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SSDforR (version 1.5.42)
Functions to Analyze Single System Data
Description
Functions to visually and statistically analyze single system data.
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Install
install.packages('SSDforR')
Monthly Downloads
983
Version
1.5.42
License
GPL (>= 2)
Maintainer
Charles Auerbach
Last Published
April 19th, 2025
Functions in SSDforR (1.5.42)
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ABma
Moving average
ABregres
OLS regression to compare phases
Effectsize
Effect size
Aregres
Regression for single phase
Append
Append data sets with additional data
Gindex
G-index
Gmedian
Median line for group data
Gline
Goal Line
IQRbandgraph
Interquartile band graph for one phase
PEMabove
PEM - desired values above the reference line
IRDabove
Improvement Rate Difference (IRD) calculation
GABrf2
Autocorrelation for group data
IQRline
IQR line for ABplot
PNDbelow
PND - desired values below the reference line
RMGline
Goal Line for Rmarkdown
Arimama
Moving average for ARIMA
Arimadiff
Difference for ARIMA
Getcsv
Import .csv file
GABttest
T-test for group data
IRDbelow
Improvement Rate Difference (IRD) calculation
IQRlegend
IQR legend
PEMbelow
PEM - desired values below the reference line
RMlines
Draws line. For use with Rmarkdown
PANDlegend
PAND legend
RSTrimline
Trimmed mean line added to ABplot
Arobust
Robust regression for a single phase
RStext
Add non interactive text to graph.
RMstat
Add statistic line(s) for RMarkdown
RSarrow
Draw arrow on graph. For use with no interactive.
insert
insert
diffchart
Difference transformation
SN
Scientific notation
RSIQRline
IQR line for ABplot for window or Posit cloud
SPClegend
SPC legend
NAPabove
Non-Overlap of All Pairs (NAP) calculation
RMtext
Add text to graph. For use with Rmarkdown
PNDlegend
PND legend
NAPbelow
Non-Overlap of All Pairs (NAP) calculation
Cchart
SPC C-chart
Rchart
SPC R-chart using mean range
SD2legend
SD2 legend
SDAband
Adds standard deviation bands to an ABplot
CDCbelow
Conservative Dual Criteria (CDC) desired zone below lines
CDCabove
Conservative Dual Criteria (CDC) desired zone above lines
metaregi
Meta Regression with Moderator
medbelow
Chi-square - desired values below the median
Pchart
SPC P-chart
Rchartsd
SPC R-chart using standard deviation
SPCline
Draw line on Rchartsd Rchart
PANDabove
PAND - desired values above the reference line
robregabove
Chi-square - desired values above robust regression line
RMarrow
Draw arrow on graph. For use with Rmarkdown.
RSlines
Draws line. For use with Rmarkdown
RSstat
Add statistic line(s) for RMarkdown
PANDbelow
PAND - desired values below the reference line
PEMlegend
PEM legend
Savecsv
Save data file
TauUabove
TAU_U - Calculates Tau U index increase is desired
SSDforR
List of all functions in SSD for R
Trimline
Trimmed mean line added to ABplot
TauUbelow
TAU_U - Calculates Tau U index decrease is desired
listnames
List variable names
sd2bandgraph
2-standard deviation band graph for one phase
sd1bandgraph
1-standard deviation band graph for one phase
metareg
Meta Regression
meanbelow
Chi-square - desired values below the mean
plotnum
Set graphic environment
PNDabove
PND - desired values above the reference line
medabove
Chi-square - desired values above the median
meanES
Mean Effect Size
trimabove
Chi-square - desired values above the trimmed mean
trendtests
Tau Trend test and Sen's slope test for single phase
robregbelow
Chi-square - desired values below robust regression line
regbelow
Chi-square - desired values below regression line
regabove
Chi-square - desired values above regression line
SD2
2-standard deviation band graph
SD1
1-standard deviation band graph
SD1legend
SD1 legend
meanNAP
Mean Effect Size
meanabove
Chi-square - desired values above the mean
trimbelow
Chi-square - desired values below the trimmed mean
Xmrchart
SPC XMR-chart
XRchart
SPC XR-Chart
RobustCDCabove
Robust Conservative Dual Criteria (CDC) using robust regression desired zone above lines
RobustCDCbelow
Robust Conservative Dual Criteria (CDC) using robust regression desired zone below lines
ABarrow
Draw arrow on graph
ABlineD
Add dashed line to a graph
ABlines
Draw line
ABWilcox
Wilcoxon rank-sum test between two phases
ABautopacf
Partial autocorrelation
ABiqr
Interquartile band graph through all phases
ABanova
Analysis of variance
ABbinomial
Binomial test
ABautoacf
Autocorrelation at any lag for a phase
ABdescrip
Descriptive Statistics
ABrf2
Lag-1 autocorrelation (rf2 for small sample size)
ABplotm
Multiple line plot
ABstat
Add statistic line(s)
ABplot
Simple line graph
ABttest
T-test comparing phases
ABtsplot
Time series plot for SSD Data
ABtext
Add text to graph
ABrobust
Robust regression