How do I use xtline in Stata?

How do I use xtline in Stata?

Xtline is a command in Stata, a statistical software, that allows you to create line graphs for panel or longitudinal data. It is commonly used to visualize changes over time for multiple groups or individuals. To use xtline, you need to specify the variables for the x-axis (time) and y-axis (outcome), as well as the variable for the panel identifier (group or individual). Additional options can be used to customize the graph, such as adding confidence intervals or markers for specific points. Overall, xtline is a useful tool for analyzing and presenting longitudinal data in Stata.

How do I use xtline in Stata? | Stata FAQ

The xtline command allows you to generate linear plots for panel data.
We will show a number of examples from a data file which contains a measurement
of alcohol use, alcuse, taken at ages 14, 15 and 16 for 82 children
(identified by the variable id). We use Stata graph scheme s2mono, which
produces plots in grayscale, because publications often require monochromatic plots.

First, we read in the data file.

use https://stats.idre.ucla.edu/stat/stata/examples/alda/data/alcohol1_pp, clear

This first example shows a line connecting the three time points broken down
by id (one plot per child). We indicate that our time variable is age with t(age) and our
panel variable is id with i(id). The outcome that we wish to examine,
alcohol use, will appear on the vertical axis. The time variable we specify will
appear on the horizontal axis. A separate plot will be created for each
different id value.

xtline alcuse if id < 10, t(age) i(id) scheme(s2mono)

This example generates plots for the first 9 children’s observations in the file
(id < 10).

Image xtline1

Suppose we are interested in seeing all of the above lines in one plot.  To do this, we add overlay to our command.

xtline alcuse if id < 10, overlay t(age) i(id) legend(off) scheme(s2mono)
Image xtline2

We can also plot fitted lines using the xtline command. In the next
example, we regress alcuse on age interacted with id. The
predicted values from this regression can then be plotted.

quietly regress alcuse i.id##c.age if id < 10
predict p
xtline p if id < 10, overlay t(age) i(id) legend(off) scheme(s2mono)
Image xtline3

 

Cite this article

stats writer (2024). How do I use xtline in Stata?. PSYCHOLOGICAL SCALES. Retrieved from https://scales.arabpsychology.com/stats/how-do-i-use-xtline-in-stata/

stats writer. "How do I use xtline in Stata?." PSYCHOLOGICAL SCALES, 1 Jul. 2024, https://scales.arabpsychology.com/stats/how-do-i-use-xtline-in-stata/.

stats writer. "How do I use xtline in Stata?." PSYCHOLOGICAL SCALES, 2024. https://scales.arabpsychology.com/stats/how-do-i-use-xtline-in-stata/.

stats writer (2024) 'How do I use xtline in Stata?', PSYCHOLOGICAL SCALES. Available at: https://scales.arabpsychology.com/stats/how-do-i-use-xtline-in-stata/.

[1] stats writer, "How do I use xtline in Stata?," PSYCHOLOGICAL SCALES, vol. X, no. Y, ص Z-Z, July, 2024.

stats writer. How do I use xtline in Stata?. PSYCHOLOGICAL SCALES. 2024;vol(issue):pages.

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