Download the detailed information of lineups used in the polynomials study
Source:R/data.R
get_polynomials_lineup.RdThis function downloads and returns a list containing the information of 588 lineups including their metadata and observations. See also polynomials.
Value
A list with 588 items, where each item contains a named list metadata and a data.frame data:
Metadata contains metadata of the lineup:
- type
Type of the model
- formula
The main formula of the model
- shape
Shape of the Hermite polynomials, please check POLY_MODEL$hermite
- x_dist
Distribution of variable
x- include_z
Whether to include variable
zin the model- e_dist
Distribution of error term
e- e_sigma
The standard deviation of the error term
e- name
Name of the model
- k
Number of residual plots in a lineup
- n
Number of observations in a residual plot
- effect_size
Effect size of the actual residual plot
- answer
The answer of the lineup
Data contains data for drawing 20 residual plots:
- y
Values of
y- raw_x
Values of non-scaled
x- x
Values of scaled
x(between -1 to 1)- raw_z
Values of non-scaled
z- z
Values of scaled
z(between -1 to 1)- e
Values of the error term
e- .resid
Value of residuals
- .fitted
Fitted values
- test_name
Name of the conventional test
- statistic
Test statistics
- p_value
P-value of the test
- k
Position of the plot in a lineup
- null
Whehter or not it is a null residual plot