🌲 / media_root Talks Intro to statistics

c	File Name	Size	files	dur	q	vq	aq	Vc	Ac	Fmt	Res	fps	T	Date
-	Are Two Distributions the Same？ The Chi-Squared Test in Statistics (with Python Example) [63S3FLISKMs].mp4	1194549253		1363.429297	7009	6875	128	vp9	aac	mov	3840x2160	24	mp4	2025-10-23 04:37:22
-	Bayesian Extension to Maximum Likelihood Estimation： Maximum Aposteriori Estimation (MAP) [xgfexqYxrDU].mp4	713667950		778.05424	7337	7204	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-22 17:45:22
-	Bayesian Inference： Overview [XCEpIBqKogo].mp4	1208586324		1815.846893	5324	5190	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-23 15:08:54
-	Bayesian Linear Regression [Python Example] [GiIxJ5tqGoE].mp4	776865308		1005.354376	6181	6048	128	vp9	aac	mov	3840x2160	24	mp4	2025-10-24 04:50:13
-	Bayesian Linear Regression and Maximum Likelihood Estimates [qTRgdhgmFyc].mp4	958668320		1154.751565	6641	6507	128	vp9	aac	mov	3840x2160	24	mp4	2025-10-24 04:43:23
-	Bayesian Linear Regression and Maximum a Posteriori (MAP) Estimate [wdWHbYdhfG8].mp4	758456635		916.143311	6623	6489	128	vp9	aac	mov	3840x2160	24	mp4	2025-10-23 15:17:25
-	Bayesian Updates and Conjugate Priors [GqSX-8AQL90].mp4	708074691		1057.134875	5358	5224	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-23 17:59:26
-	Bootstrapping and Monte Carlo Sampling in Statistics [wsU7YLcPXmE].mp4	895445014		1018.009252	7036	6903	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-22 15:51:52
-	Central Limit Theorem Example & Hypothesis Testing [bOrihOzYXWA].mp4	424155309		572.395102	5928	5794	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-21 16:35:35
-	Confidence Intervals [qTVdV8ITZfk].mp4	951976287		1016.639274	7491	7357	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-21 04:45:14
-	Conjugate Priors Example： Normal Distribution and the Exponential Family of Distributions [q8ypTSQotXQ].mp4	824410597		1127.769977	5848	5714	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-23 18:07:26
-	Consistency of Parameter Estimates in Statistics [27wRPAg3H28].mp4	462620409		623.966621	5931	5797	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-23 04:28:22
-	Could Tobacco be Good for you？ Two Sided Rejection Regions in Hypothesis Testing [znnim8MTl0c].mp4	657828988		739.625215	7115	6981	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-22 04:44:36
-	Density Estimation with Gaussian Mixture Models (GMM) and Empirical Priors [a1pvm1QGXYg].mp4	761702307		1095.47102	5562	5428	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-23 18:15:31
-	Error in the Method of Moments [341Ecdkfb-s].mp4	982737164		1120.757551	7014	6881	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-22 15:43:24
-	Hypothesis Testing Example： Salk Vaccine Trial [V3aYG8mLmkI].mp4	928825059		965.555374	7695	7562	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-22 04:39:23
-	Hypothesis Testing Procedure [WYifBkNg1r8].mp4	890826507		1080.30839	6596	6463	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-21 16:50:59
-	Hypothesis Testing Revisited： Normal, t, and Chi-Squared Distribution Tests [u793OrRvZBk].mp4	607691304		636.389297	7639	7505	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-23 14:54:27
-	Hypothesis Testing in Statistics [vVDahuv1bq8].mp4	1196268109		1494.018322	6405	6272	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-21 16:43:22
-	Hypothesis Testing： Type I and Type II Errors [129NuU3A7rM].mp4	575996046		605.971156	7604	7470	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-21 16:56:23
-	Introduction to Statistics and Data Analysis [QIXUTsdj_oA].mp4	1315924132		1340.720181	7852	7718	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-20 18:30:43
-	Lies, Damn Lies, and Statistics... P-Hacking [Et9pORQHR2A].mp4	1032464039		1153.010068	7163	7030	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-22 04:50:44
-	Maximum Likelihood Estimation (MLE) with Examples [rCdxlN6Ph14].mp4	1154313973		1425.728435	6477	6343	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-22 17:22:22
-	Maximum Likelihood Estimation Example： Fitting a Normal Distribution with Data [x5GOUgCTkjM].mp4	774500550		952.18068	6507	6373	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-22 17:29:44
-	Method of Moments to Fit Distributions from Data [IZk0Iq2hI3c].mp4	486096875		661.559728	5878	5744	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-22 04:55:48
-	Monte Carlo Sampling and Bootstrapping in Bayesian Inference [f1Vcc-bPfnU].mp4	721539852		1094.379683	5274	5140	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-24 04:36:45
-	Normal Approximation to Sample Mean [Arbj9SoU9Cs].mp4	945888713		1180.641814	6409	6275	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-21 04:39:01
-	Parameter Estimation and Fitting Distributions [7XVA2JRzYoE].mp4	1094307827		1452.129524	6028	5895	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-22 15:34:15
-	Population Statistics and Random Sampling [OlkL1YatyHI].mp4	1093362680		1424.938957	6138	6004	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-20 18:39:52
-	Properties of Chi-Squared and Student's t Distributions [so04ygeccwk].mp4	568185271		609.964989	7452	7318	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-23 14:59:27
-	Properties of Maximum Likelihood Estimation [QVF0oOh7s8c].mp4	706645278		839.378141	6734	6601	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-22 17:36:56
-	Random Sampling Without Replacement (Finite ＂n＂ Correction) [IDvp3pMm16k].mp4	639400092		734.725805	6962	6828	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-21 04:27:52
-	Random Sampling in Statistics： Expected Value and Variance of the Sample Mean [Gg3d-rn9eEU].mp4	902189210		966.182313	7470	7336	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-20 18:49:22
-	Sample Variance in Random Population Sampling [yNnUVHfX5yQ].mp4	563363457		697.388118	6462	6329	127	vp9	aac	mov	3840x2160	24	mp4	2025-10-21 04:31:49
-	Student's t-distribution in Statistics [kQoPUR0hQNo].mp4	738321234		998.29551	5916	5783	128	vp9	aac	mov	3840x2160	24	mp4	2025-10-23 14:48:43

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