Hypothesis Testing

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Towards Data Science

A hypothesis is a claim or a premise that we want to test. Hypothesis testing is a way of backing up your conclusions with data, in a more “scientific” way. It is useful not only to scientists, but…

Hypothesis Testing | All a beginner needs to know

Analytics Vidhya

Hypothesis in terms of statistics is an assumption for an event, a proportion based on reasoning. Hypothesis testing is a statistical method used to make decisions using experimental data. Basically…

Hypothesis Testing I: Introduction

Towards Data Science

Hypothesis are our assumptions about the data which may or may not be true. In this post we’ll discuss about the statistical process of evaluating the truthiness of a hypothesis — this process is…

Hypothesis Testing for Dummies

Analytics Vidhya

Hypothesis Testing is one of the essential topics to get a better and solid understanding of the derived result. Also, for me, it was one of those topics that baffled my mind for days and left me…

Hypothesis Testing: Data Science

Towards Data Science

Using Inferential Statistics, we learned how to analyze the sample data and make inferences about the population mean and other population data. However, we could not confirm the conclusions we made…

Statistics 101-Part 1-What is Hypothesis testing ?

Towards AI

Statistics 101-Part 1-What Is Hypothesis Testing, Its Type, and Its Process? Definition of hypothesis testing, the process of doing hypothesis testing, its types, and applications Photo by Thomas T o...

Data Science Simplified Part 3: Hypothesis Testing

Towards Data Science

Application of hypothesis testing is predominant in Data Science. It is imperative to simplify and deconstruct it. Like a crime-fiction story, hypothesis testing, based on data, leads us from a novel…...

Hypothesis Testing In Real Life

Towards Data Science

Every day you test ideas, recipes, new routes so you can get to your destination faster or with less traffic … The important question, however, is was that idea/recipe/route significantly better than…...

Hypothesis Testing Simplified.

Towards AI

My story-driven/scenario-based introduction to Hypothesis Testing with Python Photo by Dan Cristian Pădureț on Unsplash Storytime Imagine this — * You got a new personal high score of 98 on your favo...

A Guide to Hypothesis Testing

Analytics Vidhya

Hypothesis testing is a way of deriving insights from the plethora of data available to us. It encompasses the evaluation of a statement on a given population using sample data. Imagine a court case…

Hypothesis Testing: what it actually is?

Analytics Vidhya

Usually, there is some confusion on the topic of Hypothesis Testing. A standard undergraduate class on this topic involves terms such as “null hypothesis”, “alternative hypothesis”, “power of the…

Which hypothesis test to perform?

Towards Data Science

The objective of statistics is to make inferences about a population based on information contained in a sample. The numerical measures used to characterize populations are called parameters. The…