Code & Curiosity Chronicles

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?

Simulate Dose Response Studies

R

Many Approaches

Cluster Analysis Refresher

code

Stats

R

Simple cluster analysis

EFSA Bayesian BMD

code

analysis

Notes and Issues on EFSA Bayesian BMD

Trend Tests

code

analysis

A topic that has been bothering me for years

PBPK and TDTK Modelling

code

analysis

Birds and Mammals

An Interesting Talk by Kerry Brown

journal

Something to think about

GEE and categorical responses

code

analysis

Try using GEE for categorical responses

Categorical Responses

code

analysis

Try the GLMcat package and drmOrdinal

Dose Finding Studies and Multiple Contrast Test

code

analysis

Understanding MCPMod

Binomial, Quasibinomial, DRC for proportions

code

stats

R

If all 3 types can model percentage data

The ToxCast Data Analysis Pipeline

code

Ecotox

R

Test out tcpl package

Risk Report and Metric

code

Stats

R

Deploy a Shiny App on AWS

code

Stats

R

Set up docker locally

dev

docker

R

Local setup on windows

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

My DSO Journey

journal

Working as a self contributor

How to deal with proxy issues

code

howto

Some hacks working in a corporate envrionment

How to generate a risk asessment report for an R Package

code

howto

Here is a collection of resources and my thoughts.

References and Reading List

code

analysis

WACOM tablet

journal

My WACOM tablet arrived today

Simulation based Power Analysis

code

howto

Here is a collection of resources and my thoughts.

Some thoughts on my work

thoughts

How to like my job

OECD Test Guidelines and Statistics

code

Stats

R

Quotes and Exceptions