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Statistical Concepts and Application with R

Statistical Concepts and Application with R

  • 30 Day Money Back Guarantee
  • Completion Certificate
  • 24/7 Technical Support

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

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