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SSDforR (version 1.5.26)

Functions to Analyze Single System Data

Description

Functions to visually and statistically analyze single system data.

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Version

Install

install.packages('SSDforR')

Monthly Downloads

492

Version

1.5.26

License

GPL (>= 2)

Maintainer

Charles Auerbach

Last Published

September 16th, 2022

Functions in SSDforR (1.5.26)

ABplotm

Multiple line plot
ABlines

Draw line
ABrf2

Lag-1 autocorrelation (rf2 for small sample size)
ABrobust

Robust regression
ABlineD

Add dashed line to a graph
ABma

Moving average
ABstat

Add statistic line(s)
ABttest

T-test comparing phases
Effectsize

Effect size
ABplot

Simple line graph
GABttest

T-test for group data
ABtext

Add text to graph
ABtsplot

Time series plot for SSD Data
GABrf2

Autocorrelation for group data
Arobust

Robust regression for a single phase
Append

Append data sets with additional data
IQRbandgraph

Interquartile band graph for one phase
Cchart

SPC C-chart
Gmedian

Median line for group data
Aregres

Regression for single phase
ABregres

OLS regression to compare phases
Getcsv

Import .csv file
Arimadiff

Difference for ARIMA
Arimama

Moving average for ARIMA
PEMbelow

PEM - desired values below the reference line
NAPabove

Non-Overlap of All Pairs (NAP) calculation
NAPbelow

Non-Overlap of All Pairs (NAP) calculation
PANDlegend

PAND legend
PNDbelow

PND - desired values below the reference line
Gindex

G-index
RMlines

Draws line. For use with Rmarkdown
IRDbelow

Improvement Rate Difference (IRD) calculation
RMarrow

Draw arrow on graph. For use with Rmarkdown.
PEMabove

PEM - desired values above the reference line
Rchartsd

SPC R-chart using standard deviation
RMGline

Goal Line for Rmarkdown
Gline

Goal Line
IRDabove

Improvement Rate Difference (IRD) calculation
RMstat

Add statistic line(s) for RMarkdown
IQRlegend

IQR legend
SD1

1-standard deviation band graph
RSarrow

Draw arrow on graph. For use with no interactive.
IQRline

IQR line for ABplot
PNDlegend

PND legend
RMtext

Add text to graph. For use with Rmarkdown
Pchart

SPC P-chart
RSlines

Draws line. For use with Rmarkdown
Savecsv

Save data file
SD1legend

SD1 legend
listnames

List variable names
TauUabove

TAU_U - Calculates Tau U index increase is desired
meanNAP

Mean Effect Size
meanES

Mean Effect Size
SN

Scientific notation
meanabove

Chi-square - desired values above the mean
Trimline

Trimmed mean line added to ABplot
TauUbelow

TAU_U - Calculates Tau U index decrease is desired
RSstat

Add statistic line(s) for RMarkdown
metaregi

Meta Regression with Moderator
diffchart

Difference transformation
PANDabove

PAND - desired values above the reference line
SD2legend

SD2 legend
Rchart

SPC R-chart using mean range
SPClegend

SPC legend
SD2

2-standard deviation band graph
plotnum

Set graphic environment
XRchart

SPC XR-Chart
RStext

Add non interactive text to graph.
SDAband

Adds standard deviation bands to an ABplot
SSDforR

List of all functions in SSD for R
meanbelow

Chi-square - desired values below the mean
SPCline

Draw line on Rchartsd Rchart
regabove

Chi-square - desired values above regression line
regbelow

Chi-square - desired values below regression line
insert

insert
CDCabove

Conservative Dual Criteria (CDC) desired zone above lines
medbelow

Chi-square - desired values below the median
trimbelow

Chi-square - desired values below the trimmed mean
PNDabove

PND - desired values above the reference line
trimabove

Chi-square - desired values above the trimmed mean
robregbelow

Chi-square - desired values below robust regression line
metareg

Meta Regression
robregabove

Chi-square - desired values above robust regression line
PANDbelow

PAND - desired values below the reference line
CDCbelow

Conservative Dual Criteria (CDC) desired zone below lines
RobustCDCbelow

Robust Conservative Dual Criteria (CDC) using robust regression desired zone below lines
RobustCDCabove

Robust Conservative Dual Criteria (CDC) using robust regression desired zone above lines
PEMlegend

PEM legend
Xmrchart

SPC XMR-chart
medabove

Chi-square - desired values above the median
sd1bandgraph

1-standard deviation band graph for one phase
sd2bandgraph

2-standard deviation band graph for one phase
ABdescrip

Descriptive Statistics
ABarrow

Draw arrow on graph
ABautoacf

Autocorrelation at any lag for a phase
ABWilcox

Wilcoxon rank-sum test between two phases
ABbinomial

Binomial test
ABiqr

Interquartile band graph through all phases
ABautopacf

Partial autocorrelation
ABanova

Analysis of variance