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analysis (1)

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Statistical Methods

Method-focused posts, model discussions, and statistical notes.

Poisson, Overdispersion, Hampel

code

python

Confusions

Preparing A Gental Intro to GLMM

code

R

Audience are ecotoxicologists

Assumptions in Nonparametric Tests

stats

python

A Cautionary Note

Mistakes in plain sight

stats

R

Mixed models and power

Wan Paper Reading

code

stats

R

Understanding publication bias?

A Refresher on Clustering Analysis – Part II

stats

Reproduce

GEE and categorical responses

code

analysis

Try using GEE for categorical responses

Binomial, Quasibinomial, DRC for proportions

code

stats

R

If all 3 types can model percentage data

Hessian and Likelihood

code

stats

R

A discussion on confidence intervals

Pseudo \(R^2\)

code

stats

R

A discussion on confidence intervals

Check overdispersion

code

stats

R

binomial and poisson overdispersion checks

Test of Independence

R

Quantal data and trend tests

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