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The Examples section of the help file contains a clickable walk-through of binscatter's various features. This slide deck provides a thorough introduction to binscatter.

It explains:. Binned scatterplots are a non-parametric method of plotting the conditional expectation function which describes the average y-value for each x-value. To generate a binned scatterplot, binscatter groups the x-axis variable into equal-sized bins, computes the mean of the x-axis and y-axis variables within each bin, then creates a scatterplot of these data points.

By default, binscatter also plots a linear fit line using OLS, which represents the best linear approximation to the conditional expectation function. All procedures in binscatter are optimized for speed in large datasets. The following graph shows the relationship between quality of teaching in elementary or middle school and a student's earnings at age This graph is a visual representation of a multivariate regression with , observations.

Note that this is the first step of a partitioned regression. Generates fungible regression weights for reduced values of R-squared. R2 and fit indices for robust regression rreg. Compute deviance after logistic. Power analysis for logistic regression.

Program to compute poisson probabilities. Graphics Tools. Histogram with boxplot. Plot means and standard deviations for groups. Profile plots across variables for multiple groups. Other Data Analysis Tools. How can I compute power for contingency tables in Stata? Convert a multilevel model to a mixed model. How can I view different marker symbol options?

Spaghetti plots. If no geography currently exists for the region you want to map, you can make a new one. As its help file states, "spmap gives the user full control over the formatting of almost every map element, thus allowing the production of highly customized maps". When using maptile, most of these customizations are stored away in the geography template.

As a result, the syntax for making highly customized maps using maptile can be very simple. Additionally, the geography templates can be easily shared and used by others.

Maps are generated using spmap , written by Maurizio Pisati. The geography template shapefiles were made using shp2dta , written by Kevin Crow, as well as mergepoly , written by Robert Picard.

Example This map shows age-adjusted mortality rates for white Americans.



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