This is about tough policing, equal policing.

There's also predictive.

Policing doesn't scale globally.

And I redefined policing concepts in India.

But it's not just about policing government.

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Is, a difference in predictive validity.

So I think, conceivably, those could be predictive.

So the question is, what happens to the predictive validity or the, the predictive value of X after you add in the mediator.

We are policing the world, and how are we doing that?

In fact, very prescient on your part. That's a very predictive question.

So the policing layer around the problem becomes the real threat of the act.

I'm going to take you on two journeys, my policing journey and my prison journey.

We're going to be predictive we're going to know what you're likely to have.

But I joined the Indian Police Service, and then it was a new pattern of policing.

For me the policing stood for power to correct, power to prevent and power to detect.

In a shocking incident of moral policing... hoodlums viciously attacked girls who were at a pub...

And for the problems we discuss in this course we'll get extremely accurate predictive power.

He's the viceroy. He has to decide on tax policy, on currency, on border patrol, on policing.

And policing copyright violations for children's birthday cakes was such a hassle that the College Bakery said,

This is something like a new definition ever given in policing in India the power to prevent.

Egyptians' priorities for this government are identical, and they are jobs, stability and education, not moral policing.

And with computation and algorithms and predictive models, we will be able to see the future.

When that happens, it is a trend which is set to overwhelm our policing capacity in the West.

We do the same thing with the price of policing the Persian Gulf and keeping the shipping lanes open.

And scientific theory means quantifiable relying on underlying generic principles that can be made into a predictive framework.

Now describe to me the predictive Gaussian and give me the new mu and the new sigma square.

That is if the test is predictive of how well the officers do on the job, or how well the soldier does in officer training, if it's predictive for one group but not for the other, then we see evidence of bias.

It can be predictive from some constant plus some predictor variable x times the regression coefficient for x plus error.

If its homo scadastic then those distances are not a function of X, they are not related to the predictive variable.

The best method we have right now is to use a predictive controller, which is we have a model of the car.

And then you do this full model and the question is what happens to the predictive validity, or the predictive value of X after adding in M. So to get full mediation, what we'd like to see, is first in these two, the first two simple regression equations.

Because what that question assumes is that our external world is predictive of our happiness levels, when in reality, if I know everything about your external world,

Today they're developing analytical tools to do predictive modeling so that before you pick up the phone, you can guess or predict what this phone call is about.

The technologies that are coming, high performance computing, analytics, big data that everyone's talking about, will allow us to build predictive models for each of us as individual patients.

One of the problems, when you get too much chatter, it's hard to process all the packets, so you have to prioritize, and that's where the predictive model helps you.

This is something you repeat again and again until your hypothesis becomes consistent with all observations and has so much predictive power that it becomes what one calls a theory.

And this is a ceremony I actually attended in 2009 where the Internet Society of China presented awards to the top 20 Chinese companies that are best at exercising self discipline i.e. policing their content.

Being able to tell the gender of a shark is very important for things like policing the trade in basking shark and other species through the sightings, because it is illegal to trade in these sharks.

And we will actually try to get to the point where we have a predictive model where we can understand, when cancer happens, what's actually happening in there and which treatment will treat that cancer.

So practicing throwing things has been shown to stimulate the frontal and parietal lobes, which have to do with visual acuity, 3D understanding, and structural problem solving, so it helps develop their visualization skills and their predictive ability.

We'll be able to establish a lot of performance guarantees for fundamental algorithms but at the same time we'll have good predictive power what the theory advocates will in fact be algorithms that are known to be best in practice.

You can run multiple predictive models one with a blown tire and one without a blown tire and then when the one with the blown tire comes along, then this model all of a sudden becomes the more plausible to explain what's happening.

In a theory you repeat the process of refining the hypothesis through prediction, experiment, observation or creating new hypothesis again going through the circle again and again and again until your hypothesis becomes a theory that is a predictive and comprehensive description of some aspect of reality.

And there are a couple of these that have strong predictive relationships, one of which is education, where you see the states with the fewest years of schooling per adult are in red, and you see this part of the country, the kind of Appalachians region, is less educated.