reporting {mlmtools}

Reporting Data

Description

Data from a study on the reporting rates of outliers with data on 2235 experiments.

Usage

data(reporting)

Format

A data frame with 2235 observations on the following 18 variables.

Reference.Code

Bibtex reference code for the article

year

Year of publication

time.pulled

Year article was pulled for these data

Type

Type of psychological journal

Journal

Journal of publication

authors

Authors

article

Title of article

original.sample.size

Original sample size from the article

mention.outliers

Whether or not the article mentioned outliers

final.sample.size

Final sample size from the article

number.outliers

Number of outliers identified by the article

Basics

Whether or not they ran basic statistics (e.g., descriptive statistics, z scores, t tests, and correlations)

ANOVA

Whether or not they ran ANOVA

Regression

Whether or not they ran a regression

ChiSquare

Whether or not they ran a chi-squared test

Nonparametric

Whether or not they ran a nonparametric test

Modeling

Whether or not they used structural equation modeling

BayesOther

Whether or not they used Bayes or another form of analysis

Source

GitHub

References

Valentine, K. D., Buchanan, E. M., Cunningham, A., Hopke, T., Wikowsky, A., & Wilson, H. (2021). Have psychologists increased reporting of outliers in response to the reproducibility crisis?. Social and Personality Psychology Compass, 15(5), e12591.

Examples

data(reporting)