Implementation of the 'PROCESS' Macro

addArrows | Add covariates to arrows |

addCatVars | Add dummy vars to data.frame |

addCovarEquation | Add covariates to equation |

addLabels | add name to labels |

addLatentNodes | Add latent nodes information to nodes |

addLine | Add line feed to string |

addNodes | Add covariates to nodes |

addPlus | Add '+' mark to string |

addTripleInteraction | Add triple interaction |

adjustNodes | Adjust y position of nodes |

adjustPosNodes | Adjust position of nodes |

adjustxpos | Adjust x position |

adjustypos | Adjust y position |

appendLabels | Append labels from vars, moderator and covar |

bda.mediation.test | The Sobel mediation test |

caskets | CASKETS dataset |

catMediation | Make Mediation Equation with one categorical variable |

centerPrint | Print a string in center |

changeLabelName | Change Label Names |

checkEquationVars | Check dependent variables in equations |

checkEqVars | Check dependent variables in a equation |

compareMC | Compare effects of mean-centering and standardization of... |

compareMCTable | Make table comparing effects of mean-centering and... |

compareVIF | Compare correlation, tolerance, vif of mean-centered and... |

compareVIFTable | Make table comparing correlation, tolerance, vif of... |

conceptDiagram | Make conceptDiagram |

conceptDiagram2 | Make concept Diagram |

conditionalEffectPlot | Make conditional effect plot |

condPlot | Draw conditional effect plot |

condPlot2 | Draw conditional plot for moderated moderation |

condPlotCat | Make conditional effect plot with data including a... |

condPlotCat2 | Draw direct and indirect effect plot |

convertPvalue | convert vector of p values to string |

corPlot | Draw correlation plot |

corTable | Make a table with correlation |

corTable2 | Make a table with correlation |

countM | Count the group names start with "M" |

covar2df | Make data.frame with covariates |

deleteSingleNumber | remove coefficient number of equation |

densityPlot | Draw Smoothed Kernel density plot |

disaster | Disaster dataset |

discriminantValidityTable | make discriminant Validity Table |

discriminantValidityTable2 | make discriminant Validity Table in flextable format |

divideEquation | divide equation |

drawArrows | Draw arrows |

drawCatModel | Draw statistical diagram including categorical X |

drawConcept | Draw Concept Diagram |

drawCovar | Draw covariate |

drawModel | Draw statistical diagram with an object of class lavaan or a... |

drawStatDiagram | draw StatDiagram |

drawtext | Draw node |

education | Data Set for education and income |

eq2df | Convert equation to data.frame |

eq2fit | Make a list of objects of class lm |

eq2var | make data.frame with equation |

equations2var | make data.frame with equation |

est2Arrows | Make arrows from estimatesTable |

est2Nodes | Make nodes from estimatesTable |

estimatesTable | convert parameterEstimates to data.frame |

estimatesTable2 | convert parameterEstimates to flextable |

estress | ESTRESS: Economic stress dataset |

extractIMM | extract index of moderated mediation from string |

extractLatentVar | Extract Latent Variables Data |

extractLatentVarName | Extract Latent Variables Names |

extractModerator | Extract name of moderator from string |

extractNumber | extract number from string |

extractRange | Extract range from a data.frame |

extractX | Extract group by string |

findName | convert name with list |

findNames | convert a vector of names with list |

fit2alpha | Make a Cronbach alpha table |

fit2df2 | Make a data.frame for conceptDiagram |

fit2table | Make estimatesTable with a list of lm object |

fit2vif | Summarizing correlation, tolerance and variance inflation... |

fun2eq | Make equation from function |

get2ndIndirect | get2ndIndirect effect |

getArrows | Get arrows data with no |

getAspectRatio | Get aspect information of a ggplot |

getBootData | Get bootstrapped values |

getCatSlopeDf | Make data summarizing regression slopes and intercepts |

getCoef | Get coef summary table |

getEq2p | get slope and intercept with 2 points |

getHelmert | Get Helmert Coding of column j of group with length of unique... |

getInfo | Get information of a model |

getMeanSd | get mean and sd |

getNodes | Get nodes data with model no |

getRatioTable | Get coding table for dummy variables |

getRepValues | Get representative values |

getYhat | Get predicted value from object of class "lm" |

getYhat1 | Get Yhat value from simple mediation |

ggCor | Draw a heatmap of correlation test |

glbwarm | Global Warming dataset |

interactStr | make interaction equation |

jnPlot | Draw johnson_neyman plot |

label2name | Change label into name |

labels2table | Make table with labels |

makeAnovaDf | Make data summarizing ANOVA results |

makeCatEquation | Make equation for sem and lm for categorical variables |

makeCatEquation2 | Make equation for sem and lm for multiple X or multiple Y |

makeCatEquation3 | Make equation for sem and lm for multiple X or multiple Y |

makeCatModel | Make simple regression model with one categorical variable |

makeCEDf | Make data summarizing conditional effects |

makeCoefLabel | Change regression coefficient name |

makeEquation | Make mediation equations 3 |

makeEquation1 | Make mediation equations 1 |

makeEquation2 | Make mediation equations 2 |

makeEquation3 | Make mediation equations 3 |

makeIndirectEquation | Make indirect equation |

makeIndirectEquationCat | Make indirect equation for categorical variables |

makeIndirectEquationCat2 | Make indirect equation for categorical variables |

makeLabel | Make Labels |

makePPTx | make powerpoint presentation |

matrix2df | Make data.frame with matrix |

matrix2no | Calculate the dimension of matrix |

matrixPlot | Draw matrix plot |

meanCentering | Perform mean centering |

meanSummary | Make mean summary table |

meanSummaryTable | Make mean summary table |

mediationBK | Perform mediation analysis by Baron and Kenny Method |

medSummary | Summarize the mediation effects |

medSummaryTable | Make a table summarizing the mediation effects |

medSummaryTable1 | Make a table summarizing the mediation effects |

medSummaryTable2 | Make a table summarizing the mediation effects |

modelFitGuideTable | Model fit guide table |

modelFitGuideTable2 | Model fit guide table |

modelFitTable | Extract model fit measures to data.frame |

modelFitTable2 | Extract model fit measures to flextable |

modelsSummary | Make Summary for Model Coefficients |

modelsSummary2 | Make Summary for Model Coefficients |

modelsSummary2Table | Make Summary Table 2 for Model Coefficients |

modelsSummaryTable | Make Summary Table for Model Coefficients |

moderator2df | Make data.frame from a list of moderator |

moderator2pos | get position from moderator |

modmedEquation | Make moderated mediation equation |

modmedSummary | Summarize the moderated mediation |

modmedSummary2Table | make table summarizing moderated mediation effect |

modmedSummaryTable | Make a table summarizing the moderated mediation |

modSummary | Make moderation effect summary |

modSummary2 | Make table summarizing moderation effect |

modSummary2Table | Make flextable summarizing moderation effect |

modSummary3 | Summary of moderation effect |

modSummary3Table | Make flextable summarizing moderation effect |

modSummaryTable | Make flextable summarizing moderation effect |

moreModels | more models data |

multipleMediation | Make Mediation Equation with multiple X or multiple Y |

myarrow | Draw arrow |

myarrow2 | Draw arrow with adjustment of a position |

mycat | append something to file |

mycor | Perform correlation and linear regression for a data.frame |

myflatten | flatten string |

myformat | Format a numeric vector |

mylm | Correlation and Fitting linear model function for function... |

nodes | Node Data Set for drawing statistical diagram of process... |

numberSubscript | Make number subscript |

p2asterisk | Convert p values to asterisk |

p2chr | Convert p values to character |

parallelMatrix | Make bmatrix for parallel multiple mediator model |

parrows | Arrow Data Set for drawing statistical diagram of process... |

pastecolon | paste two character with colon |

pformat | Make p value format |

plotCoef | Make Slopes Plot |

plot.mediationBK | S3 method for class mediationBK |

pmacro | Data Set for process macro model |

pmacroModel | draw conceptual diagram of process macro model |

pmi | PMI: Presumed Media Influence dataset |

print.compareVIF | S3 method of class compareVIF |

print.meanSummary | S3 method of class meanSummary |

print.mediationBK | S3 method for class mediationBK |

print.medSummary | S3 method print for an object of class medSummary |

print.medSummary2 | S3 method print for an object of class medSummary2 |

print.modelSummary | S3 method print for object modelSummary |

print.modelSummary2 | S3 method print for object modelSummary2 |

print.modmedSummary | S3 method print for an object of class modmedSummary |

print.modmedSummary2 | S3 method print for an object of class modmedSummary2 |

print.modSummary | S3 method of class modSummary |

productEq | Make products of equations |

protest | Protest dataset |

qqPlot | Draw quantile-quantile plot |

r2diff | Calculate difference of R2 and adjusted R2 |

r2pptx | Make powerpoint presentation from R file |

regEquation | Make regression equation |

reliabilityTable | make reliability Table |

reliabilityTable2 | make reliability Table in flextable format |

removeParentheses | Remove parentheses |

rightPrint | Print a string in right alignment |

seekGroup | Find group with variable name |

seekGroup1 | Find group with variable name |

seekGroup2 | Find group with variable name |

seekNameVars | select names of variables from list var |

seekVar | Seek var form covariates |

separateEq | Separate equation |

setPositionNodes | Set Position of nodes |

showModels | Run process macro shiny app |

standardize | Standardize variable |

standardizeDf | standardize data |

statisticalDiagram | Draw statistical diagram |

str2vector | Make character vector from string |

str_detect2 | Extension of str_detect to list |

strGrouping | Make Grouping equation |

str_setdiff | Remove matched pattern from string |

sumEquation | summation of equations |

summary.mediationBK | S3 method for class mediationBK |

teachers | Teacher Efficacy Data |

teams | Teams data set |

theme_clean2 | Clean theme for ggCor |

treatInteraction | unfold interaction |

treatModerator | Treat moderator name with mean value |

tripleEquation | Make equation with triple interaction |

tripleInteraction | Make triple interaction equation |

unfold | Unfold equations |

vars2df | Make data.frame from a list of vars |

vif | Variance Inflation Factors Calculates variance-inflation and... |

ztable.compareMC | S3 method for class compareMC |

ztable.modelSummary | S3 method for class 'modelSummary' |

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