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Intermediate Statistics

Online course! 2 Short sessions! Tutor support! Certificate included! 6 CPD hours!

Royal Statistical Society

Summary

Price
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Study method
Online + live classes
Duration
2 days · Part-time
Qualification
No formal qualification
Certificates
  • Certificate of attendance - Free
Additional info
  • Tutor is available to students
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Dates

Start date
End date
10/12/2024
11/12/2024

Overview

This course will be delivered over 2 morning sessions on 10 & 11 December 2024.

By the end of this course the attendees will:

  • Understand what is meant by the term Analysis of Variance (ANOVA) and the different ANOVA models available

  • Assess when it is appropriate to fit an analysis of variance

  • Interpret the result s of an analysis of variance

  • Assess model fit

  • Present the results of an analysis of variance

  • Understand what is meant by the term multiple linear regression

  • Assess when it is appropriate to fit a multiple linear regression model

  • Carry out a regression analysis using free software

  • Interpret the results of a multiple linear regression analysis

  • Assess model fit

  • Present the results of a multiple linear regression analysis

Certificates

Certificate of attendance

Digital certificate - Included

Course media

Description

Multiple linear regression is one of the most commonly used techniques in statistics and allows for the impact of multiple variables to be assessed simultaneously. The analysis of variance (ANOVA) is a related technique which allows the mean values of several groups to be compared. This course will equip participants with the skills necessary to undertake both types of analysis using free software, understand and interpret the output, check the assumptions that underpin each type of model, and present the results coherently.

Topics Covered

The morning will start with a brief recap on the concepts of hypothesis testing and choosing the right test. This will include the basic use of Jamovi to carry out and interpret an independent t-test before progressing to the related technique ANOVA. Assumption checking, two-way ANOVA’s and interactions will conclude the morning.
The afternoon starts with correlation and simple linear regression to assess the relationship between two continuous variables before concentrating on multiple regression which allows multiple variables to be tested simultaneously. Both sessions will concentrate on producing and understanding outputs rather than mathematical content with regular exercises to reinforce learning.

Who is this course for?

This course is aimed at individuals who have some basic statistical knowledge and who wish to undertake analyses of quantitative data and who therefore wish to gain some insight into how to undertake these.

Requirements

Basic statistical knowledge as the course is designed as a follow-on from our Basic Statistics course.

Delegates will need to download the latest version of Jamovi onto their laptop.

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Legal information

This course is advertised on reed.co.uk by the Course Provider, whose terms and conditions apply. Purchases are made directly from the Course Provider, and as such, content and materials are supplied by the Course Provider directly. Reed is acting as agent and not reseller in relation to this course. Reed's only responsibility is to facilitate your payment for the course. It is your responsibility to review and agree to the Course Provider's terms and conditions and satisfy yourself as to the suitability of the course you intend to purchase. Reed will not have any responsibility for the content of the course and/or associated materials.

FAQs

Study method describes the format in which the course will be delivered. At Reed Courses, courses are delivered in a number of ways, including online courses, where the course content can be accessed online remotely, and classroom courses, where courses are delivered in person at a classroom venue.

CPD stands for Continuing Professional Development. If you work in certain professions or for certain companies, your employer may require you to complete a number of CPD hours or points, per year. You can find a range of CPD courses on Reed Courses, many of which can be completed online.

A regulated qualification is delivered by a learning institution which is regulated by a government body. In England, the government body which regulates courses is Ofqual. Ofqual regulated qualifications sit on the Regulated Qualifications Framework (RQF), which can help students understand how different qualifications in different fields compare to each other. The framework also helps students to understand what qualifications they need to progress towards a higher learning goal, such as a university degree or equivalent higher education award.

An endorsed course is a skills based course which has been checked over and approved by an independent awarding body. Endorsed courses are not regulated so do not result in a qualification - however, the student can usually purchase a certificate showing the awarding body's logo if they wish. Certain awarding bodies - such as Quality Licence Scheme and TQUK - have developed endorsement schemes as a way to help students select the best skills based courses for them.
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Similar subjects: Statistics, Maths
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