How Long to Read Online Controlled Experiment Design

How Long Does it Take to Read Online Controlled Experiment Design?

It takes the average reader 1 hour and 8 minutes to read Online Controlled Experiment Design by Liang Dai

Assuming a reading speed of 250 words per minute. Learn more

Description

Online experiment is widely used in online advertising, web development to compare effects, e.g. click through rate, conversion rate, of different versions. Among all the designs, A/B testing is the most popular one. It randomly segments users into two groups with equal probability and shows them different versions. This method is easy to implement. However the shortcoming is also obvious: to measure both versions it cannot expose all users to the best version, which leads to potential loss of rewards, e.g. clicks and conversions. Though this loss is inevitable in experiment, it can be reduced somehow. Reducing the loss is essentially equivalent to maximizing cumulative reward, which is also the goal of typical multi-armed bandit problem. Thus, multi-armed bandit algorithms are proposed to reduce potential loss in experiment. Compared with A/B testing, multi-armed bandit algorithms produce more cumulative reward during experiment. However, they suffer from high statistical uncertainty: e.g. they need more users than A/B testing to reach particular statistical significance level.

How long is Online Controlled Experiment Design?

Online Controlled Experiment Design by Liang Dai is 67 pages long, and a total of 17,219 words.

This makes it 23% the length of the average book. It also has 21% more words than the average book.

How Long Does it Take to Read Online Controlled Experiment Design Aloud?

The average oral reading speed is 183 words per minute. This means it takes 1 hour and 34 minutes to read Online Controlled Experiment Design aloud.

What Reading Level is Online Controlled Experiment Design?

Online Controlled Experiment Design is suitable for students ages 8 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Online Controlled Experiment Design?

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