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SSDforR (version 1.5.37)
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
1.5.37
License
GPL (>= 2)
Maintainer
Charles Auerbach
Last Published
December 16th, 2024
Functions in SSDforR (1.5.37)
Search all functions
ABplot
Simple line graph
ABtext
Add text to graph
Arobust
Robust regression for a single phase
GABrf2
Autocorrelation for group data
Arimama
Moving average for ARIMA
Effectsize
Effect size
Arimadiff
Difference for ARIMA
Getcsv
Import .csv file
GABttest
T-test for group data
Append
Append data sets with additional data
Aregres
Regression for single phase
Cchart
SPC C-chart
NAPabove
Non-Overlap of All Pairs (NAP) calculation
NAPbelow
Non-Overlap of All Pairs (NAP) calculation
Gline
Goal Line
Gindex
G-index
IQRline
IQR line for ABplot
IQRlegend
IQR legend
PEMbelow
PEM - desired values below the reference line
PANDlegend
PAND legend
PEMabove
PEM - desired values above the reference line
PNDbelow
PND - desired values below the reference line
RMGline
Goal Line for Rmarkdown
RMarrow
Draw arrow on graph. For use with Rmarkdown.
Pchart
SPC P-chart
PNDlegend
PND legend
RSTrimline
Trimmed mean line added to ABplot
RMtext
Add text to graph. For use with Rmarkdown
RStext
Add non interactive text to graph.
RSstat
Add statistic line(s) for RMarkdown
RSlines
Draws line. For use with Rmarkdown
RSarrow
Draw arrow on graph. For use with no interactive.
RMlines
Draws line. For use with Rmarkdown
IRDabove
Improvement Rate Difference (IRD) calculation
IRDbelow
Improvement Rate Difference (IRD) calculation
SD1
1-standard deviation band graph
RMstat
Add statistic line(s) for RMarkdown
SD1legend
SD1 legend
SN
Scientific notation
Rchart
SPC R-chart using mean range
Rchartsd
SPC R-chart using standard deviation
SDAband
Adds standard deviation bands to an ABplot
Gmedian
Median line for group data
IQRbandgraph
Interquartile band graph for one phase
SPClegend
SPC legend
SSDforR
List of all functions in SSD for R
SPCline
Draw line on Rchartsd Rchart
Savecsv
Save data file
TauUbelow
TAU_U - Calculates Tau U index decrease is desired
insert
insert
meanES
Mean Effect Size
TauUabove
TAU_U - Calculates Tau U index increase is desired
listnames
List variable names
meanNAP
Mean Effect Size
PANDabove
PAND - desired values above the reference line
diffchart
Difference transformation
meanabove
Chi-square - desired values above the mean
CDCbelow
Conservative Dual Criteria (CDC) desired zone below lines
medabove
Chi-square - desired values above the median
CDCabove
Conservative Dual Criteria (CDC) desired zone above lines
Xmrchart
SPC XMR-chart
metareg
Meta Regression
metaregi
Meta Regression with Moderator
Trimline
Trimmed mean line added to ABplot
SD2
2-standard deviation band graph
SD2legend
SD2 legend
meanbelow
Chi-square - desired values below the mean
medbelow
Chi-square - desired values below the median
RobustCDCbelow
Robust Conservative Dual Criteria (CDC) using robust regression desired zone below lines
PANDbelow
PAND - desired values below the reference line
XRchart
SPC XR-Chart
PEMlegend
PEM legend
plotnum
Set graphic environment
sd1bandgraph
1-standard deviation band graph for one phase
trimbelow
Chi-square - desired values below the trimmed mean
trimabove
Chi-square - desired values above the trimmed mean
robregabove
Chi-square - desired values above robust regression line
regbelow
Chi-square - desired values below regression line
sd2bandgraph
2-standard deviation band graph for one phase
trendtests
Tau Trend test and Sen's slope test for single phase
PNDabove
PND - desired values above the reference line
regabove
Chi-square - desired values above regression line
RobustCDCabove
Robust Conservative Dual Criteria (CDC) using robust regression desired zone above lines
robregbelow
Chi-square - desired values below robust regression line
ABautopacf
Partial autocorrelation
ABautoacf
Autocorrelation at any lag for a phase
ABWilcox
Wilcoxon rank-sum test between two phases
ABarrow
Draw arrow on graph
ABanova
Analysis of variance
ABlines
Draw line
ABiqr
Interquartile band graph through all phases
ABlineD
Add dashed line to a graph
ABdescrip
Descriptive Statistics
ABbinomial
Binomial test
ABplotm
Multiple line plot
ABrf2
Lag-1 autocorrelation (rf2 for small sample size)
ABttest
T-test comparing phases
ABstat
Add statistic line(s)
ABrobust
Robust regression
ABtsplot
Time series plot for SSD Data
ABregres
OLS regression to compare phases
ABma
Moving average