Academy / Statistics
#2 Probability Distributions: The Shapes of Data
Mar 1, 2026 · Oiyo
Learn how data is distributed and why the Normal Distribution is the most important concept in statistics.
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Academy / Statistics
#3 Hypothesis Testing: The Art of Scientific Decision
Mar 1, 2026 · Oiyo
Learn how to use data to prove or disprove claims, and understand the crucial role of the P-value.
Academy / Statistics
#4 Correlation and Regression: The Science of Relationships
Mar 1, 2026 · Oiyo
Explore how two variables relate to each other and learn the core principles of predicting one variable based on another.
Academy / Statistics
#5 ANOVA: Comparing Differences Between Multiple Groups
Mar 1, 2026 · Oiyo
Learn the principles of Analysis of Variance (ANOVA) and the concept of the F-test to statistically determine if there are differences in means among two or more groups.
Academy / Statistics
#6 Multiple Regression Analysis: Variables of a Complex World
Mar 1, 2026 · Oiyo
Analyze the complex influence of multiple independent variables on a result, rather than just a single cause. Learn about multicollinerity and the importance of variable selection.
Academy / Statistics
#7 Logistic Regression: The Statistics of 'Yes' or 'No'
Mar 1, 2026 · Oiyo
Learn the principles of Logistic Regression and the concept of the Odds Ratio, used when the outcome is categorical data like 'Pass/Fail' or 'Fraud/Normal' rather than a numerical value.
Academy / Statistics
#8 Introduction to Time Series Analysis: Hidden Patterns in Time
Mar 1, 2026 · Oiyo
Understand the characteristics of time-ordered data where sequence matters, and learn the basics of forecasting using stationarity and ARIMA models.
Academy / Statistics
#9 Introduction to Bayesian Statistics: The Process of Experience Becoming Knowledge
Mar 1, 2026 · Oiyo
Learn how prior beliefs (Prior) are updated with new information to become Posterior probabilities, exploring the core principles and practical applications of Bayes' Theorem.
Academy / Statistics
#10 Non-parametric Statistics and PCA: Data Analysis Beyond Common Sense
Mar 1, 2026 · Oiyo
Learn about non-parametric statistics, an analysis method for situations where normal distribution assumptions cannot be made, and the principles of Principal Component Analysis (PCA) for compressi...
Academy / Technical Analysis
#1 Ch1. The Language of Price
Mar 1, 2026 · Oiyo
Start your journey into technical analysis by mastering the most basic yet powerful tool: The Candlestick. Learn how individual candles represent market psychology and how to identify key reversal ...