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StatLect
Some of the beautiful images from the digital textbook
93 Pins
·
Last updated 1y
taboga001
T
Curated by
Marco Taboga
Digital Textbooks
Kindle Direct Publishing
Real Numbers
Large Numbers
Cambridge University Press
How To Apply
Let It Be
Quick Saves
Law of Large Numbers | Strong and weak, with proofs and exercises
Normal Distribution
Equations
Meant To Be
Log
Log-normal distribution | Properties and proofs
Models
Linear Regression
Standard Deviation
Ridge regression
Writing
Distributive Property
Coordinate vector
Null Hypothesis
Regression Analysis
Scientific Articles
Princeton University
Of Model
Model misspecification | Definition, consequences, examples
How To Split
Decision Tree
Learning Courses
Machine Learning
Focus On
Machine learning
Linear Transformations
Linear Function
Square Roots
Matrix
Pie Chart
Multivariate Student's t distribution: mean, covariance matrix, proofs, exercises.
Time Series
White Noise
Statistics
Covariance stationary
Programming
Conditional Probability
Reading Recommendations
Monte Carlo
Target
Chain
Markov Chain Monte Carlo (MCMC) methods | Introduction and explanation
Markov Chain Monte Carlo (MCMC) methods | Introduction and explanation
Best Proposals
Perfect Proposal
Metropolis
Metropolis Hastings algorithm | Independent and Random-Walk
Rule Of Thumb
Variance inflation factor | Computation, derivation, proofs
Scatter Plot
P Value
Open Data
Online Tools
SimpleR - Multiple regression calculator | Online regression tool
In This Moment
Log-normal distribution | Properties and proofs
93 StatLect ideas | digital textbooks, textbook, probability