SigmaAnalytics & Tech

Every module we teach, and exactly what is in it

Research statistics taught the way they are actually used — the assumption that chooses the test, the SPSS path in full, and the sentence that reports it.

44

modules planned

25

available now

23h 20m

of learning time

B · Data preparation in SPSS

B1Available

The SPSS workspace

SPSS looks like one program. It is really four windows that pass work to each other, and each one saves a different kind of file.

~25 minSlidesDatasetSPSS
B2Available

Codebook and data entry

The order is the content of this module. Every step is cheap while the ones after it have not happened yet, and expensive once they have.

~30 minSlidesDatasetSPSS
B3Available

Getting data in: Excel, Forms, Kobo, REDCap

Every import produces a working file, not a finished one. Keeping them separate is what lets you answer “where did this number come from?” a year later.

~25 minSlidesDatasetSPSS
B4Available

Cleaning data you did not collect

Duplicates come first because a duplicated case multiplies every other problem it carries. Outliers come last because you cannot judge an extreme value until the impossible ones are gone.

~35 minSlidesDatasetSPSS
B5Available

Missing data

You cannot choose a method before you have a view about the mechanism. Almost every bad decision about missing data is question 3 answered without question 2.

~30 minSlidesDatasetSPSS
B6Available

Transform: recode, compute, score

Every transformation in SPSS is one of these four, and every one of them writes to a new variable and leaves the original alone.

~35 minSlidesDatasetSPSS
B7Available

Restructure: select, split, merge, long/wide

Every operation in this module answers one of those two questions. The first three are reversible and persistent; the last three change the file itself.

~30 minSlidesDatasetSPSS
B8Available

Syntax, and why you should never click twice

This is the whole of Track B, in the order the modules taught it, as five sections of one text file you can re-run from nothing.

~30 minSlidesDatasetSPSS

How it is sold

Take one module, a track, or the whole thing

Every module can be bought on its own if you only need one test. Most people take a programme — a named bundle that covers a whole job of work — and the modules you have already finished carry across if you upgrade later.

See the programmes