Канал: Lacey Maths & Stats Consultancy

Plot of Effect Sizes from Pairwise Comparisons

Plot of Effect Sizes from Pairwise Comparisons

Effect size of Pairwise Comparisons using emmeans

Effect size of Pairwise Comparisons using emmeans

Generating a Randomisation Schedule

Generating a Randomisation Schedule

Interaction plots in ggplot2

Interaction plots in ggplot2

Estimated Marginal Means in ggplot2

Estimated Marginal Means in ggplot2

Spaghetti plots in ggplot2

Spaghetti plots in ggplot2

Highlighting boxplots in ggplot2

Highlighting boxplots in ggplot2

Labelling outliers in ggplot2

Labelling outliers in ggplot2

Boxplots in ggplot2

Boxplots in ggplot2

Histograms in ggplot2

Histograms in ggplot2

Incremental Area Under the Curve

Incremental Area Under the Curve

Repeated Measures ANOVA & Linear Mixed Models in RStudio

Repeated Measures ANOVA & Linear Mixed Models in RStudio

Hypotheses, Level of Significance and p-values

Hypotheses, Level of Significance and p-values

Summarising a Linear Model Selection Process in RStudio

Summarising a Linear Model Selection Process in RStudio

Presenting Multiple Linear Regression Analysis Results in RStudio

Presenting Multiple Linear Regression Analysis Results in RStudio

Presenting Simple Linear Regression Analysis Results in RStudio

Presenting Simple Linear Regression Analysis Results in RStudio

F-ratio calculation in Excel (Randomised Block Design)

F-ratio calculation in Excel (Randomised Block Design)

F-ratio calculation in Excel (Two-Way ANOVA)

F-ratio calculation in Excel (Two-Way ANOVA)

F-ratio calculation in Excel (One-Way ANOVA)

F-ratio calculation in Excel (One-Way ANOVA)

Power Analysis in G*Power & RStudio (RM ANOVA)

Power Analysis in G*Power & RStudio (RM ANOVA)

Power Analysis in G*Power & RStudio (t-test)

Power Analysis in G*Power & RStudio (t-test)

Using Custom Tables in SPSS

Using Custom Tables in SPSS

Chi-squared test on NVivo data

Chi-squared test on NVivo data

Incremental Area Under the Curve (iAUC)

Incremental Area Under the Curve (iAUC)

Summarising paired samples t-test and Wilcoxon test results in RStudio

Summarising paired samples t-test and Wilcoxon test results in RStudio

Summarising independent samples t-test and Mann-Whitney U-test results in RStudio

Summarising independent samples t-test and Mann-Whitney U-test results in RStudio

Summarising one-sample t-test and Wilcoxon test results in RStudio

Summarising one-sample t-test and Wilcoxon test results in RStudio

Checking homogeneity of variances, sphericity and writing RStudio results to Excel

Checking homogeneity of variances, sphericity and writing RStudio results to Excel

Checking normality of measurements in RStudio

Checking normality of measurements in RStudio

SPSS Syntax to format dataset and reorder negatively worded questions before a Factor Analysis

SPSS Syntax to format dataset and reorder negatively worded questions before a Factor Analysis

SPSS Syntax to locate and remove unengaged respondents, along with imputing for missing values.

SPSS Syntax to locate and remove unengaged respondents, along with imputing for missing values.

SPSS Syntax to determine the number of unanswered questions per participant

SPSS Syntax to determine the number of unanswered questions per participant

Addition, subtraction, multiplication and division tables

Addition, subtraction, multiplication and division tables

dplyr and tidyr packages to filter and convert from wide to long

dplyr and tidyr packages to filter and convert from wide to long

Locating and imputing for missing values and outliers in RStudio

Locating and imputing for missing values and outliers in RStudio

Data types and grouping a measurement in RStudio

Data types and grouping a measurement in RStudio

order() and setnames() functions to sort and relabel data in RStudio

order() and setnames() functions to sort and relabel data in RStudio

Indexing and the mutate() function in RStudio

Indexing and the mutate() function in RStudio

SPSS syntax to delete and reorder variables

SPSS syntax to delete and reorder variables

SPSS syntax to handle missing data, compute a new variable and change properties of variables

SPSS syntax to handle missing data, compute a new variable and change properties of variables

SPSS syntax to transform data from string to numeric

SPSS syntax to transform data from string to numeric

Importing data from Excel to SPSS using syntax.

Importing data from Excel to SPSS using syntax.