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StatLect

Some of the beautiful images from the digital textbook
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93 Pins
 1y
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Digital Textbooks, The Proposition, Kindle Direct Publishing, Real Numbers, Academic Press, Theorems, Inequality, Probability, Reading
Law of Large Numbers | Strong and weak, with proofs and exercises
Normal Distribution, Exponential, Variables, Equations
Log-normal distribution | Properties and proofs
Linear Regression, Standard Deviation, Subtraction
Ridge regression
Matrices Algebra, Distributive Property, Vector Can, Polynomials, Argument, Coordinates, Writing
Coordinate vector
Null Hypothesis, Genetics Traits, Regression Analysis, Standard Error, Scientific Articles
Model misspecification | Definition, consequences, examples
Linear Transformations, Linear Function, Degrees Of Freedom, Square Roots, Meant To Be
Multivariate Student's t distribution: mean, covariance matrix, proofs, exercises.
Marco TabogaM
Marco Taboga
Time Series, White Noise, Synonym, Glossary, Analysis
Covariance stationary
Monte Carlo Method, Conditional Probability, Target, All Block
Markov Chain Monte Carlo (MCMC) methods | Introduction and explanation
Jargon, Summarize
Markov Chain Monte Carlo (MCMC) methods | Introduction and explanation
Uniform Distribution, Integers, Best Proposals, Perfect Proposal
Metropolis Hastings algorithm | Independent and Random-Walk
Metropolis
Metropolis Hastings algorithm | Independent and Random-Walk
Rule Of Thumb, Denominator
Variance inflation factor | Computation, derivation, proofs
Global Statistics, Different Values, Scatter Plot, P Value
SimpleR - Multiple regression calculator | Online regression tool
Log-normal distribution | Properties and proofs
Log-normal distribution | Properties and proofs