Package index

Package

mcradds mcradds-package

mcradds Package

Classes and Constructors

SampleSize() experimental

SampleSize Class

MCTab() experimental

MCTab Class

BAsummary() experimental

BAsummary Class

RefInt() experimental

Reference Interval Class

tpROC() experimental

Test for Paired ROC Class

Desc() experimental

Descriptive Statistics Class

Internal Helper Functions

cat_with_newline() experimental

Concatenate and Print with Newline

h_factor() experimental

Factor Variable Per Levels

h_summarize() experimental

Summarize Basic Statistics

h_difference() experimental

Compute Difference for Bland-Altman

h_fmt_num() experimental

Format Numeric Data

h_fmt_est() experimental

Format and Concatenate to String

h_fmt_range() experimental

Format and Concatenate to Range

h_fmt_count_perc() experimental

Format count and percent

esd.critical() experimental

Compute Critical Value for ESD Test

tukey_outlier() experimental

Detect Tukey Outlier

dixon_outlier() experimental

Detect Dixon Outlier

robustRI() experimental

Robust Method in Calculation of Reference Interval

nonparRI() experimental

Nonparametric Method in Calculation of Reference Interval

Example Data

platelet experimental

Quantitative Measurement Data

qualData experimental

Simulated Qualitative Data

calcium experimental

Reference Interval Data

nonparRanks experimental

Nonparametric Rank Number of Reference Interval

glucose experimental

Inermediate Precision Data

ldlroc experimental

Two-sampled Paired Test Data

PDL1RP experimental

PD-L1 Reader Precision Data

adsl_sub experimental

CDISC ADSL Subsetting Data

Methods

show(<SampleSize>) show(<MCTab>) show(<BAsummary>) show(<RefInt>) show(<tpROC>) show(<Desc>) experimental

Show Method for Objects

getAccuracy() experimental

Summary Method for MCTab Objects

getOutlier() experimental

Detect Outliers From BAsummary Object

autoplot() experimental

Generate a ggplot for Bland-Altman Plot and Regression Plot

Functions

size_one_prop() experimental

Sample Size for Testing One Proportion

size_ci_one_prop() experimental

Sample Size for Testing Confidence Interval of One Proportion

size_corr() experimental

Sample Size for Testing Pearson's correlation

size_ci_corr() experimental

Sample Size for Testing Confidence Interval of Pearson's correlation

diagTab() experimental

Creates Contingency Table

blandAltman() experimental

Calculate Statistics for Bland-Altman

printSummary() experimental

Print Summary of a Regression Analysis

getCoefficients() experimental

Get Regression Coefficients

mcreg() experimental

Comparison of Two Measurement Methods Using Regression Analysis

calcBias() experimental

Systematical Bias Between Reference Method and Test Method

pearsonTest() experimental

Hypothesis Test for Pearson Correlation Coefficient

spearmanTest() experimental

Hypothesis Test for Spearman Correlation Coefficient

ESD_test() experimental

EDS Test for Outliers

refInterval() experimental

Calculate Reference Interval and Corresponding Confidence Interval

anovaVCA() experimental

ANOVA-Type Estimation of Variance Components for Random Models

VCAinference() experimental

Inferential Statistics for VCA-Results

aucTest() experimental

AUC Test for Paired Two-sample Measurements

descfreq() experimental

Summarize Frequency Counts and Percentages

descvar() experimental

Summarize Descriptive Statistics