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SSDforR (version 2.2)

Functions to Analyze Single System Data

Description

Functions to visually and statistically analyze single system data.

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Version

Install

install.packages('SSDforR')

Monthly Downloads

371

Version

2.2

License

GPL (>= 2)

Maintainer

Charles Auerbach

Last Published

October 18th, 2025

Functions in SSDforR (2.2)

ABtext

Add text to graph
Arimadiff

Difference for ARIMA
NAPabove

Non-Overlap of All Pairs (NAP) calculation
NAPbelow

Non-Overlap of All Pairs (NAP) calculation
Cchart

SPC C-chart
Arobust

Robust regression for a single phase
GABrf2

Autocorrelation for group data
Effectsize

Effect size
Gmedian

Median line for group data
IQRbandgraph

Interquartile band graph for one phase
Arimama

Moving average for ARIMA
IQRline

IQR line for ABplot
RMEffectsize

Effect size
IQRlegend

IQR legend
Gindex

G-index
Pchart

SPC P-chart
Getcsv

Import .csv file
Gline

Goal Line
PNDlegend

PND legend
GABttest

T-test for group data
RMGline

Goal Line for Rmarkdown
RMarrow

Draw arrow on graph. For use with Rmarkdown.
RSlinesD

Draws line. For use with Rmarkdown
RSstat

Add statistic line(s) for RMarkdown
RMstat

Add statistic line(s) for RMarkdown
RMtext

Add text to graph. For use with Rmarkdown
SN

Scientific notation
SPClegend

SPC legend
RMttest

T-test comparing phases
SD2

2-standard deviation band graph
SD1legend

SD1 legend
RSIQRline

IQR line for ABplot for window or Posit cloud
RMlines

Draws line. For use with Rmarkdown
RSlines

Draws line. For use with Rmarkdown
RSarrow

Draw arrow on graph. For use with no interactive.
XRchart

SPC XR-Chart
RSTrimline

Trimmed mean line added to ABplot
Rchart

SPC R-chart using mean range
RStext

Add non interactive text to graph.
RSPCline

Draw line on Rchartsd Rchart
PEMabove

PEM - desired values above the reference line
PANDlegend

PAND legend
Append

Append data sets with additional data
TauUbelow

TAU_U - Calculates Tau U index decrease is desired
Savecsv

Save data file
Aregres

Regression for single phase
listnames

List variable names
SD1

1-standard deviation band graph
meanES

Mean Effect Size
Rchartsd

SPC R-chart using standard deviation
IRDabove

Improvement Rate Difference (IRD) calculation
CDCbelow

Conservative Dual Criteria (CDC) desired zone below lines
CDCabove

Conservative Dual Criteria (CDC) desired zone above lines
SDAband

Adds standard deviation bands to an ABplot
meanNAP

Mean Effect Size
Xmrchart

SPC XMR-chart
SD2legend

SD2 legend
regbelow

Chi-square - desired values below regression line
diffchart

Difference transformation
regabove

Chi-square - desired values above regression line
insert

insert
PANDabove

PAND - desired values above the reference line
metaregi

Meta Regression with Moderator
Trimline

Trimmed mean line added to ABplot
sd1bandgraph

1-standard deviation band graph for one phase
sd2bandgraph

2-standard deviation band graph for one phase
RobustCDCbelow

Robust Conservative Dual Criteria (CDC) using robust regression desired zone below lines
TauUabove

TAU_U - Calculates Tau U index increase is desired
RobustCDCabove

Robust Conservative Dual Criteria (CDC) using robust regression desired zone above lines
PEMlegend

PEM legend
trimbelow

Chi-square - desired values below the trimmed mean
meanabove

Chi-square - desired values above the mean
PANDbelow

PAND - desired values below the reference line
robregabove

Chi-square - desired values above robust regression line
metareg

Meta Regression
robregbelow

Chi-square - desired values below robust regression line
medbelow

Chi-square - desired values below the median
IRDbelow

Improvement Rate Difference (IRD) calculation
PEMbelow

PEM - desired values below the reference line
PNDbelow

PND - desired values below the reference line
trimabove

Chi-square - desired values above the trimmed mean
trendtests

Tau Trend test and Sen's slope test for single phase
SPCline

Draw line on Rchartsd Rchart
SSDforR

List of all functions in SSD for R
meanbelow

Chi-square - desired values below the mean
medabove

Chi-square - desired values above the median
plotnum

Set graphic environment
PNDabove

PND - desired values above the reference line
ABWilcox

Wilcoxon rank-sum test between two phases
ABanova

Analysis of variance
ABautopacf

Partial autocorrelation
ABdescrip

Descriptive Statistics
ABiqr

Interquartile band graph through all phases
ABstat

Add statistic line(s)
ABlineD

Add dashed line to a graph
ABttest

T-test comparing phases
ABtsplot

Time series plot for SSD Data
ABarrow

Draw arrow on graph
ABautoacf

Autocorrelation at any lag for a phase
ABlines

Draw line
ABma

Moving average
ABplotm

Multiple line plot
ABbinomial

Binomial test
ABplot

Simple line graph
ABrobust

Robust regression
ABregres

OLS regression to compare phases
ABrf2

Lag-1 autocorrelation (rf2 for small sample size)