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SSDforR (version 1.5.38)
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
1.5.38
License
GPL (>= 2)
Maintainer
Charles Auerbach
Last Published
March 16th, 2025
Functions in SSDforR (1.5.38)
Search all functions
ABma
Moving average
ABrf2
Lag-1 autocorrelation (rf2 for small sample size)
ABplot
Simple line graph
ABtsplot
Time series plot for SSD Data
ABregres
OLS regression to compare phases
ABttest
T-test comparing phases
Effectsize
Effect size
Gmedian
Median line for group data
Cchart
SPC C-chart
Aregres
Regression for single phase
IQRline
IQR line for ABplot
IQRbandgraph
Interquartile band graph for one phase
Append
Append data sets with additional data
IQRlegend
IQR legend
Arobust
Robust regression for a single phase
IRDabove
Improvement Rate Difference (IRD) calculation
IRDbelow
Improvement Rate Difference (IRD) calculation
GABttest
T-test for group data
Getcsv
Import .csv file
NAPabove
Non-Overlap of All Pairs (NAP) calculation
GABrf2
Autocorrelation for group data
PEMbelow
PEM - desired values below the reference line
NAPbelow
Non-Overlap of All Pairs (NAP) calculation
PANDlegend
PAND legend
PEMabove
PEM - desired values above the reference line
PNDlegend
PND legend
RMlines
Draws line. For use with Rmarkdown
PNDbelow
PND - desired values below the reference line
Arimadiff
Difference for ARIMA
Pchart
SPC P-chart
Arimama
Moving average for ARIMA
RMtext
Add text to graph. For use with Rmarkdown
RMstat
Add statistic line(s) for RMarkdown
RStext
Add non interactive text to graph.
Rchart
SPC R-chart using mean range
TauUabove
TAU_U - Calculates Tau U index increase is desired
TauUbelow
TAU_U - Calculates Tau U index decrease is desired
Rchartsd
SPC R-chart using standard deviation
RSstat
Add statistic line(s) for RMarkdown
Gline
Goal Line
SPClegend
SPC legend
SPCline
Draw line on Rchartsd Rchart
meanabove
Chi-square - desired values above the mean
SD1
1-standard deviation band graph
Gindex
G-index
SDAband
Adds standard deviation bands to an ABplot
insert
insert
SD1legend
SD1 legend
RSTrimline
Trimmed mean line added to ABplot
SD2
2-standard deviation band graph
SN
Scientific notation
CDCabove
Conservative Dual Criteria (CDC) desired zone above lines
PEMlegend
PEM legend
SD2legend
SD2 legend
Xmrchart
SPC XMR-chart
RobustCDCbelow
Robust Conservative Dual Criteria (CDC) using robust regression desired zone below lines
meanbelow
Chi-square - desired values below the mean
plotnum
Set graphic environment
Trimline
Trimmed mean line added to ABplot
RMGline
Goal Line for Rmarkdown
XRchart
SPC XR-Chart
PANDabove
PAND - desired values above the reference line
CDCbelow
Conservative Dual Criteria (CDC) desired zone below lines
sd1bandgraph
1-standard deviation band graph for one phase
PANDbelow
PAND - desired values below the reference line
sd2bandgraph
2-standard deviation band graph for one phase
diffchart
Difference transformation
RMarrow
Draw arrow on graph. For use with Rmarkdown.
RSlines
Draws line. For use with Rmarkdown
trendtests
Tau Trend test and Sen's slope test for single phase
SSDforR
List of all functions in SSD for R
regabove
Chi-square - desired values above regression line
PNDabove
PND - desired values above the reference line
RSarrow
Draw arrow on graph. For use with no interactive.
listnames
List variable names
Savecsv
Save data file
meanES
Mean Effect Size
metareg
Meta Regression
meanNAP
Mean Effect Size
metaregi
Meta Regression with Moderator
trimbelow
Chi-square - desired values below the trimmed mean
robregabove
Chi-square - desired values above robust regression line
regbelow
Chi-square - desired values below regression line
trimabove
Chi-square - desired values above the trimmed mean
medabove
Chi-square - desired values above the median
medbelow
Chi-square - desired values below the median
robregbelow
Chi-square - desired values below robust regression line
RobustCDCabove
Robust Conservative Dual Criteria (CDC) using robust regression desired zone above lines
ABarrow
Draw arrow on graph
ABautoacf
Autocorrelation at any lag for a phase
ABautopacf
Partial autocorrelation
ABlines
Draw line
ABlineD
Add dashed line to a graph
ABbinomial
Binomial test
ABWilcox
Wilcoxon rank-sum test between two phases
ABanova
Analysis of variance
ABplotm
Multiple line plot
ABdescrip
Descriptive Statistics
ABrobust
Robust regression
ABstat
Add statistic line(s)
ABiqr
Interquartile band graph through all phases
ABtext
Add text to graph