AKAshutosh Kurwadeinashutosh25.hashnode.dev·Jun 29, 2025 · 4 min read🧠 The Central Limit Theorem — Explained SimplyNote: To follow this article, it helps to be familiar with the concept of a Normal Distribution, and also with the idea of sampling from a statistical distribution. 📌 Introduction The Central Limit Theorem (CLT) is one of the most powerful and sur...00
AKAshutosh Kurwadeinashutosh25.hashnode.dev·Jun 27, 2025 · 4 min read🔍 Power Analysis in Statistics: A Deep Dive📌 Introduction Imagine running an experiment, collecting data, performing a hypothesis test—and failing to detect a true effect simply because your study was underpowered. Frustrating, right? This is where power analysis steps in. It’s a critical to...00
AKAshutosh Kurwadeinashutosh25.hashnode.dev·Jun 19, 2025 · 3 min read🔍 Understanding Statistical Power in Hypothesis TestingIn the world of statistics and data analysis, making decisions based on sample data is a delicate task. One key concept that helps us judge the effectiveness of our statistical tests is Statistical Power. In this blog, we’ll break down what statistic...00
AKAshutosh Kurwadeinashutosh25.hashnode.dev·Jun 18, 2025 · 4 min readFalse Discovery Rates (FDR): What They Are and How They WorkIf you’ve ever dabbled in high-throughput sequencing, genomics, or large-scale hypothesis testing, then chances are you’ve heard of False Discovery Rates (FDR). Maybe you’ve even used them. But have you ever paused to ask: Where do False Discovery R...00
AKAshutosh Kurwadeinashutosh25.hashnode.dev·Jun 16, 2025 · 4 min read📊 P-Hacking: What It Is and How to Avoid It!"p-hacking...... don't do it.If you do it...it's a shame!" 😅 📌 Introduction Before we dive deep into p-hacking, make sure you're already familiar with p-values and their interpretation. If you're not, check out my earlier technical blog post on P...00