## Recently Published

##### MMRM from lme4 contrast

how to get contrast difference from lme4 because fit_mmrm() has default interaction.

##### dataexplore

extra data explore with dataxray package

##### Line plot with table

Line plot with table under xaxis

##### AE plot with auto batch loop for each subject ID

AE plot with auto batch loop for each subject ID

##### CDC line plot

CDC line plot with dynamic position of label for each line

##### watermark

different adjustment of watermarks on ggplotly

##### ANCOVA from tern R package

how to quickly do ANCOVA for a set of variables quickly (loop) with tern R package

##### Nanoplot

gt nanoplot for investigation

##### interactive table

interactive table can show detailed dataset or plot for frequency

##### Quarto presentation test

Quarto presentation test

##### plots with statistics

plots with statistics

##### one sample proportion power calculation

different ways to calculate power for one sample proportion test

##### MA3MA5 stock analysis

MA3MA5 stock analysis

##### interactive KM plot

produce interactive KM plot

##### Meta analysis for Clinic Study

simple meta analysis with R in Clinic study

##### LB value status tracing

to see if LB value from subject changes status or not along timeline

##### SpagehttienhancedPlot

show on treatment, off treatment, treatment restarted along time points

##### CART with VisNetwork

decision tree with VisNetwork package

##### r2d3 simple example

utilize D3.js in R by using r2d3 package

##### Advanced dynamic heatmap

dynamic heatmap with more customized features by using highcharter

##### Dynamic single color Bar plot

it is tricky to create dynamic single color bar plot with geom_tile

##### Survival Analysis III

stratified cox proportional hazards model what is stratification. what is the assumption for stratified variable. Is interaction needed in model

##### dynamic bar chart

very tricky. geom_bar does not work well with subgroup. geom_tile is used to trick the plot

##### Dynamic change of heat map

Dynamic change of heat map

##### TLF with contents

extra content table added

##### TFL examples

Table, Figure list examples for clinic study

##### ARIMAGarch forcast AAPL

https://www.quantstart.com/articles/ARIMA-GARCH-Trading-Strategy-on-the-SP500-Stock-Market-Index-Using-R/

##### ARMAGarch forcast stock direction

https://www.quantstart.com/articles/ARIMA-GARCH-Trading-Strategy-on-the-SP500-Stock-Market-Index-Using-R/

##### Find Peak Valley on curve

Find Peak Valley on curve

##### 52week low

check 52 week low/high for each stock (252 business days)

##### test import excel

test import excel

##### NLP example

newspaper NLP

##### Black Friday Prediction large data using H2O

https://datahack.analyticsvidhya.com/contest/black-friday-data-hack/

##### A better scatterplot with marginals

A better scatterplot with marginals

##### ECG Anomaly Detection

using deep autoencoder learning model

##### h2o glm prediction model small exercises

a lot of small dataset and exercises for h2o glm model

##### Predicting forest cover type from cartographic variables only

Predicting forest cover type from cartographic variables only (no remotely sensed data).

##### data.table examples

data.table package examples

##### medical expense linear regression prediction

medical expense cost prediction example exercise from book Machine Learning in R