rystats - Added Response Utilities

Added several convenience functions for surveys and minimum residual factor analysis

Under RyStats.survey

1. reverse_score: Reverse scores Likert-like responses
2. cronbach_alpha: Computes Cronbach's alpha for internal reliability
3. mcdonald_omega: Computes McDonald's omega for internal reliability

Under RyStats.factoranalysis

1. minresfactoranalysis

- Python
Published by eribean over 4 years ago

rystats - Pearson's Correlation

Added inferential tests for pearsons correlation

- Python
Published by eribean almost 5 years ago

rystats - Logistic Regression and Mediation

Functions Added

Logisitic Regression

• logistic_regression

Mediation

• simple_mediation

- Python
Published by eribean almost 5 years ago

rystats - Two-Way Anova and Linear Regression

Two Way Anova

• Implemented Two-Way ANOVA that has Type 1 / 2 / 3 analyses

Linear Regression

• Implemented linear regression

- Python
Published by eribean almost 5 years ago

rystats - Test, ANOVA, and Post-Hoc

Added Inferential functions * onesamplettest * equalvariancettest * unequalvariancettest * repeatedttest * equalvarianceonewayanova * unequalvarianceonewayanova * repeatedonewayanova * tukeyposthoc * gameshowellposthoc * bonferonni_posthoc

- Python
Published by eribean almost 5 years ago

rystats - Plotting Utilities

Added plotting functions including:

• correlation_image: show a heatmap of a correlation matrix
• loading_image: show a heatmap of a loadings matrix
• scree_plot: plot the eigenvalues for dimensionality assessment
• loading_table: create a table to view the loadings

- Python
Published by eribean almost 5 years ago

rystats - Added Factor Analysis Functions

Added factor analysis functions:

• Principal Components
• Principal Axis
• Minimum Rank
• Maximum Likelihood
• Rotation

Added Dimensionality Assessment

• MAP
• Parallel Analysis

- Python
Published by eribean almost 5 years ago