Embedded Files
External resources
Methods4All - High quality, short videos on methods used in anthropologyÂ
Regorz Statistics - Tutorials on using the Process macro in R
Zoom access to the class
R packages needed for the course
borgworld. in the rstudio console. type:
remotes::install_github("StephenBorgatti/borgworld")
library(borgworld)Â
You should also install tidyverse and googlesheets4
Function
Description
Cut a numeric vector into k ordered groups via k-means
Center Numeric Variables in a Data Frame
Classical Multidimensional Scaling with Similarity/Dissimilarity Input
Clean data for borgworld analysis functions
Copy data fram to the clipboard
Convert a column to row names
Compare borgworld PCA with R's Native Functions
Cophenetic Correlation Coefficient
Correlation with pairwise complete obs and auto numeric selection
bcorresp: Perform Correspondence Analysis on a Rectangular Table
Create a contribution plot for bcorresp results
Extract coordinates from bcorresp results
Quick example dataset for bcorresp
Export bcorresp results to CSV files
Interpret bcorresp results with guidance
Drop rows containing only missing values
Extract Eigenvalues from Data or Correlation Matrix
Compute Euclidean distance with missing value imputation
Stata-style Factor Analysis
Short alias for breadgoogle
Display borgworld package help
Johnson's Hierarchical Clustering
Create interaction plots for moderation analysis
Compute Inter-Rater Reliability (Kappa Statistics)
Latent Dirichlet Allocation (LDA) Topic Modeling
Extract top terms from blda object
Logistic Regression with Interaction Analysis
Better Logistic Regression
Unified Interface for MDS Methods
Mean with na.rm = TRUE by default
Measures of Cluster Adequacy (MOCA)
Moderation analysis with Johnson-Neyman technique
Non-metric Multidimensional Scaling with Similarity/Dissimilarity Input
Read tabular data from system clipboard (clipr version)
Normalize Windows paths to forward slashes
Perform PCA with Social Science Conventions
Create an Enhanced Biplot from a BPCA Object
Create a Biplot with Automatic Label Spreading
Create MDS-style plot with optional clustering colors
Read Google Spreadsheet with borgworld conventions
Stata-style regression output for linear models
Calculate Factor Reliability Measures
Reshape Coder Matrices to Code Matrices
Scatterplot with optional color and regression line
Create scatterplot with regression line using ggplot2
Column SDs for numeric columns, long format These are "population sds" using the n divisor
Copy data fram to the clipboard
Standardize columns of a data frame
Sum with na.rm = TRUE by default
Summarize numeric columns
List variables and their data types
Word frequency analysis with optional grouping
Compare Multiple MDS Methods
Plot Method for MDS Comparison
Get topic assignments for new documents
Print method for bcorresp objects
Print method for beigenvalues
Print method for bhiclus objects
Print method for blda objects
Print method for bmds objects
Print method for bnmds objects
Print method for bwordcount objects
Print Method for MDS Comparison
Shepard plot for bnmds objects
Summary method for bcorresp objects
Summary method for bhiclus objects
Summary Method for Unified bmds Objects
Summary Method for MDS Comparison
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