NeEDS4BigData - New Experimental Design Based Subsampling Methods for Big Data
Subsampling methods for big data under different models and assumptions. Starting with linear regression and leading to Generalised Linear Models, softmax regression, and quantile regression. Specifically, the model-robust subsampling method proposed in Mahendran, A., Thompson, H., and McGree, J. M. (2023) <doi:10.1007/s00362-023-01446-9>, where multiple models can describe the big data, and the subsampling framework for potentially misspecified Generalised Linear Models in Mahendran, A., Thompson, H., and McGree, J. M. (2025) <doi:10.48550/arXiv.2510.05902>.
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big-dataexperimental-designsubsampling
3.78 score 3 stars 10 scripts 118 downloads
fitODBOD - Modeling Over Dispersed Binomial Outcome Data Using BMD and ABD
Contains Probability Mass Functions, Cumulative Mass Functions, Negative Log Likelihood value, parameter estimation and modeling data using Binomial Mixture Distributions (BMD) (Manoj et al (2013) <doi:10.5539/ijsp.v2n2p24>) and Alternate Binomial Distributions (ABD) (Paul (1985) <doi:10.1080/03610928508828990>), also Journal article to use the package(<doi:10.21105/joss.01505>).
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binomial-outcome-dataoverdispersion
3.75 score 1 stars 113 scripts 255 downloads
OlympicRshiny - 'Shiny' Application for Olympic Data
'Shiny' Application to visualize Olympic Data. From 1896 to 2016. Even Winter Olympics events are included. Data is from Kaggle at <https://www.kaggle.com/heesoo37/120-years-of-olympic-history-athletes-and-results>.
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3.00 score 2 stars 1 scripts 574 downloads
SLPresElection - Presidential Election Data of "Sri Lanka" from 1982 to 2015
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.
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presidential-electionsri-lanka
2.70 score 1 stars 4 scripts 180 downloads
SouthParkRshiny - Data and 'Shiny' Application for the Show 'SouthPark'
Ratings, votes, swear words and sentiments are analysed for the show 'SouthPark' through a 'Shiny' application after web scraping from 'IMDB' and the website <https://southpark.fandom.com/wiki/South_Park_Archives>.
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2.70 score 1 stars 191 downloads