Amalan Mahendran
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Categories
All (10)
ArcGIS (1)
CRAN (1)
Data (1)
Election (1)
Experimental design (1)
JOSS (1)
Large data set (1)
MXB348 (2)
Model averaging (1)
Olympic (1)
Optimal subsampling (1)
QGIS (1)
QUT (4)
R (5)
Rshiny (1)
Sri Lanka (1)
fitODBOD (1)
meta (2)
meta-analysis (2)
metafor (2)
package (5)
presentation (4)

Publications and Teaching

Welcome to my publications list, this contains brief summaries for publications, conference posters and teaching material. Have a read through and let me know your thoughts.

A model robust subsampling approach for Generalised Linear Models in big data settings.

Large data set
Model averaging
Optimal subsampling
Experimental design
In today’s modern era of big data, computationally efficient and scalable methods are needed to support timely insights and informed decision making. One such method is…
May 27, 2023

Prevalence of human immunodeficiency virus (HIV) among pregnant women in Nigeria: a systematic review and meta-analysis.

package
R
meta
metafor
meta-analysis
Objective - To estimate prevalence of HIV infection in Nigeria and to examine variations by geopolitical zones and study characteristics to inform policy, practice and…
December 31, 2021

Prevalence of antenatal depression in South Asia: a systematic review and meta-analysis.

package
R
meta
metafor
meta-analysis
Objective - To estimate the prevalence of antenatal depression in South Asia and to examine variations by country and study characteristics to inform policy, practice and…
April 22, 2019

fitODBOD: An R Package to Model Binomial Outcome Data using Binomial Mixture and Alternate Binomial Distributions.

package
R
CRAN
fitODBOD
JOSS
The R package fitODBOD can be used to identify the best-fitting model for Over-dispersed Binomial Outcome Data (BOD). The Triangular Binomial (TriBin), Beta-Binomial…
April 22, 2019
No matching items

OlympicRshiny: ‘Shiny’ Application for Olympic Data.

package
R
Rshiny
Olympic
‘Shiny’ Application to visualize Olympic Data. From 1896 to 2016. Even Winter Olympics events are included. Data is from Kaggle.
February 2, 2023

SLPresElection: Presidential Election Data of Sri Lanka from 1982 to 2015.

package
R
Data
Sri Lanka
Election
Presidential Election data of “Sri Lanka”” is stored in Pdf files, through Pdf scraping they are converted into data-frames and stored in this R package.
January 17, 2023
No matching items

Introduction to ArcGIS

presentation
QUT
ArcGIS
Download the PowerPoint
September 18, 2025

Introduction to QGIS

presentation
QUT
QGIS
Download the PowerPoint
September 18, 2025

MXB 348 - Work integrated Learning for Statistics - Feature engineering

presentation
QUT
MXB348
This workshop introduces key tools for data manipulation and visualisation in R, focusing on the use of dplyr, tidyr, ggplot2, and summarytools. Participants learn how to…
September 18, 2025

MXB 348 - Work integrated Learning for Statistics - Rproject Management

presentation
QUT
MXB348
This workshop introduces best practices for workflow management in R using RStudio, R projects, and literate programming tools such as R Markdown and Quarto. It highlights…
September 18, 2025
No matching items

© 2026 Amalan CC BY-SA 4.0

 

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