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The Science of Everything Podcast

Episode 79: Basic Concepts in Statistics

The Science of Everything Podcast

James Fodor

Social Sciences, Natural Sciences, Science

4.8819 Ratings

🗓️ 22 January 2017

⏱️ 64 minutes

🧾️ Download transcript

Summary

A concise introduction to key concepts of statistics, explained in as clear a manner as possible. Includes a discussion of key concepts of probability, types of statistical data, sampling methods, the difference between descriptive and inferential statistics, statistical significance, and p-values. I conclude with a brief look at three common statistical tests; the chi-square test, t-test, and linear regression.

Transcript

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0:00.0

Oh, wow, oh, oh, wow, oh, wow, oh, oh, man.

0:15.0

Oh, my.

0:16.0

And so, you're listening to the Science of Everything podcast, episode 79,

0:39.6

key concepts in statistics.

0:41.4

I'm your host, James Fodor.

0:48.6

So in this episode, we're going to look at some of the key conceptual ideas in the discipline of statistics.

0:55.7

Needless to say, since this is an audio-only podcast, there's not going to be any explicit mathematical formula here. I mean, it is essentially mathematics, but a lot of mathematics can be described

1:00.7

conceptually, even if the calculations can't be performed. But what I'm interested in for this

1:06.7

show is to explain the concepts of statistics in a way that's hopefully fairly clear and

1:12.8

straightforward. So statistics is the concept or the study relating to the collection

1:19.3

analysis and interpretation of data. There are many different types of data and we'll

1:25.4

talk a little bit about some of those differences shortly.

1:29.3

But the basic purpose of statistics is to take numbers, so data, information of some form that we've gathered in some way,

1:36.3

and use that to produce useful information that we can utilize for some particular purpose, to make a decision to increase our knowledge about something.

1:47.0

Because data is not the same as knowledge. Data is just numbers, we have to put, or categories, we have to put it into a form that is useful and allows to extract knowledge from the data.

2:00.0

That's essentially what statistics is about,

2:01.6

loosely speaking. Now, statistics is in use everywhere. Wherever you look, there's statistics.

2:07.9

Science, natural and social sciences in business, government, medicine, engineering, advertising,

2:13.7

and the military, wherever you go there is statistics, whether you're aware of it or not.

2:18.8

So it's useful to have at least some understanding of the key concepts in statistics.

2:23.8

Statistics are increasingly finding application even in things like law,

2:27.6

law, elections, campaign promises and things like that.

...

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