visualize_odds_ratios

This function creates a plot of odds ratios with 95
for a 2xk (where k &gt;= 2) contingency table.

internal

Provides the facility to perform the chi-square and G-square test of independence, calculates the power of the traditional chi-square test, compute permutation and Monte Carlo p-value, and provides measures of association for tables of any size such as Phi, Phi corrected, odds ratio with 95 percent CI and p-value, Yule' Q and Y, adjusted contingency coefficient, Cramer's V, V corrected, V standardised, bias-corrected V, W, Cohen's w, Goodman-Kruskal's lambda, gamma, tau, Cohen's k. It also calculates standardised, moment-corrected standardised, and adjusted standardised residuals, and their significance, as well as the Quetelet Index, IJ association factor, and adjusted standardised counts. It also computes the chi-square-maximising version of the input table. Different outputs are returned in nicely formatted tables.

Gianmarco Alberti

chisquare

Chi-Square and G-Square Test of Independence, Power and Residual
Analysis, Measures of Categorical Association

visualize_odds_ratios function

<dl><dt>ctable</dt>
<dd>A 2xk (where k &gt;= 2) contingency table as a matrix or data frame with row and column names.</dd>
<dt>reference.level</dt>
<dd>The index of the reference level for odds ratio calculations (default: 1). The user must select the column level to serve as the reference level.</dd>
<dt>row.level</dt>
<dd>The index of the row category to be used in odds ratio calculations (1 or 2). The user must select the row level to which the calculation of the odds ratios make reference (default: 1).</dd>
<dt>or.alpha</dt>
<dd>The significance level used for the confidence intervals (default: 0.05).</dd></dl>

Arguments

Visualize Odds Ratios for a 2xk (where k &gt;= 2) Contingency Table (internal function) — visualize_odds_ratios

<dl>

<dt>ctable</dt>
<dd>A 2xk (where k &gt;= 2) contingency table as a matrix or data frame with row and column names.</dd>


<dt>reference.level</dt>
<dd>The index of the reference level for odds ratio calculations (default: 1). The user must select the column level to serve as the reference level.</dd>


<dt>row.level</dt>
<dd>The index of the row category to be used in odds ratio calculations (1 or 2). The user must select the row level to which the calculation of the odds ratios make reference (default: 1).</dd>


<dt>or.alpha</dt>
<dd>The significance level used for the confidence intervals (default: 0.05).</dd>

</dl>

visualize_odds_ratios: Visualize Odds Ratios for a 2xk (where k >= 2) Contingency Table (internal function)

Description

Usage

Value

Arguments