🎓PhD. Student at IIT Guwahati 🖥️Data Science | 🐍Python | 🧮R | 📊Statistics | 👩‍💻Blogger | ▶️YouTube Creator | 🌐Blog Site: https://onezero.blog/

Learn how to identify the best-fitted distribution.

Introduction

Probability distributions are a fundamental concept in statistics. They are used both on a theoretical level and a practical level.

Some use cases of probability distributions are:

  • To calculate confidence intervals for parameters and to calculate critical regions for hypothesis tests.
  • In the case of univariate data, it is often…

Introduction

Survival analysis is a branch of statistics for analysing the expected duration of time until one or more events occur. The method is also known as duration analysis or duration modelling, time-to-event analysis, reliability analysis and event history analysis.

The survival analysis is used to analyse following questions:

  • A proportion…

Introduction

Survival analysis is a branch of statistics for analysing the expected duration of time until one or more events occur. The method is also known as duration analysis or duration modelling, time-to-event analysis, reliability analysis and event history analysis.

The survival analysis is used to analyse following questions:

  • A proportion…

Step by step guide to fit logistic regression using tidymodels library

In the supervised machine learning world, there are two types of algorithmic tasks often performed. One is called regression (predicting continuous values) and the other is called classification (predicting discrete values). In this blog, I have presented an example of a binary classification algorithm called “Binary Logistic Regression” which comes…

Generate facet plots using Python’s seaborn library

The visualization is an important part of any data analysis. This helps us present the data in pictorial or graphical format. Data visualization helps in

  • Grasp information quickly
  • Understand emerging trends
  • Understand relationships and pattern
  • Communicate stories to the audience

I work in the transportation domain, thus I’m fortunate that…

Generating different types of plots using Python’s Seaborn library.

The visualization is an important part of any data analysis. This helps us present the data in pictorial or graphical format. Data visualization helps in

  • Grasp information quickly
  • Understand emerging trends
  • Understand relationships and pattern
  • Communicate stories to the audience

I’m a PhD student in the Department of Civil Engineering…

Rahul Raoniar

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