7:58"Mutually Exclusive" and "Independent" Events (...are VERY different things!)
A 8-minute video from zedstatistics: “"Mutually Exclusive" and "Independent" Events (...are VERY different things!)”.
zedstatistics
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13:31ANOVA: One-way analysis of variance
A 14-minute video from zedstatistics: “ANOVA: One-way analysis of variance”.
23:19Advanced Regression - Categorical X variables and Interaction terms
A 23-minute video from zedstatistics: “Advanced Regression - Categorical X variables and Interaction terms”.
15:07Arithmetic Mean | Geometric Mean | Harmonic Mean
A 15-minute video from zedstatistics: “Arithmetic Mean | Geometric Mean | Harmonic Mean”.
14:28Basic probability: Joint, marginal and conditional probability | Independence
A 14-minute video from zedstatistics: “Basic probability: Joint, marginal and conditional probability | Independence”.
38:19Bayesian Statistics: An Introduction
A 38-minute video from zedstatistics: “Bayesian Statistics: An Introduction”.
13:34Categorical Data I: Proportions testing | Z test | Chi Squared test
A 14-minute video from zedstatistics: “Categorical Data I: Proportions testing | Z test | Chi Squared test”.
13:36Censoring and Truncation + LOADS OF EXAMPLES - [Survival Analysis 2/8]
A 14-minute video from zedstatistics: “Censoring and Truncation + LOADS OF EXAMPLES - [Survival Analysis 2/8]”.
26:09Chi-squared Goodness of Fit Test! Extensive video!
A 26-minute video from zedstatistics: “Chi-squared Goodness of Fit Test! Extensive video!”.
20:30Chi-squared Test for Independence! Extensive video!
A 20-minute video from zedstatistics: “Chi-squared Test for Independence! Extensive video!”.
10:35Degrees Of Freedom in a Chi-Squared Test
A 11-minute video from zedstatistics: “Degrees Of Freedom in a Chi-Squared Test”.
9:09Descriptive Statistics: The Mean
A 9-minute video from zedstatistics: “Descriptive Statistics: The Mean”.
9:56Descriptive Statistics: The Mode
A 10-minute video from zedstatistics: “Descriptive Statistics: The Mode”.
9:43Descriptive Statistics: The median
A 10-minute video from zedstatistics: “Descriptive Statistics: The median”.
18:16Exact test, Empirical distribution, Bootstrapping
A 18-minute video from zedstatistics: “Exact test, Empirical distribution, Bootstrapping”.
5:59Financial Returns
A 6-minute video from zedstatistics: “Financial Returns”.
18:17Hazard and Survival Functions - [Survival Analysis 5/8]
A 18-minute video from zedstatistics: “Hazard and Survival Functions - [Survival Analysis 5/8]”.
16:03Hyp testing #2: Testing for μ when σ is known.
A 16-minute video from zedstatistics: “Hyp testing #2: Testing for μ when σ is known.”.
9:38Hyp testing #3: Testing for μ when σ is unknown
A 10-minute video from zedstatistics: “Hyp testing #3: Testing for μ when σ is unknown”.
10:41Hyp testing #4: testing for the population proportion, p (or π)
A 11-minute video from zedstatistics: “Hyp testing #4: testing for the population proportion, p (or π)”.
12:42Hypothesis testing #1: Basics (no maths!)
A 13-minute video from zedstatistics: “Hypothesis testing #1: Basics (no maths!)”.
15:00Introduction to REGRESSION! | SSE, SSR, SST | R-squared | Errors (ε vs. e)
A 15-minute video from zedstatistics: “Introduction to REGRESSION! | SSE, SSR, SST | R-squared | Errors (ε vs. e)”.
12:18Introduction to Survival Analysis [1/8]
A 12-minute video from zedstatistics: “Introduction to Survival Analysis [1/8]”.
36:40Kaplan-Meier Curves and Log-rank Test - [Survival Analysis 4/8]
A 37-minute video from zedstatistics: “Kaplan-Meier Curves and Log-rank Test - [Survival Analysis 4/8]”.
22:25Life Tables - [Survival Analysis 3/8]
A 22-minute video from zedstatistics: “Life Tables - [Survival Analysis 3/8]”.
28:24Likelihood | Log likelihood | Sufficiency | Multiple parameters
A 28-minute video from zedstatistics: “Likelihood | Log likelihood | Sufficiency | Multiple parameters”.
8:53MATLAB quick intro
A 9-minute video from zedstatistics: “MATLAB quick intro”.
8:39Matrix 3x3 Inverse
A 9-minute video from zedstatistics: “Matrix 3x3 Inverse”.
42:46Maximum Likelihood Estimation (MLE) | Score equation | Information | Invariance
A 43-minute video from zedstatistics: “Maximum Likelihood Estimation (MLE) | Score equation | Information | Invariance”.
28:36Non-parametric tests - Sign test, Wilcoxon signed rank, Mann-Whitney
A 29-minute video from zedstatistics: “Non-parametric tests - Sign test, Wilcoxon signed rank, Mann-Whitney”.
19:40Population vs Sample | Sampling | Finite vs Infinite Population
A 20-minute video from zedstatistics: “Population vs Sample | Sampling | Finite vs Infinite Population”.
19:52Portfolio Diversification and Optimisation
A 20-minute video from zedstatistics: “Portfolio Diversification and Optimisation”.
16:17Probability Distribution Functions (PMF, PDF, CDF)
A 16-minute video from zedstatistics: “Probability Distribution Functions (PMF, PDF, CDF)”.
21:22REGRESSION: Non-Linear relationships & Logarithms
A 21-minute video from zedstatistics: “REGRESSION: Non-Linear relationships & Logarithms”.
9:07Range | Interquartile Range (IQR) | Box and whisker plot
A 9-minute video from zedstatistics: “Range | Interquartile Range (IQR) | Box and whisker plot”.
33:19Regression Output Explained
A 33-minute video from zedstatistics: “Regression Output Explained”.