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User:Junedu/Books/Math&Stat Manual

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Math&Stat Manual

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Basic Math
Trigonometric functions
Taylor series
Mathematical Probability
Distributions
Uniform distribution (continuous)
Binomial distribution
Poisson distribution
Exponential distribution
Gamma distribution
Normal distribution
Student's t-distribution
Order statistic
Basic
Statistical hypothesis testing
Type I and type II errors
Statistical power
Characteristic function (probability theory)
Chebyshev's inequality
Convergence of random variables
Probability Theory
Fatou's lemma
Law of large numbers
Lindeberg's condition
Central limit theorem
Lyapunov's central limit theorem
Nonparametric
Statistical Inference
Design of experiments
Randomized block design
Linear Model