# Statistics resources A-Z

A complete directory of statistics resources provided by MASH.

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## A

Analysis of covariance (ANCOVA)

Analysis of variance (ANOVA)

Averages: mean, median, mode

## B

Bar chart

Bayesian statistics

Bernoulli distribution

Binomial distribution

Bland-Altman analysis

Boxplots (Box-and-whisker plots)

## C

Categorical logistic regression

Chart types

Chi-squared distribution

Chi-squared test

Choosing the right test

Cluster analysis

Cohen's D

Conditional probability

Confidence intervals: introduction

Confidence intervals: confidence interval for the mean

Contingency tables

Continuous probability tables

Correlation

## D

Data display principles

Data display cheatsheet

Data types

Decision tree analysis

Diagnostic tests

Discrete probability distributions

Distributions

## E

Effect moderation

Effect size

Errors: type 1 & 2

Excel

Experimental design

Exploratory data analysis

Exponential distribution

## F

Factor analysis

Fisher's exact test

Friedman test

Graphs

## H

Histogram

Hypergeometric distribution

Hypothesis testing: principles

Hypothesis tests: introductory tests

## I

Interactions

Interquartiles range

Intra-class correlation coefficient (ICC)

## K

Kruskall Wallis test

## L

Line graphs

Linear regression (see regression)

Location (measures of)

## M

(effect) Mediation

(effect) Moderation

Mann-Whitney U test

McNemar's test

Mean

Median

Meta-analysis

Missing data

Mode

Multidimensional scaling

Multilevel modelling

Multinomial logistic regression

Multiple linear regression (see regression)

## N

Non-parametric tests

Normal distribution: introduction

Normal distribution

## O

Odds ratio

Ordinal logistic regression

Outliers

## P

Paired versus unpaired data

Pie chart

Poisson distribution

Post hoc tests

Power

Principal components analysis

Probability distributions

Probability: equally likely events

## Q

Quality control

Questionnaire design

## R

R

Random variables

Randomisation

Range

Regression: Simple linear regression

Regression: Multiple linear regression

Regression: Regression diagnostics

Regression: Logistic regression

Reliability

Repeatability

Risk: Absolute risk

Risk: Relative risk

ROC curve analysis

## S

Sample size

Scatterplot

Set notation

Sign test

Simple linear regression (see regression)

Skewness

Standard deviation: Introduction

Standard deviation

Standard error

Study planning

Study types

Summarising data

Surveys/survey design

Survival analysis

## T

T-tests: paired

T-tests: unpaired

Time series

Transformations

Tree diagrams

## U

Uniform distribution

## V

Variance

Variance: of a sampleVenn diagrams

## W

Wilcoxon sign rank test