In this video, we cover:
The Essentials: Uniform & Exponential Distributions.
The Gold Standard: The Normal (Gaussian) Distribution.
The Inference Powerhouses: Chi-Square, t-Distribution, and F-Distribution.
For every distribution, we break down:
-PDF & CDF: The mathematical backbone.
-Mean & Variance: The central tendency and spread.
-Probability Calculations: How to find the area under the curve for specific ranges.
-Real-World Applications: Where these models are actually used in industry and science.
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get pdf:https://www.patreon.com/posts/continuos-models-154091340
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Conitinuous Probability Models Explained ch-6-lect-6 | NatokHD