Home
About
Blog
Notes
Books
Thoughts
Contents
Probability and Statistical Inference
Preface
Probability
Discrete Distributions
Continuous Distributions
Random Variables of the Continuous Type
The Exponential, Gamma, and Chi-Squared Distributions
The Normal Distribution
Bivariate Distributions
Bivariate Distributions of the Discrete Type
The Correlation Coefficient
Conditional Distributions
Bivariate Distributions of the Continuous Type
The Bivariate Normal Distribution
Distributions of Functions of Random Variables
Functions of One Random Variable
Transformation of Two Random Variables
Several Random Variables
The Moment-Generating Function Technique
Random Functions Associated with the Normal Distributions
The Central Limit Theorem
Approximations for Discrete Distributions
References
Index
Books
/
Probability and Statistical Inference
Index
B
beta distribution
Transformation of Two Random Variables
beta function
Transformation of Two Random Variables
bivariate normal distribution
The Bivariate Normal Distribution
Box-Muller transformation
Transformation of Two Random Variables
C
Cauchy distribution
Functions of One Random Variable
change of variable technique
Functions of One Random Variable
chi-squared distribution
The Exponential, Gamma, and Chi-Squared Distributions
conditional mean
Conditional Distributions
conditional probability mass function
Conditional Distributions
conditional variance
Conditional Distributions
continuity correction
Approximations for Discrete Distributions
correlation coefficient
discrete bivariate distribution
The Correlation Coefficient
covariance
discrete bivariate distribution
The Correlation Coefficient
critical value
standard normal
The Normal Distribution
cumulative distribution function
Random Variables of the Continuous Type
D
dependent random variables
Bivariate Distributions of the Discrete Type
distribution function
Random Variables of the Continuous Type
distribution function technique
Functions of One Random Variable
E
expected value
Random Variables of the Continuous Type
exponential distribution
The Exponential, Gamma, and Chi-Squared Distributions
G
gamma distribution
The Exponential, Gamma, and Chi-Squared Distributions
gamma function
The Exponential, Gamma, and Chi-Squared Distributions
I
independent random variables
Bivariate Distributions of the Discrete Type
continuous type
Bivariate Distributions of the Continuous Type
J
joint probability density function
Bivariate Distributions of the Continuous Type
joint probability mass function
Bivariate Distributions of the Discrete Type
L
lognormal distribution
The Normal Distribution
M
marginal probability density function
Bivariate Distributions of the Continuous Type
marginal probability mass function
Bivariate Distributions of the Discrete Type
mathematical expectation
discrete bivariate distribution
Bivariate Distributions of the Discrete Type
mean
Random Variables of the Continuous Type
moment-generating function
Random Variables of the Continuous Type
multinomial coefficient
Bivariate Distributions of the Discrete Type
N
normal distribution
The Normal Distribution
P
percentile
Random Variables of the Continuous Type
probability density function
Random Variables of the Continuous Type
probability histogram
Approximations for Discrete Distributions
Q
quantile
Random Variables of the Continuous Type
R
random sample
Several Random Variables
S
standard normal distribution
The Normal Distribution
standard score
The Normal Distribution
T
trinomial distribution
Bivariate Distributions of the Discrete Type
U
uniform distribution
Random Variables of the Continuous Type
V
variance
Random Variables of the Continuous Type
#
𝐹-distribution
Transformation of Two Random Variables
𝑡-distribution
Random Functions Associated with the Normal Distributions
Previous
References