Search for tag: "inf2-fds"

FDS-S2-05-1-3 Data and code management

We discuss the differing management requirements…

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From  David Sterratt February 8th, 2021 0 likes 231 plays 0  

FDS-S2-05-1-2 Notebooks versus programs

We will think about the pros and cons of…

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From  David Sterratt February 8th, 2021 0 likes 245 plays 0  

FDS-S2-05-1-1 Reproducible research

We discuss reproducible research, the motivation…

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From  David Sterratt February 8th, 2021 0 likes 275 plays 0  

FDS-S2-02-1-4 Issues in A/B testing

We discuss the issue of statistical versus…

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From  David Sterratt January 28th, 2021 0 likes 291 plays 0  

FDS-S2-02-1-3 Large sample theory of A/B testing

We work through how to apply large-sample theory…

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From  David Sterratt January 28th, 2021 0 likes 328 plays 0  

FDS-S2-02-1-2 Increasing certainty in A/B testing

We look at how to obtain more precise and…

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From  David Sterratt January 28th, 2021 0 likes 318 plays 0  

FDS-S2-02-1-1 principle of A/B testing

We explain the principle of A/B testing, and how…

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From  David Sterratt January 28th, 2021 0 likes 381 plays 0  

FDS-S2-01-2-5 Maximum likelihood estimation of logistic regression coefficients

We introduce the principle of maximum likelihood,…

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From  David Sterratt January 20th, 2021 0 likes 343 plays 0  

FDS-S2-01-2-4 The logistic regression classifier

We show how to make a logistic regression…

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From  David Sterratt January 20th, 2021 0 likes 329 plays 0  

FDS-S2-01-2-3 Multiple logistic regression and confidence and intervals

We extend logistic regression to multiple…

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From  David Sterratt January 20th, 2021 0 likes 372 plays 0  

FDS-S2-01-2-2 Interpretation of logistic regression coefficients

We look at the meaning of logistic regression…

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From  David Sterratt January 19th, 2021 0 likes 386 plays 0  

FDS-S2-01-2-1 Principle of logistic regression

We introduce the principle of logisitc…

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From  David Sterratt January 19th, 2021 0 likes 461 plays 0  

FDS-S2-01-1-4 Issues in hypothesis testing

We consider 3 issues in hypothesis testing: Type…

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From  David Sterratt January 18th, 2021 0 likes 329 plays 0  

FDS-S2-01-1-3 Goodness-of-fit

We'll extend the previous example to a…

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From  David Sterratt January 18th, 2021 0 likes 437 plays 0  

FDS-S2-01-1-2 P-values

We introduce P-values, an important but tricky…

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From  David Sterratt January 18th, 2021 0 likes 453 plays 0  

FDS-S2-01-1-1 Principle of hypothesis testing

We introduce the principle of hypothesis testing

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From  David Sterratt January 18th, 2021 0 likes 524 plays 0