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Advait | Data Science and Other Diversions

Data Science and Other Diversions

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Data Science and Other Diversions

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1

How To Generate Any Probability Distribution | Advait

https://advaitsarkar.wordpress.com/2013/08/21/how-to-generate-any-probability-distribution

How To Generate Any Probability Distribution. August 21, 2013. In this post I’d like to briefly describe one of my favourite algorithmic techniques: inverse transform sampling. In essence, it is simply a two-step process:. Generate a random value. From the uniform distribution between 0 and 1. Where CDF is the cumulative distribution function of the probability distribution you wish to achieve. Why does this work? The desired cumulative distribution function; you are calculating. Enter your comment here.

2

The Metropolis-Hastings Algorithm: a Tutorial | Advait

https://advaitsarkar.wordpress.com/2014/03/02/the-metropolis-hastings-algorithm-tutorial

The Metropolis-Hastings Algorithm: a Tutorial. March 2, 2014. In an earlier post. I discussed how to use inverse transform sampling to generate a sequence of random numbers following an arbitrary, known probability distribution. In a nutshell, it involves drawing a number x. From the uniform distribution between 0 and 1, and returning CDF. Where CDF is the cumulative distribution function corresponding to the probability density/mass function (PDF) we desire. The solution is a. As given by the PDF. To th...

3

The 4 Drive Backup Solution for Mere Mortals | Advait

https://advaitsarkar.wordpress.com/2014/06/07/the-4-drive-backup-solution-for-mere-mortals

The 4 Drive Backup Solution for Mere Mortals. June 7, 2014. Acquire 4 external hard drives, each as large as you wish, all of roughly the same capacity. I will refer to them as A1. Drives A1 and A2 are. Drives. They contain data that you no longer keep on your primary computer, and data that you no longer expect to change. This might include photos, music, and old work. You must ensure that A1 and A2 always have the same content as each other. Drives I1 and I2 are. What you need to do. And that’s it.

4

advaitsarkar | Advait

https://advaitsarkar.wordpress.com/author/advaitsarkar

All posts by advaitsarkar. The 4 Drive Backup Solution for Mere Mortals. June 7, 2014. Acquire 4 external hard drives, each as large as you wish, all of roughly the same capacity. I will refer to them as A1. Drives A1 and A2 are. Drives. They contain data that you no longer keep on your primary computer, and data that you no longer expect to change. This might include photos, music, and old work. You must ensure that A1 and A2 always have the same content as each other. Drives I1 and I2 are. Failure, tha...

5

Why you can’t accept the null hypothesis | Advait

https://advaitsarkar.wordpress.com/2014/04/14/you-cant-accept-the-null-hypothesis

Why you can’t accept the null hypothesis. April 14, 2014. In this post I’d like to describe an issue that is almost never addressed in statistics courses, but should be, because it causes a lot of mistaken inferences. It is an issue so pervasive that I routinely. See papers published in refereed journals that make this mistake. So if you can’t bother to read through the rest of this post, there are three things you must take away. A non-significant result does not. A high statistical power does not.

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Advait | Data Science and Other Diversions

The 4 Drive Backup Solution for Mere Mortals. June 7, 2014. Acquire 4 external hard drives, each as large as you wish, all of roughly the same capacity. I will refer to them as A1. Drives A1 and A2 are. Drives. They contain data that you no longer keep on your primary computer, and data that you no longer expect to change. This might include photos, music, and old work. You must ensure that A1 and A2 always have the same content as each other. Drives I1 and I2 are. What you need to do. And that’s it.

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