General

Lyric copyright by Matthew Finkelman
may sing to the tune of "I Got You Babe" (Sonny Bono and Cher)

They say that your assumptions are strong.
You have your critics, but I know you can't be wrong.
Well I don't know if your prior is true
but you got me, and Bayes-ie I got you.

Bayes, I got you Bayes, I got you Bayes . . .

Minimize average risk.
I can't stand frequentists.
When the prior's bad it might let you down,
But do not get scared Persi's always around.

You're so easy to learn, you're so easy to see
Unless you're taught from chapter 4 TPE
We'll never forget you, never at all,
at least until after we finish the quals.

Lyric copyright by Armin Schwartzman and Matthew Finkelman
may sing to the tune of "Obla Di Obla Da (John Lennon, Paul McCartney)

What proof is he doing on the board today?
All I know is I don't understand.
I can't read his writing, but what can I say?
I'm much too timid and I'll never raise my hand.

x-y-z, theta-pi, class goes on, brah!
La-la-la-la, class goes on

In a couple of years they have built a theory, nice theory
with a couple of kids running in the back
the grad students doing the work.

Happy is the master that we call the prof.
Long live my superior advisor
I can't understand him, but I do my job
I'm much too timid and I'll never say a word

x-y-z, theta-pi grad school rocks, brah!
La-la-la-la, grad school rocks!

And if you want some fun, take x-y-z-mu-pi

Lyric copyright by Giles Hooker
may sing to the tune of "American Pie" (Don McLean)

Long long time ago,
Ingram can still remember when
ANOVA used to be the thing.
Small samples were all that we had
And of the Normal we were glad
And we all said R.A. Fisher was our kin
But my data would never fit,
No matter how I transformed it.
Significance was too low;
I did not know where to go.
My referees all called it "crap",
When a thought hit me with a slap:
"You should try out the bootstrap."
That's how I got published.

CHORUS (slow):
My, my, this assumptions a lie,
But if we bootstrap we can use it and the paper will fly.
We'll resample and kiss the normal goodbye
Singing "Theory is too hard for this guy".

Well Tukey in the olden days
Used to sing the Jack-knife's praise
'Though no-one knew exactly what it did.
Mann and Whitney and Signed Ranks
Received our non-parametric thanks
When non-normality could not be hid.
But if the data was over-dispersed
And transforms seemed to make it worse:
The Chi-squared wouldn't work
The doctors went berserk!
But Brad told us to resample,
A few hundred times should be ample;
Use the histogram empirical
We'll call that the bootstrap.

CHORUS

Do you know that our confidence
Can be put in places that make sense
Even when the distribution is unknown?
Do you have processing power
To run this scheme within an hour
And find a result that's not yet been shown?
Any applied statistician
Will almost always say "I can!"
What ever task you bring
"We'll bootstrap anything."
A distribution we can plot
For any statistic you've got;
You've stepped into the perfect shop
Here's the best thing on the lot.

CHORUS

Twenty-five long years have come and gone
Since Efron's idea came along
And now you see it everywhere.
With computers now so very fast
Simulation is a blast
And for all that theory we don't really care.
Though Donoho still rails away
At the lack of rigor found today;
Models are complicated,
Distributions are not stated.
And though there is no guarantee
That the truth is what we'll see,
When consulting comes to me
I'll still say "Let's bootstrap".

CHORUS (x2: soft then fast)

Lyric copyright by Robert Carver
may sing to the tune of "They Can't Take That Away from Me" (George and Ira Gershwin)

There are many many crazy things
That will keep me loving you
And with your permission
May I list a few:

The way to fit Y-hat
The way to test with t
The memory of all that
No, they can't take stat away from me.

Oh, center, shape and spread
The look of symmetry
It's all within my head!
No, they can't take stat away from me

I may never, never build another model that I love
But I'll always, always know the meaning of

The bootstrap and jackknife,
Joint probability,
The way it changed my life!
No, they can't take stat away from me.
No, they can't take stat away from me.