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Zhiliang Yao (zhiliang93)

zhiliang93

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Company:XTBG

Location:KunMing

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Zhiliang Yao's starred repositories

rethinking

Statistical Rethinking course and book package

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example-models

Example models for Stan

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tidybayes

Bayesian analysis + tidy data + geoms (R package)

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bayesplot

bayesplot R package for plotting Bayesian models

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Bayesian-Statistics

This repository holds slides and code for a full Bayesian statistics graduate course.

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Statistical-Methods-Seminar-Series

Repository for code shared be presenters in the EFI hosted Statistical Methods Seminar Series

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posterior

The posterior R package

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loo

loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)

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LearningBayes

An introduction to Bayesian statistics

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spatial-analysis-r

Open Educational Resource for teaching spatial data analysis and statistics with R

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plspm

R package plspm

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priorsense

priorsense: an R package for prior diagnostics and sensitivity

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gllvm

Generalized Linear Latent Variable Models

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learn-stan

A practical introduction to modeling in Stan

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bayesian

Bindings for Bayesian TidyModels

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stanecology.github.io

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Datasets-third-edition-Multilevel-book

Here you will be able yo find the different datasets mentioned in the third edition of Multilevel analysis: Techniques and applications (Hox, J. J., Moerbeek, M., & Schoot, R, 2018)

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brmsmargins

Average marginal estimates for Bayesian models fit with the brms package

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spatial_correction_lavaan

A method to alter standard errors from spatial autocorrelation using lavaan and ape

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dbmss

Distance Based Measures of Spatial Structures

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jsdmstan

R package for running jSDM models in Stan

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mapping-in-R-workshop

Mapping in R workshop demonstrating how to use R/ RStudio to work with spatial data for mapping and visualization.

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gapfraction

R functions for LiDAR metrics of canopy light transmission

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priors

general thoughts/advice on priors

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coocNotInteract

:book: Blanchet, Cazelles and Gravel (2020) DOI:10.1111/ele.13525 - Research compendium

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LM2GLMM

This is the repository for the R package I use for teaching linear models.

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nso-2022-workshop

Ordination methods for Ecology and Generalized additive models

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NEONLidarFSDPointDensity

Evaluating the sensitivity of forest structural diversity characterization to LiDAR point density

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Aalborg2022

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siplab

R package siplab - Spatial individual-plant modelling

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