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fangya

Fangya Tan

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Logistic Regression
Simple Logistic Regression Background Information and Arthritis Example
mtcars
Anly510_hw7
a512 hw 6
data vis hw 6
Mi
Multiple imputation
trade_war
A brief analysis of the trade war between USA and China
Anly515_midterm
Simulation midterm
MOMA artworks analysis
data visualization of MOMA artworks
Simulation
mental health analysis
categorical mental health analysis on tech company
Neilsen tv dataset
logistic regression on Neilsen tv dataset
spotify2017
analysis top 100 songs
wild
Wildlife trading data
hw 5
Vietnam, criminal dataset using mca, ca
hw4
mosaic graph
Twitter HU followers analysis
Use HU followers' twitter data to perform analysis
Anly 545-hw3
odds ratio
Shanghai Car License Plate Price Analysis
explore the price and bid number of shanghai car license plate from 2002-2017
anly545 hw 2
Chocolate Bar analysis
discover the relationship between chocolate bar rating with cocoa percentage. where produce the best cocoa bean? which country produce the best chocolate
Fifa 2018 Player euro value analysis
we are trying to explore what affects a player's euro value and what is the most important features for a player to have high euro market values
Summer Olympics Medal Analysis- china
we will analysis the Medal distribution for Chinese athletes in Summer Olympics
HW1
anly545 lab 2
Grad life at HU
naive Bayesian
svm
svm kernel linear, poly, sigmoid, gaussian
KNN
knn classification on suv
OJ SVM error
Orange juice dataset using SVM method for linear, polynomial, radial error test
OjTree
Tree on Orange Juice dataset
classification
classification on news popularity
Logistic regression
Random Forest
Random Forest to predict salary vs position
Decision tree on Salary
Decision tree on salary vs position dataset
SVR on salary
use SVR model to fit the salary vs position dataset
Salary: truth or bluff
use linear reg and poly reg to compare the predicted salary values
Document
Document
time series
time series on nile
one way anova
anova analysis on cars
ttest, chi-square, ftest
compare ttest, chi-square test, ftest
two way anova
two way anova
KM
km curve
HW 5 snow map
this is a snow map, the code is from snow
test
test