YoVDO

Statistics in One Minute

Offered By: YouTube

Tags

Statistics & Probability Courses Probability Courses Measures of Central Tendency Courses Correlation Coefficients Courses Covariance Courses

Course Description

Overview

Dive into a comprehensive 30-minute video series that breaks down essential statistical concepts in bite-sized, one-minute segments. Learn about probabilities, measures of central tendency, standard deviation, weighted averages, sample sizes, statistical significance, and more. Explore financial concepts like ROI, profit margins, and earnings per share. Understand research methodologies, study types, and common statistical biases. Gain insights into economic principles, including interest rates and central banking limits. Perfect for students, professionals, and anyone looking to quickly grasp key statistical and financial ideas.

Syllabus

Probabilities Explained in One Minute - Probability Definition, Formula and Misconceptions.
The Mean (aka Average) and the Median Defined, Calculated/Explained and Compared in One Minute.
The Standard Deviation (and Variance) Explained in One Minute: From Concept to Definition & Formulas.
The Weighted Average (AKA Weighted Arithmetic Mean) in One Minute: Definition + Explanation.
The Sample Size Explained in One Minute: From Definition to Examples and Research Tips.
Statistical Significance, the Null Hypothesis and P-Values Defined & Explained in One Minute.
Net vs. Gross (Income, Pay/Salary, etc.) in One Minute: Definition/Difference, Explanation, Examples.
Percentiles (Centiles, Percentile Rank), Deciles and Quartiles Defined & Explained in One Minute.
Statistical Adjustment (Seasonal/Inflation Adjustment and More) Defined & Explained in One Minute.
Odds vs. Probability: Definition, Explanation, Calculation, Examples and Comparison in One Minute.
The Return On Investment (ROI) in One Minute: Definition, Explanation, Examples, Formula/Calculation.
The Scientific Method in One Minute: Definition, Explanation, Steps and Examples in Research/Science.
Study Types: Descriptive (Surveys) & Analytic (Randomized Controlled Trials, Observational Studies).
Understanding the Mode and Range in One Minute: Definition, Explanation and Examples.
The Bell Curve (Normal/Gaussian Distribution) Explained in One Minute: From Definition to Examples.
Regression Toward the Mean (AKA Return to Average/Normal): Definition, Explanation and Examples.
Fixed/Variable/Total Costs and the Marginal Cost of Production Defined & Explained in One Minute.
The Covariance Explained in One Minute: Definition, Formula and Examples.
The Stock to Flow Ratio Explained in One Minute: From Gold/Silver... to Bitcoin/Crypocurrencies?.
The (Pearson) Correlation Coefficient Explained in One Minute: From Definition to Formula + Examples.
Revenue vs. Gross Income/Profit/Earnings vs. Net Income/Profit/Earnings (Bottom Line) in One Minute.
Profit Margins Explained in One Minute: From Definition/Meaning to Formulas and Examples.
The Risk to Reward Ratio Explained in One Minute: From Definition and "Formula" to Examples.
The Risk and Probability of Ruin (When Investing/Trading) Explained in One Minute.
The Earnings Per Share (EPS) & Price-to-Earnings Ratio (P/E Ratio): Definitions. Formulas. Examples..
The Earnings Per Share (EPS) & Price-to-Earnings Ratio (P/E Ratio): Definitions. Formulas. Examples..
The Book Value and Price-to-Book Ratio (P/B Ratio) Explained: From Definition to Formulas & Examples.
The Book Value and Price-to-Book Ratio (P/B Ratio) Explained: From Definition to Formulas & Examples.
Volatility Explained in One Minute: From Definition/Meaning & Examples to the Volatility Index (VIX).
Correlation Does Not Imply Causation: A One Minute Perspective on Correlation vs. Causation.
Survivorship Bias Explained in One Minute: From Definition/Meaning to Examples (Finance and Trading).
The Alpha (Edge, Excess Return, Abnormal Rate of Return) of Investors/Traders Explained (One Minute).
Linear (Arithmetic) and Logarithmic (Exponential Growth) Scales/Charting Explained in One Minute.
How Low Can Interest Rates Go? A One Minute Perspective on "Modern-Day" Central Banking Limits.


Taught by

One Minute Economics

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