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mimitranRpubs

Mimi Tran

Recently Published

United States's GDP
Time Series Analysis: Dataset is downloaded from Kaggel.com website. The dataset contains two columns: Quarterly time from year 1947 to 2020 and Quarterly US GDP values from 1947 to 2020.
Nonparametric Reliability Estimation with Simultaneous Confidence Bands: Bootstrap versus Borell-TIS
Reliability analysis studies how long a system or component continues to perform its intended function before failure. When lifetimes are subject to right-censoring, meaning some units have not failed by the end of observation, the Kaplan–Meier (KM) estimator provides a nonparametric estimate of the reliability (or survival) function: R(t) = P(T > t), where T denotes lifetime.
Obesity
Obesity is a growing global health concern strongly linked to behavioral and lifestyle factors such as diet, physical activity, alcohol consumption, and transportation habits. This project proposes a categorical data analysis approach to uncover direct statistical associations and visualization of how lifestyle behaviors correspond with obesity categories, providing an interpretable and health-relevant perspective.
Wine Dataset
This project focus on some EDA with R and classifications.
OASBUD Lesion Classification
This project performs a statistical analysis and classification of breast lesions using the OASBUD (Open Access Series of Breast Ultrasonic Data) dataset. It explores key features to distinguish between benign and malignant cases.