Skip to Main Content
Library
LibGuides
Maths Support
Relationships
Search this Guide
Search
Maths Support: Relationships
Home
Maths support resources
Toggle Dropdown
Arithmetic and basic number theory
Complex numbers
Co-ordinate geometry
Differentiation
Directed numbers or Integers
Functions
Geometric progress
Indices
Integration
Linear equations
Logarithms
Long division
Matrices
Permutations and combinations
Probability
Proportionality
Quadratic functions
Trigonometry
Vectors
Statistics support resources
Toggle Dropdown
Basic concepts
Comparing means
Relationships
Categories
Post test
Statistics for PhD students
Normal correlations
Introduction to correlations
Correlation [video] Beginner level
Video overview of correlations (11 ins 24 secs)
You will need to
register for an Integral for HE account
to access this resource.
Hypothesis test for correlation [video] Beginner level
Video overview of hypothesis testing for correlation (8 mins 42 secs)
Correlation [webpage] Intermediate level
Overview of correlations and interpreting the p-value (JMP Statistical Discovery)
Common pitfalls in statistical analysis: The use of correlation techniques [article] Advanced level
Article defining correlations and examining various situations in which the use of correlation may be inappropriate. (Perspectives in Clinical Research, 2016 Oct-Dec; 7(4): 187–190)
Formulae and procedure
Correlation and regression [ebook chapter] Intermediate level
Overview of correlations and regressions, chapter 11 in 'Statistics at square one' / edited by Michael J. Campbell [12th edition]
Introduction to Correlation Analysis in Excel [video] Beginner level
YouTube video overview on correlation analysis in Excel (9 mins 52 secs)
SPSS Tutorials: Pearson Correlation [webpage] Intermediate level
Step by step guide to undertaking Pearson correlation in SPSS
Correlation Test Between Two Variables in R [webpage] Advanced level
Steps for undertaking Pearson correlation in R Studio (STHDA)
One predictor variable
Introduction
Introduction to Simple Linear Regression [video] Beginner level
YouTube video providing an introduction to regression
Regression and Correlation [downloadable PDF] Intermediate level
Overview of regression analysis in worksheet format (University of Newcastle)
Software analysis
Simple Linear Regression with R [webpage]
Steps for undertaking simple linear regression in R Studio
Linear Regression Analysis using SPSS Statistics [webpage] Intermediate level
Steps for assessing simple linear regression in SPSS (Laerd Statistics)
Non-parametric correlations
Introduction
Kendall's Tau [webpage and video] Intermediate level
Overview of Kendall's Tau (DATAtab)
The Kendall Rank Correlation Coefficient [downloadable PDF] Advanced level
Advanced level article on Kendall's Tau (University of Texas at Dallas)
Software Analysis (monotonic)
Correlation Test Between Two Variables in R: Kendall correlation formula [webpage] Advanced level
Steps for undertaking Kendall's Tau in R Studio (STHDA
Kendall's Tau-b using SPSS Statistics [webpage] Intermediate level
Step by step guide to undertaking Kendall's Tau in SPSS (Laerd Statistics)
Software Analysis (no distribution assumptions)
Spearman's Rank-Order Correlation using SPSS Statistics [webpage] Intermediate level
Steps for undertaking Spearman correlation in SPSS (Laerd Statistics)
Spearman Rank Correlation [webpage] Advanced level
Steps for undertaking Spearman correlation in R Studio (RPubs)
Multiple predictor variables
Introduction
Multiple Linear Regression [webpage] Advanced level
Overview of multiple linear regression (Yale University)
Multiple Linear Regression, The Very Basics [video] Beginner level
Video overview video of basic terms (20 mins, 25 secs)
Software analysis
Multiple linear regression made simple [webpage] Advanced level
Steps for undertaking multiple linear regression in R Studio (Stats and R)
Multiple Regression Analysis using SPSS Statistics [webpage] intermediate level
Steps for undertaking multiple linear regression in SPSS (Laerd Statistics)
<<
Previous:
Comparing means
Next:
Categories >>
