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StatLect

Some of the beautiful images from the digital textbook
93 Pins
·Last updated 1y
Curated by
Marco Taboga
four squares with different words on them, including the names and abbreviations for each
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
plot of the log normal distribution
Normal Distribution
Equations
Meant To Be
Log
Log-normal distribution | Properties and proofs
colorful squares with the words always standardize to achieve scale infrance
Models
Linear Regression
Standard Deviation
Ridge regression
three arrows pointing in different directions with the same number of combinations on each one side
Writing
Distributive Property
Coordinate vector
two circles with the words well - specfied model and misspecified model
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
How To Split
Decision Tree
Learning Courses
Machine Learning
Focus On
Machine learning
three circles with words that read standard, multivariate, and square root in the middle
Linear Transformations
Linear Function
Square Roots
Matrix
Pie Chart
Multivariate Student's t distribution: mean, covariance matrix, proofs, exercises.
the same color scheme is shown in this diagram
Time Series
White Noise
Statistics
Covariance stationary
a diagram showing the different types of sample samples
Programming
Conditional Probability
Reading Recommendations
Monte Carlo
Target
Chain
Markov Chain Monte Carlo (MCMC) methods | Introduction and explanation
the words play - in pringle feature of target distribution are arranged by same feature of
Markov Chain Monte Carlo (MCMC) methods | Introduction and explanation
a diagram showing the differences between probably and obsecritifying first and then x
Best Proposals
Perfect Proposal
Metropolis
Metropolis Hastings algorithm | Independent and Random-Walk
two different types of exponents are shown in the diagram, with one being an exponent
Rule Of Thumb
Variance inflation factor | Computation, derivation, proofs
an open laptop computer with a lock on the screen and padlock in front of it
Scatter Plot
P Value
Open Data
Online Tools
SimpleR - Multiple regression calculator | Online regression tool
four different types of normal and log - normal expressions on an orange square with white text
In This Moment
Log-normal distribution | Properties and proofs