anestistouloumis Goto Github PK

bl5233

My scripts from BL5233 lectures and practicals.

cv-1

My CV built using R Markdown and the vitae package.

geeq

hdtd

Characterization of intra-individual variability using physiologically relevant measurements provides important insights into fundamental biological questions ranging from cell type identity to tumor development. For each individual, the data measurements can be written as a matrix with the different subsamples of the individual recorded in the columns and the different phenotypic units recorded in the rows. Datasets of this type are called high-dimensional transposable data. The HDTD package provides functions for conducting statistical inference for the mean relationship between the row and column variables and for the covariance structure within and between the row and column variables.

intro_to_r

Introduction to R

intror

Introduction to Statistical Computing - Spring 2014

introtor

Materials for 2018 rstudio::conf shortcourse, Introduction to R & RStudio

latexbeamer-handoutwithnotes

Create Handouts with notes from your Latexbeamer presentation

multgee

GEE solver for correlated nominal or ordinal multinomial responses using a local odds ratios parameterization.

r-ecology-lesson

:notebook: Data Carpentry R lessons on ecology.

r_package_info

Tools and information about developing and improving "good" R packages

regression-analysis

This is the course website for MSAN 601: "Linear Regression Analysis" at the University of San Francisco. Assignments, lecture notes, and open source code will all be available on this website.

rstudio_config

My personal RStudio configuration

shrinkcovmat

Provides nonparametric Steinian shrinkage estimators of the covariance matrix that are suitable in high dimensional settings, that is when the number of variables is larger than the sample size.

simcormultres

Simulates correlated multinomial responses conditional on a marginal model specification.

soccer2018

Prediction competition for FIFA World Cup 2018

spss_data

SPSS data for IRP session

statistical-learning

Lecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course

svm-r-markdown-templates

I have a suite of R Markdown templates for academic manuscripts, beamer presentations, and syllabi. I share them here.

teachingmaterial

Various teaching material