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T-Test Explained

In this video, we talk about the t-test, a statistical method used to determine if there is a significant difference between the means of two groups. We'll cover when to use it, how to calculate it, and how to interpret the results, helping you understand its application in real-world data analysis. Related Videos ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Marginal, Joint and Conditional Probabilities Explained:    • Marginal, Joint and Conditional Probabilit...   Why We Don't Use the Mean Squared Error (MSE) Loss in Classification:    • Why We Don't Use the Mean Squared Error (M...   The Bessel's Correction:    • Why We Divide by N-1 in the Sample Varianc...   Gradient Boosting with Regression Trees Explained:    • Gradient Boosting with Regression Trees Ex...   P-Values Explained:    • P-Values Explained   Kabsch-Umeyama Algorithm:    • Kabsch-Umeyama Algorithm - How to Align Po...   Eigendecomposition Explained:    • Eigendecomposition Explained   Covariance Matrix Explained:    • Covariance Matrix - Explained   Contents ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 00:00 - Intro 00:28 - Independent T-Test 04:12 - Paired T-Test 07:12 - One-sample T-Test 08:17 - T-Test Types Comparison 08:45 - Outro Follow Me ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 🐦 Twitter: @datamlistic   / datamlistic   📸 Instagram: @datamlistic   / datamlistic   📱 TikTok: @datamlistic   / datamlistic   Channel Support ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ The best way to support the channel is to share the content. ;) If you'd like to also support the channel financially, donating the price of a coffee is always warmly welcomed! (completely optional and voluntary) ► Patreon:   / datamlistic   ► Bitcoin (BTC): 3C6Pkzyb5CjAUYrJxmpCaaNPVRgRVxxyTq ► Ethereum (ETH): 0x9Ac4eB94386C3e02b96599C05B7a8C71773c9281 ► Cardano (ADA): addr1v95rfxlslfzkvd8sr3exkh7st4qmgj4ywf5zcaxgqgdyunsj5juw5 ► Tether (USDT): 0xeC261d9b2EE4B6997a6a424067af165BAA4afE1a #ttest #studenttest #pairedttest #onsesamplettest #independentttest #statistics