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Statistical Theory and Related Fields· 2021Q1

An introduction to statistical learning with applications in R

Fariha Sohil, Muhammad Umair Sohali, Javid Shabbir

Short summary

This paper introduces the fundamental concepts of statistical learning, a key area within machine learning, and demonstrates their practical application using the R programming language.

AI-generated from the title and abstract; the full text is not read.

Key points

  • Introduces fundamental concepts of statistical learning.
  • Demonstrates practical applications of these concepts.
  • Utilizes the R programming language for implementation examples.

AI-generated from the title and abstract; the full text is not read.

Abstract

In the twenty-first century, Machine learning is a hot trend procedure for handling the real-life problem. Several books and research articles are now available in literature on this topic. An intr...

The authors' abstract, as published at the source. Statistical Theory and Related Fields, 2021 · DOI ↗

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Field: Information Systems

Information SystemsComputer Science