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SSDforR (version 1.5.40)
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
931
Version
1.5.40
License
GPL (>= 2)
Maintainer
Charles Auerbach
Last Published
April 4th, 2025
Functions in SSDforR (1.5.40)
Search all functions
ABtsplot
Time series plot for SSD Data
ABplotm
Multiple line plot
ABautopacf
Partial autocorrelation
ABbinomial
Binomial test
ABrobust
Robust regression
ABrf2
Lag-1 autocorrelation (rf2 for small sample size)
ABttest
T-test comparing phases
NAPabove
Non-Overlap of All Pairs (NAP) calculation
ABstat
Add statistic line(s)
ABlines
Draw line
GABttest
T-test for group data
ABtext
Add text to graph
ABanova
Analysis of variance
ABregres
OLS regression to compare phases
Arobust
Robust regression for a single phase
IQRline
IQR line for ABplot
Getcsv
Import .csv file
IQRlegend
IQR legend
Arimadiff
Difference for ARIMA
PNDlegend
PND legend
Effectsize
Effect size
ABiqr
Interquartile band graph through all phases
GABrf2
Autocorrelation for group data
Gindex
G-index
NAPbelow
Non-Overlap of All Pairs (NAP) calculation
Cchart
SPC C-chart
Gmedian
Median line for group data
Arimama
Moving average for ARIMA
Pchart
SPC P-chart
IRDabove
Improvement Rate Difference (IRD) calculation
IRDbelow
Improvement Rate Difference (IRD) calculation
Gline
Goal Line
RMGline
Goal Line for Rmarkdown
IQRbandgraph
Interquartile band graph for one phase
RStext
Add non interactive text to graph.
RMarrow
Draw arrow on graph. For use with Rmarkdown.
SPCline
Draw line on Rchartsd Rchart
Rchart
SPC R-chart using mean range
SSDforR
List of all functions in SSD for R
SN
Scientific notation
SPClegend
SPC legend
TauUbelow
TAU_U - Calculates Tau U index decrease is desired
XRchart
SPC XR-Chart
Xmrchart
SPC XMR-chart
ABplot
Simple line graph
ABma
Moving average
Trimline
Trimmed mean line added to ABplot
RSTrimline
Trimmed mean line added to ABplot
RMlines
Draws line. For use with Rmarkdown
PANDbelow
PAND - desired values below the reference line
RMstat
Add statistic line(s) for RMarkdown
RSlines
Draws line. For use with Rmarkdown
Append
Append data sets with additional data
RSarrow
Draw arrow on graph. For use with no interactive.
PANDlegend
PAND legend
meanNAP
Mean Effect Size
PEMabove
PEM - desired values above the reference line
Rchartsd
SPC R-chart using standard deviation
listnames
List variable names
meanabove
Chi-square - desired values above the mean
meanES
Mean Effect Size
PEMlegend
PEM legend
Aregres
Regression for single phase
meanbelow
Chi-square - desired values below the mean
plotnum
Set graphic environment
PEMbelow
PEM - desired values below the reference line
SD1
1-standard deviation band graph
RSstat
Add statistic line(s) for RMarkdown
RobustCDCabove
Robust Conservative Dual Criteria (CDC) using robust regression desired zone above lines
medabove
Chi-square - desired values above the median
SD1legend
SD1 legend
PNDabove
PND - desired values above the reference line
RobustCDCbelow
Robust Conservative Dual Criteria (CDC) using robust regression desired zone below lines
SD2legend
SD2 legend
trendtests
Tau Trend test and Sen's slope test for single phase
trimabove
Chi-square - desired values above the trimmed mean
SDAband
Adds standard deviation bands to an ABplot
PNDbelow
PND - desired values below the reference line
RMtext
Add text to graph. For use with Rmarkdown
diffchart
Difference transformation
insert
insert
RSIQRline
IQR line for ABplot for window or Posit cloud
SD2
2-standard deviation band graph
Savecsv
Save data file
CDCabove
Conservative Dual Criteria (CDC) desired zone above lines
TauUabove
TAU_U - Calculates Tau U index increase is desired
regabove
Chi-square - desired values above regression line
PANDabove
PAND - desired values above the reference line
metaregi
Meta Regression with Moderator
sd1bandgraph
1-standard deviation band graph for one phase
sd2bandgraph
2-standard deviation band graph for one phase
CDCbelow
Conservative Dual Criteria (CDC) desired zone below lines
regbelow
Chi-square - desired values below regression line
trimbelow
Chi-square - desired values below the trimmed mean
medbelow
Chi-square - desired values below the median
metareg
Meta Regression
robregbelow
Chi-square - desired values below robust regression line
robregabove
Chi-square - desired values above robust regression line
ABlineD
Add dashed line to a graph
ABWilcox
Wilcoxon rank-sum test between two phases
ABdescrip
Descriptive Statistics
ABarrow
Draw arrow on graph
ABautoacf
Autocorrelation at any lag for a phase