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SSDforR (version 1.5.36)
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
940
Version
1.5.36
License
GPL (>= 2)
Maintainer
Charles Auerbach
Last Published
December 3rd, 2024
Functions in SSDforR (1.5.36)
Search all functions
ABrobust
Robust regression
ABWilcox
Wilcoxon rank-sum test between two phases
Gline
Goal Line
Effectsize
Effect size
GABrf2
Autocorrelation for group data
Gindex
G-index
RStext
Add non interactive text to graph.
PNDbelow
PND - desired values below the reference line
PEMbelow
PEM - desired values below the reference line
RSstat
Add statistic line(s) for RMarkdown
SDAband
Adds standard deviation bands to an ABplot
RSTrimline
Trimmed mean line added to ABplot
RMtext
Add text to graph. For use with Rmarkdown
IQRlegend
IQR legend
listnames
List variable names
SPCline
Draw line on Rchartsd Rchart
SPClegend
SPC legend
insert
insert
IQRline
IQR line for ABplot
ABtsplot
Time series plot for SSD Data
ABttest
T-test comparing phases
RMGline
Goal Line for Rmarkdown
ABanova
Analysis of variance
SN
Scientific notation
GABttest
T-test for group data
Getcsv
Import .csv file
ABma
Moving average
ABplot
Simple line graph
Append
Append data sets with additional data
Arimadiff
Difference for ARIMA
RMarrow
Draw arrow on graph. For use with Rmarkdown.
Arimama
Moving average for ARIMA
Aregres
Regression for single phase
NAPabove
Non-Overlap of All Pairs (NAP) calculation
RMlines
Draws line. For use with Rmarkdown
NAPbelow
Non-Overlap of All Pairs (NAP) calculation
meanES
Mean Effect Size
meanNAP
Mean Effect Size
RMstat
Add statistic line(s) for RMarkdown
XRchart
SPC XR-Chart
meanabove
Chi-square - desired values above the mean
Trimline
Trimmed mean line added to ABplot
medabove
Chi-square - desired values above the median
Gmedian
Median line for group data
IRDabove
Improvement Rate Difference (IRD) calculation
RSlines
Draws line. For use with Rmarkdown
RSarrow
Draw arrow on graph. For use with no interactive.
RobustCDCbelow
Robust Conservative Dual Criteria (CDC) using robust regression desired zone below lines
medbelow
Chi-square - desired values below the median
sd1bandgraph
1-standard deviation band graph for one phase
IRDbelow
Improvement Rate Difference (IRD) calculation
PNDlegend
PND legend
SD1
1-standard deviation band graph
SD2legend
SD2 legend
SD1legend
SD1 legend
SD2
2-standard deviation band graph
Pchart
SPC P-chart
meanbelow
Chi-square - desired values below the mean
IQRbandgraph
Interquartile band graph for one phase
SSDforR
List of all functions in SSD for R
Savecsv
Save data file
PANDabove
PAND - desired values above the reference line
PEMlegend
PEM legend
CDCabove
Conservative Dual Criteria (CDC) desired zone above lines
Xmrchart
SPC XMR-chart
sd2bandgraph
2-standard deviation band graph for one phase
plotnum
Set graphic environment
trendtests
Tau Trend test and Sen's slope test for single phase
PEMabove
PEM - desired values above the reference line
regabove
Chi-square - desired values above regression line
PANDbelow
PAND - desired values below the reference line
PANDlegend
PAND legend
PNDabove
PND - desired values above the reference line
robregbelow
Chi-square - desired values below robust regression line
RobustCDCabove
Robust Conservative Dual Criteria (CDC) using robust regression desired zone above lines
Rchart
SPC R-chart using mean range
Rchartsd
SPC R-chart using standard deviation
TauUbelow
TAU_U - Calculates Tau U index decrease is desired
TauUabove
TAU_U - Calculates Tau U index increase is desired
diffchart
Difference transformation
CDCbelow
Conservative Dual Criteria (CDC) desired zone below lines
trimbelow
Chi-square - desired values below the trimmed mean
robregabove
Chi-square - desired values above robust regression line
metaregi
Meta Regression with Moderator
trimabove
Chi-square - desired values above the trimmed mean
regbelow
Chi-square - desired values below regression line
metareg
Meta Regression
ABarrow
Draw arrow on graph
ABdescrip
Descriptive Statistics
ABlineD
Add dashed line to a graph
ABbinomial
Binomial test
ABautopacf
Partial autocorrelation
ABlines
Draw line
ABiqr
Interquartile band graph through all phases
ABplotm
Multiple line plot
ABstat
Add statistic line(s)
ABautoacf
Autocorrelation at any lag for a phase
ABtext
Add text to graph
ABrf2
Lag-1 autocorrelation (rf2 for small sample size)
ABregres
OLS regression to compare phases
Arobust
Robust regression for a single phase
Cchart
SPC C-chart