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13: Statistics of A/B Testing

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Manage episode 243278347 series 2550866
内容由Sanket Gupta提供。所有播客内容(包括剧集、图形和播客描述)均由 Sanket Gupta 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

You and your team might spend a lot of time building a new feature. But how do you know if this feature will be liked by the users? One of the ways to statistically prove this is by using A/B testing. Listen to this episode to get tips, tricks and intuition behind hypothesis testing, alpha, beta, p-values, two-sample t-tests and more.

These understandings have been learnt from experiences deploying A/B tests in the field, and talking to experts.

These ideas are typically not covered in traditional A/B testing texts which tend to focus a lot on math without the intuition, and that's why I really wanted to cover it in this podcast episode. Thanks for listening! I'd really appreciate your support for this podcast. Follow the link below.

--- Send in a voice message: https://podcasters.spotify.com/pod/show/the-data-life-podcast/message Support this podcast: https://podcasters.spotify.com/pod/show/the-data-life-podcast/support
  continue reading

27集单集

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Manage episode 243278347 series 2550866
内容由Sanket Gupta提供。所有播客内容(包括剧集、图形和播客描述)均由 Sanket Gupta 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

You and your team might spend a lot of time building a new feature. But how do you know if this feature will be liked by the users? One of the ways to statistically prove this is by using A/B testing. Listen to this episode to get tips, tricks and intuition behind hypothesis testing, alpha, beta, p-values, two-sample t-tests and more.

These understandings have been learnt from experiences deploying A/B tests in the field, and talking to experts.

These ideas are typically not covered in traditional A/B testing texts which tend to focus a lot on math without the intuition, and that's why I really wanted to cover it in this podcast episode. Thanks for listening! I'd really appreciate your support for this podcast. Follow the link below.

--- Send in a voice message: https://podcasters.spotify.com/pod/show/the-data-life-podcast/message Support this podcast: https://podcasters.spotify.com/pod/show/the-data-life-podcast/support
  continue reading

27集单集

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