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Statistical Concepts and Application with R

Statistical Concepts and Application with R

By The Teachers Training

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Highlights

  • On-Demand course

  • 5 hours 22 minutes

  • All levels

Description

Overview

Statistical Concepts and Application with R Course is yet another 'Teacher's Choice' course from Teachers Training for a complete understanding of the fundamental topics. You are also entitled to exclusive tutor support and a professional CPD-accredited certificate in addition to the special discounted price for a limited time. Just like all our courses, this Statistical Concepts and Application with R Course and its curriculum have also been designed by expert teachers so that teachers of tomorrow can learn from the best and equip themselves with all the necessary skills.

Consisting of several modules, the course teaches you everything you need to succeed in this profession.

The course can be studied part-time. You can become accredited within 05 Hours studying at your own pace. Your qualification will be recognised and can be checked for validity on our dedicated website.

Why Choose Teachers Training

Some of our website features are:

  • This is a dedicated website for teaching
  • 24/7 tutor support
  • Interactive Content
  • Affordable price
  • Courses accredited by the UK's top awarding bodies
  • 100% online
  • Flexible deadline

Entry Requirements

No formal entry requirements. You need to have:

  • Passion for learning
  • A good understanding of the English language
  • Be motivated and hard-working
  • Over the age of 16.

Certification

CPD Certification from The Teachers Training

Successfully completing the MCQ exam of this course qualifies you for a CPD-accredited certificate from The Teachers Training. You will be eligible for both PDF copy and hard copy of the certificate to showcase your achievement however you wish.

  • You can get your digital certificate (PDF) for £4.99 only
  • Hard copy certificates are also available, and you can get one for only £10.99
  • You can get both PDF and Hard copy certificates for just £12.99!

The certificate will add significant weight to your CV and will give you a competitive advantage when applying for jobs.

Introduction to the course
Introduction 00:03:00
Single Linear Regression
Install R, RStudio and Basic Functionality 00:08:00
Basics of Linear Regression 00:03:00
Basics of Linear Regression Ctnd 00:03:00
Linear Regression Analysis 00:09:00
Linear Relationships 00:09:00
Line of Best Fit, SSE and MSE 00:05:00
Linear Regression Analysis Ctnd 00:02:00
Regression Results and Interpretation 00:10:00
Predicting Future Profits 00:13:00
Statistical Validity Tests 00:09:00
Statistical Validity Discussion 00:07:00
Single Linear Regression 00:06:00
Multiple Linear Regression
Single Linear Regression 00:06:00
Importing the data 00:04:00
Correlation Matrix and MLR 00:08:00
MLR Results and ANOVA 00:07:00
The Best Model? 00:05:00
Interaction Terms and Validity Testing 00:18:00
ANOVA and Predictions 00:18:00
Non-linear Regression
Non-linear Regression (and Recap) 00:07:00
Logistic Regression Overview 00:22:00
Logistic Regression: Odds, Logs and Poisson 00:13:00
Logistic Regression: Fitting the Models in R 00:24:00
Optimization Theory and Differential Calculus
Differential Calculus - Finding the Maximum and the Minimum 00:15:00
Differential Calculus: One Unknown Input 00:08:00
Analysis in R: One Unknown Input Differential Calculus 00:29:00
Differential Calculus - Two Unknown Inputs 00:07:00
Analysis in R: Two Unknown Inputs Differential Calculus 00:44:00
Downloadable Resources
Resource - Statistical Concepts and Application with R 00:00:00

About The Provider

The Teachers Training

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