Amarpreet Singh

Ensuring distributional integrity in splits of small datasets Amarpreet Singh · Follow Published in Towards Data Science · 8 min read · 3 days ago — Generated with Microsoft Designer We all require to sample our population to perform statistical analysis and gain insights. When we do so, the aim is to ensure that our sample’s distribution closely matches that of the population. For this, we have various methods: simple random sampling (where every member