113 Math
- 113 Math
- 113.010 Math - How to read math notation
- 113.020 Math - Statistics
- 113.020.010 Statistics - Regression
- 113.020.010.10 Regression - Regression Models
- 113.020.010.10.10 Regression models - Poisson distribution
- 113.020.010.10.20 Regression models - Exponential Distribution
- 113.020.010.10.30 Regression models - Diff between Expo vs Weibull vs Cox
- 113.020.020 Statistics - Survival Analysis
- 113.020.020.10 Survival analysis - Time and Event
- 113.020.020.20 Survival analysis - Basic math
- 113.020.020.30 Survival analysis - Pros and cons
- 113.020.020.40 Survival analysis - Kaplan-Meier Model
- 113.020.020.40.10 Kaplan-Meier model - Log Rank Test
- 113.020.020.50 Survival Analysis - Proportional Hazards PH
- 113.020.020.50.10 Proportional Hazards - Mathematical desc of Cox PH
- 113.020.030 Statistics - Bayes Theorem
- 113.020.040 Statistics - Binomial Distribution
- 113.020.050 Statistics - BTYD models
- 113.020.050.10 BTYD - BGBB
- 113.020.050.20 BTYD - BG NBD
- 113.020.050.30 BTYD - Pareto NBD
- 113.021 Logarithms
- 113.021.01 Logarithms - relationship to powers and squares
- 113.021.02 Logarithms - e
- 113.022 Statistics - Average, Mean, Mode, Dispersion, Range
- 113.023 Statistics - Variance, Standard Deviation
- 113.024 Statistics - Judging outliers in a dataset
- 113.025 Statistics - Normal distribution
- 113.026 Statistics - Z-curve
- 113.027 Math - Area of a triangle and trapezoid
- 113.028 Statistics - Empirical Rule
- 113.029 Statistics - Cumulative Distribution Function
- 113.030 Statistics - Correlation and correlation coefficient
- 113.031 Statistics - Linear Regression
- 113.032 Statistics - Linear Regression Least Squares method
- 113.033 Statistics - Residuals
- 113.034 Statistics - Coefficient of determination and Squared error
- 113.035 Statistics - Standard deviation of residuals
- 113.036 Statistics - Expected Value
- 113.036.01 Expected Value - example using insurance purchase decision
- 113.036.02 Expected Value - example for concert promoter and weather
- 113.036.03 Expected Value - example for workouts in a week
- 113.038 Statistics - Probability
- 113.038.01 Probability - Addition rule of probability
- 113.038.02 Probability - Monty Hall probability problem
- 113.038.03 Probability - Gamblers Fallacy
- 113.038.04 Probability - Probability of multiple independent events
- 113.038.05 Probability - Probability involving at least one success
- 113.038.06 Probability - Dependent probability
- 113.038.07 Probability - Independent probability Independent events
- 113.038.08 Probability - General multiplication rule
- 113.038.09 Probability - Total probability rule for expected value
- 113.038.10 Probability - Bayes Theorem