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Boyi Guo's Projects

bayesianclinicaltrial_groupsequential icon bayesianclinicaltrial_groupsequential

Slides for a brief intro to Adaptive Clinical Trial, Group Sequential Design, and Bayesian Clinical Trial. Presented in-class UAB BST 725 Advanced Clinical Trial (with Dr. Stacey Cofield) for on 2020/03/05

bgmisc icon bgmisc

An R Package for Common Epidemiology Analyses

bham icon bham

Bayesian Hierarchical Additive Models

bhglm icon bhglm

BhGLM (Bayesian hierarchical GLMs and survival models)

class-bst_765 icon class-bst_765

Assignment projects for UAB BST 765 Advanced computation methods SP 2021, taught by Mark Beasley

eb1a icon eb1a

EB1A Full Application - I-140 and I-485

escher icon escher

R package to visualize colocalization for single cell & spatially-resolved genomics data

ggspavis icon ggspavis

Visualization functions for spatially resolved transcriptomics data

manuscript-bham icon manuscript-bham

Manuscript Repository of _Spike-and-Slab LASSO Generalized Additive Models and Scalable Algorithms for High-Dimensional Data Analysis_

manuscript-spaqc icon manuscript-spaqc

Manuscript repo for the project of novel spatially-aware quality control methods

manuscript_escher icon manuscript_escher

Manuscript Repo for *escheR: Unified multi-dimensional visualizations with Gestalt principles*(v2.0)

meanvarbias icon meanvarbias

goal: demonstrate and correct for the mean variance bias in SRT data

mote.rf icon mote.rf

Multivariate Outcome Treatment Effect Random Forest

motef-supplementary icon motef-supplementary

Supplementary Materials (Simulation, Real Data Analysis) for MOTEF Manuscript (https://github.com/boyiguo1/MOTEF_Manuscript/)

motte.rf icon motte.rf

Deprecated. Implementation of MOTE RF in R

nnsvg icon nnsvg

nnSVG: scalable method to identify spatially variable genes (SVGs) in spatially-resolved transcriptomics data based on nearest-neighbor Gaussian processes (NNGPs)

osta-book icon osta-book

"Orchestrating Spatially Resolved Transcriptomics Analysis with Bioconductor" (OSTA) online book

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