Скачать с ютуб The Map of Statistics в хорошем качестве

The Map of Statistics

This video aims to offer a clear and accessible introduction to the field of statistics, featuring easy-to-understand visualizations. It is specifically designed for readers without a strong mathematical background, providing them with a basic understanding of the subject matter. Having been strongly inspired by Dr. Dominic Walliman,    / @domainofscience   But if you feel this video is too difficult or too much information, there is a simple and (relatively) easier version:    • The Map of Statistics ～ A brief version   Please check it as well. ☆Map file https://drive.google.com/file/d/1NWZn... I am not an expert in mathematical statistics, so attempting to paint a comprehensive picture of statistics may seem somewhat presumptuous, but hope to provide a useful information. If you find any error or mistake, please kindly tell me with an explanation (if there is no explanation, I may not understand your claim). [1] Mean and standard deviation [2] Covariance and correlation coefficient [3] Graphs and charts [4] Statistical hypothesis testing [5] The normal distribution [6] Parametric tests [7] Non-parametric tests [8] Regression analysis: [9] Multivariate analysis [10] Counting and Probability [11] Mean, Variance and Standard Deviation [12] Conditional probability and Bayesian statistics [13] Power and sample size [14] Conducting hypothesis testing through mathematical calculations [15] Single-variable regression [16] Differentiation and Integration [17] Calculating expected values using Σ and integration [18] Moment generating function [19] Gaussian integration [20] Central Limit Theorem [21] Confidence interval [22] Effective estimation [23] Variable transformation [24] Various probability distributions [25] Linear algebra [26] Multivariate analysis and mathematics [27] Validity and testing of models in statistics [28] Bayesian inference [29] Other applications [30] Measure theory, Lebesgue integral, and more ☆Websites with Video Materials☆ ・Illustrations irasutoya：https://www.irasutoya.com/ ・Music DOVA-SYNDROME：https://dova-s.jp/