But in most of the rest of the world, that's not the case.

So as a result of that, demographers predict that through 2025, 75 to 85 percent of new households will not have kids in them.

Start with, Hey, let's find out some interesting facts about the world.

And there's another in joke among statisticians, and that's,

(Audience What's your demographic?)

In fact, in the last few years, there's been an explosion in research on happiness.

JH Other questions? Right here.

Well, she had a fantastic model for thinking.

It is far easier for scientists including medical researchers, to require needed collaboration in mathematics and statistics than it is for mathematicians and statisticians to find scientists able to make use of their equations.

So it's a fun little project.

Yet a bar graph can really help you understand the data.

I can't over emphasize how important this is.

Statistics textbooks, whether they're in Psychology, or Economics, or Sociology, or

A metaphor will serve here

Statistics show that the population of the world is increasing.

According to statistics, world population is on the rise.

This distinction is where most stats courses start off.

Again, statisticians really like confidence intervals.

So that's what we're going to focus on.

Or even the challenges of nation states in the modern global economy.

We know about politicians, we know about certain cult leaders, but did you know about statisticians?

These seem to be natural human aspirations.

The central limit theorem, and this is, was developed by a statisticians and is used in applied statistics to do inferentials.

One of my senior colleagues told me, when I was a youngster in this profession, rather proudly, that statisticians were people who liked figures but didn't have the personality skills to become accountants.

That's a subtle difference and a really important one and one that statisticians argue over for, day in and day out and for years.

This year, Whole Earth Catalog has a supplement that I'll preview today, called Whole Earth Discipline.

I feel and I am feeling. And when it finds one of those phrases, it grabs the full sentence up to the period and also tries to identify demographic information about the author.

(Laughter)

So statistics is all about data.

Don't panic don't panic now, I'll help you through this.

So, close to 200,000 people a day migrate from the rural to the urban areas.

And being able to tell what an outlier is, it's kind of one of those things that a statistician will say, well,

Based on what I've shown you here, I wouldn't call this a lie.

And that's indeed the case.

And it had a live feed with a 24 hour offset, so you could see the changing relationship and some demographic info coming through AT amp T's data and revealing itself.

So, we may want to enter some variables first and other variables second.

Here's the kind of questions that are becoming interesting questions for philosophers, for governing people, for economists, for scientists.

That's what I am to you?

The statistical likelihood that our plan will succeed is less than 4.3 .

This time it's about cancer testing.

In this unit, I want to show you a problem that will illustrate how deep statistics can actually be.

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