n8tmps
Graduate Student in Applied Statistics. Background in Economics.
California State University, Long Beach
Pinned Repositories
airbnb-analysis-sd
sql data analysis on san diego airbnb listings data
chicago_crime
Focus: Show a temporal space on Chicago crime.
cirrhosis-survival-analysis
survival analysis on cirrhosis data from mayo clinic study: kaplan-meier estimator/curve, log rank test, cox proportional hazards model
credit-risk-assessment
evaluating credit default rate using statistical machine learning methods
CreditDefaultRisk
Utilized machine learning algorithms like logistic regression and linear discriminant analysis to predict whether an individual will default on a credit loan. Performance was calculated using metrics like Accuracy, Confusion Matrices, Classification Reports, and the Area Under the ROC curve.
fintech
health-economics-projects
health-insurance
Created data visualizations on patient insurance data from kaggle. Exploratory Data Analysis, OLS Regression, Multiple Linear Regression, Lasso Regression, Ridge Regression, Model Analysis
heathcare-stock
analysis on historical stock data using moving averages, weekly returns, principal component analysis
insurance-premium
Analyzing health insurance premium costs using Box-Cox regression and Gamma regression
n8tmps's Repositories
n8tmps/airbnb-analysis-sd
sql data analysis on san diego airbnb listings data
n8tmps/chicago_crime
Focus: Show a temporal space on Chicago crime.
n8tmps/cirrhosis-survival-analysis
survival analysis on cirrhosis data from mayo clinic study: kaplan-meier estimator/curve, log rank test, cox proportional hazards model
n8tmps/credit-risk-assessment
evaluating credit default rate using statistical machine learning methods
n8tmps/CreditDefaultRisk
Utilized machine learning algorithms like logistic regression and linear discriminant analysis to predict whether an individual will default on a credit loan. Performance was calculated using metrics like Accuracy, Confusion Matrices, Classification Reports, and the Area Under the ROC curve.
n8tmps/fintech
n8tmps/health-economics-projects
n8tmps/health-insurance
Created data visualizations on patient insurance data from kaggle. Exploratory Data Analysis, OLS Regression, Multiple Linear Regression, Lasso Regression, Ridge Regression, Model Analysis
n8tmps/healthcare-data-sql
sql basics using synthetic healthcare data generated from synthea
n8tmps/heart-disease-prediction
Used matplotlib to create visualizations of patient data varying on the different predictors. Utilized K-Nearest Neighbor, Decision Tree, and Random Forest algorithms to predict a binary response to whether a patient has a heart condition. Performance was measured using Accuracy, Confusion Matrices, and Classification Reports.
n8tmps/heathcare-stock
analysis on historical stock data using moving averages, weekly returns, principal component analysis
n8tmps/insurance-premium
Analyzing health insurance premium costs using Box-Cox regression and Gamma regression
n8tmps/immunization
SQL/Tableau Project :: data extract and data vizualization
n8tmps/medicare-spending
medicare data analysis
n8tmps/n8tmps
n8tmps/n8tmps.github.io
n8tmps/portfolioprojects
n8tmps/regression-analysis-models
Regression models in R that analyze how changes in independent variables impact responses with normal, gamma, binary, multinomial, Poisson, negative binomial, and beta distributions.
n8tmps/web
My portfolio website built using HTML, CSS, and JavaScript.