My hair's still nice. My face is still nice...

All right! Yeah!

Still looking nice.

Nice landing, guys.

I'm just nice, period.

Eat this!

Python, NumPy, and R.

He took down his profile when he started dating Hot Toddy.

I used this as an example back when we were talking about histograms and descriptive statistics and I showed you this histogram.

And that is only about 4 or 5 times further away than Virgo not as rich as

But remember the wand, the infra red meter, runs a little hot.

Well think about the example.

So, this is sort of an artifactual example of moderation, but it's a nice, clean, simple way to introduce the concept.

So we see the same things. So 6.96 or.7 for the verbal memory.

Okay, now so everything's represented graphically and we have these nice labels.

We took his money and, as promised, we built a nice website.

Generally speaking, velocity dispersions tend to be higher near the center of the galaxy but, by and large they remain nearly flat by analogy with flat rotation curves of spiral galaxies.

Now, I'm going to explain what that is in just a moment, but first what I'd like to do is give you a handle on intuitively what this means.

And that is the youngest nationally certified workforce in America with our Bronx Borough President.

You should be able to create that script on your own and run it with the example data set that we provided, and you should be able to produce four histograms that look just like this.

So, the first thing you see is the correlation for verbal, verbal memory and the first test with verbal memory and the second test and you have a nice high, strong, positive correlation of 0.69, actually 0.7 if we round up.

So, again a lot of graduate students get flustered about this media tion analysis, moderation analysis and, in my opinion they make too much out of it.

So as I said, I just made up data in R. So these are simulated data.

So in this histogram we had a nice, normal distribution, but the average body temperature was actually about 100 degrees, where as if you use an oral thermometer we're used to about 98.6.

So the slopes of these relationships between the predictors and the outcome, they don't drop much from, when they are entered in by themselves as predictors.So, what we are seeing here is evidence of partial mediation, because that direct path didn't drop all the way to zero.