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Statistics and Probability (Variables (Conditional (Expected Values,…
Statistics and Probability
Probability of Events
Counting Technique
Permutations
Combinations
Binomial Theorem
Binomial Distribution
Types of Events
Independent
Dependent
Mutually Exclusive
Data Analysis
Measure of Central Tendency
Mean
Median
Law of Large Numbers
Central Limit Theory
Measure of Spread
Mean Absolute Standard Deviation
Mean Squared Standard Deviation
Variance
Types of Distribution
Uniform
Normal
Binomial
Bernouli
Geometric
Variables
Covariance of Bivariate Random Variables
Independence of Random Variables
Variance of Linear Combination
Correlation
Independence
Conditional
Expected Values
Variance
Hypothesis Testing
Null Hypothesis
Alternative Hypothesis
P-Value
Z-Score
T-test
Significance