Ignacio Alvarez-Castro

exeval: External Evaluation of Population Pharmacokinetic-Pharmacodynamic (popPKPD) Models

Manuel Ibarra, Martín Umpiérrez, Ignacio Alvarez-Castro, Nicolás Schmidt

Student performance and LMS activity in primary schools: a Bayesian additive regression trees approach with random effects

Natalia da Silva, Bruno Tancredi, Ignacio Alvarez-Castro

uy (code pays fourni par la source)

Statistics for Animal Tracking Data

Vianey Leos‐Barajas, Ignacio Alvarez-Castro, Juan M. Morales

Advances in technology are paving the way for researchers to remotely track wild animals and collect massive, high-resolution animal movement data sets with temporal and/or spatial structure. However, the rate at which data are becoming available is outpacing the development of statistical …

ca, uy, ar, gb (code pays fourni par la source)

Large scale study of primary school student performance relative to their LMS activity and socioeconomic demographics using a Bayesian Additive Regression Trees containing random effects

Natalia da Silva, Bruno Tancredi, Ignacio Alvarez-Castro

Using data collected on almost every 9-12 years old student in Uruguay, we show how to apply Bayesian Additive Regression Trees (BART) with random effects to study performance association with Learning Managment System (LMS) activity and socioeconomic status. Performance data is joined …

SpICE: an interpretable method for spatial data

Natalia da Silva, Ignacio Alvarez-Castro, Leonardo Moreno, Andrés Sosa

uy (code pays fourni par la source)

SpICE: An interpretable method for spatial data

Natalia da Silva, Ignacio Alvarez-Castro, Leonardo Moreno, Andrés Sosa

Statistical learning methods are widely utilized in tackling complex problems due to their flexibility, good predictive performance and its ability to capture complex relationships among variables. Additionally, recently developed automatic workflows have provided a standardized approach to implementing statistical learning methods across …

Aprendizaje estadístico interpretable: una aplicación al precio de inmuebles en Montevideo, Uruguay (interpretable statistical learning: an application to property prices in Montevideo, Uruguay)

Ignacio Alvarez-Castro, Natalia da Silva, Leonardo Moreno, Andrés Sosa

Supervised statistical learning techniques have been developed over the time in very diverse lines of research and in a great variety of problems applied. These methods are mainly used in order to predict its response. to new data in complex problems due …

uy, cl (code pays fourni par la source)

RNA Nanovaccine Protects against White Spot Syndrome Virus in Shrimp

Yashdeep Phanse, Supraja Puttamreddy, Duan S. Loy, Julia Vela Ramirez et autres

In the last 15 years, crustacean fisheries have experienced billions of dollars in economic losses, primarily due to viral diseases caused by such pathogens as white spot syndrome virus (WSSV) in the Pacific white shrimp Litopenaeus vannamei and Asian tiger shrimp Penaeus …

us, uy (code pays fourni par la source)

The Maize Hairy Sheath Frayed1 ( Hsf1 ) Mutation Alters Leaf Patterning through Increased Cytokinin Signaling

Michael G. Muszynski, Lindsay Moss-Taylor, Sivanandan Chudalayandi, James Cahill et autres

Abstract Leaf morphogenesis requires growth polarized along three axes—proximal-distal (P-D) axis, medial-lateral axis, and abaxial-adaxial axis. Grass leaves display a prominent P-D polarity consisting of a proximal sheath separated from the distal blade by the auricle and ligule. Although proper specification of …

us, jp, ru, in (code pays fourni par la source)

Using approximate Bayesian inference for a “steps and turns” continuous-time random walk observed at regular time intervals

Sofía Ruiz‐Suarez, Vianey Leos‐Barajas, Ignacio Alvarez-Castro, Juan M. Morales

The study of animal movement is challenging because movement is a process modulated by many factors acting at different spatial and temporal scales. In order to describe and analyse animal movement, several models have been proposed which differ primarily in the temporal …

ar, us, uy (code pays fourni par la source)

Peer Review Report For: Fast effect size shrinkage software for beta-binomial models of allelic imbalance [version 1; peer review: 3 approved with reservations]

Jarad Niemi, Ignacio Alvarez-Castro

The maize Hairy Sheath Frayed1 ( Hsf1 ) mutant alters leaf patterning through increased cytokinin signaling

Michael G. Muszynski, Lindsay Moss-Taylor, Sivanandan Chudalayandi, James Cahill et autres

ABSTRACT Leaf morphogenesis requires growth polarized along three axes - proximal-distal, medial-lateral and abaxial-adaxial. Grass leaves display a prominent proximal-distal (P-D) polarity consisting of a proximal sheath separated from the distal blade by the auricle and ligule. Although proper specification of the …

us, jp, ru, in (code pays fourni par la source)