddy, editor.

Usuga, Olga, editor.

Patiño, Carmen E., editor.

Quiroz, Cristhian, editor.

Conference Name:

R Day (Conference) (3rd : 2025 : Medellín, Colombia)

Series:

Communications in computer and information science ; 1865-0937 2824.

Communications in computer and information science, 1865-0937 ; 2824

Language:

English

Subjects (All):

R (Computer program language)--Congresses.

R (Computer program language).

Genre:

Conference papers and proceedings.

Physical Description:

1 online resource (xi, 400 pages) : illustrations (chiefly color).

Other Title:

3rd R Day

Place of Publication:

Cham, Switzerland : Springer, [2026]

Summary:

This book constitutes the refereed proceedings of the 3rd R Day, held in Medellín, Colombia, on November 14, 2025. The 21 full papers included in this volume were carefully reviewed and selected from 43 submissions. The papers focus on the use of the R programming language for statistics and data analysis, and cover the following topical sections: Development of packages and tools in R; Applications of R in multiple disciplines; Time series analysis with R; Teaching and pedagogy with R, and Biostatistics with R.

Contents:

The new exponentiated exponential (NEE) distribution : implementation and simulation study within GAMLSS / Juliana García Villada, Freddy Hernandez-Barajas, and Olga Cecilia Usuga-Manco

Computational optimization and theoretical foundations of sample size in experimental designs / Juan Sebastián Ramírez-Ayala, Diana Catalina Hernández-Rojas, Wilmer Pineda-Ríos, and Ana María Gomez-Lamus

Shiny-based R framework for comparative repeatability and reproducibility analysis in metrology : integrating DOE and ANOVA approaches / Juliana Garcia-Villada and Carmen E. Patiño-Rodríguez

Implementation and applications of the unit Maxwell-Boltzmann distribution in the GAMLSS framework for environmental data analysis / David Villegas Ceballos, Freddy Hernandez-Barajas, and Olga Cecilia Usuga-Manco

FoodpriceR : an R package for assessing the affordability of least-cost diets in urban contexts / Sergio A. Barona-Montoya, Diego Báez Palencia, José Julián Mosquera-Angulo, and Daniela Valdés Cárdenas

ShinyCFA as a tool for understanding the wonderful world of categorical data / Luis Gabriel Osorno-Muñoz, Yamid Urrego-Galvis, and Raúl Alberto Pérez-Agamez

Change-point detection for time series using the GA-Coen algorithm : an implementation in the Tidychange-point library in R / Biviana Marcela Suárez-Sierra, Arrigo Coen, and Carlos A. Taimal

Interactive visualization and analysis of Colombia’s GEIH data : a shiny application for reproducible demographic and labor market research / Iván Cruz, Daniel Molina, and Alci Barandica

Potential contributions of R packages to statistical quality control in industry 4.0 / Laura V. Pena-Sanchez and Carmen E. Patiño-Rodríguez

From free text to safety signals : integrating structural topic model and embeddings for drug–event in Spanish pharmacovigilance (Colombia) / Gustavo Bruges Morales, Juan Manuel Luna, Francisco Palencia-Sánchez, Paula Alejandra Vargas, Shirly Vanesa Melo, María Laura Morales, and Mariangeles Meza

From SAA to distributionally robust portfolio optimization in R : Markowitz and CVaR in practice / Diego Fonseca and Mauricio Junca

Quality control in beverage production : cap defects analysis using an integration of RStudio in Power BI / Espitia Rodríguez Arcesio and Carmen E. Patiño-Rodríguez

Interactive assembly laboratory : strategies to optimize productivity / Susana Aguirre, Marlon Atehortúa, and Annie Paola Sequeda

KAI : a scalable Kalman-attention imputation method for robust inference in probabilistic data / Daniel R. Sarmiento, Jesus D. Ramos, and Mario J. Pacheco

Stochastic modeling of exchange rate volatility with R : MCMC simulation / Jhonathan Estiven Diaz Vargas and Biviana Marcela Suárez-Sierra

Multiple change detection in time series with inductive conformal martingales : a reproducible implementation in R / Cristhian Quiroz Castaño and Biviana Marcela Suárez-Sierra

Proposal for formulating questions on the concept of hypothesis testing with R / Rodríguez Granobles Henry, Olarte Pataquiva Johana, and Zapata Cifuentes Edwin Hernando

vectorialcalculus : an R package for vector calculus / Julián Mauricio Fajardo and Julio Lizarazo Osorio

Data-driven digitalization of chrysanthemum pinching : development and validation of an R Shiny application for operational efficiency in floriculture / Sandra Naryely Cotua Barrera

Application for calculating years of life lost / David Esteban Cartagena Mejía, Gustavo Adolfo Lopera Gallego, and Difariney González Gómez

R in the greenhouse : shiny as a bridge between statistical analysis and agricultural decision-making / Giovanny Reales Rodríguez.

Notes:

Conference proceedings.

Includes bibliographical references and index.

Online resource; title from PDF title page (Springer Nature Link, viewed April 22, 2026).

ISBN:

9783032184559

303218455X

OCLC:

1586814877

Access Restriction:

Restricted for use by site license