GitHub

Example ML project setup on the IDA SLURM cluster using Hydra for configuration and abstracting away Apptainer and SLURM

For ML projects, good configuration management is important for documenting experiments and runs and simplifying parameter overrides. Type checking makes console overrides less error-prone. Multirun ...
GitHub

sampleclusteR- A R package to simiplify the clustering of samples based on their metadata

sampleclusteR allows users to quickly analyse datasets from Gene Expression Omnibus (GEO) and ArrayExpress metadata sets (via Sample and Data Relationship Format tables (.sdrf) using a command line ...
Simon Fraser University

Example 62.2: Simple Random Cluster Sampling

This example illustrates the use of regression analysis in a simple random cluster sampling design. The data are from S rndal, Swenson, and Wretman (1992, p. 652). A total of 284 Swedish ...
Scientific Research Publishing

Efficiency of the Adaptive Cluster Sampling Designs in Estimation of Rare Populations ()

Adaptive cluster sampling (ACS) has been a very important tool in estimation of population parameters of rare and clustered population. The fundamental idea behind this sampling plan is to decide on ...
JSTOR Daily

Sample size calculations for cluster randomised trials

Objectives: Cluster randomised trials, in which groups of individuals are randomised, are increasingly being used in the health field. Adopting a clustered approach has implications for the design of ...