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Analisis Survival Pasien Kanker Laring Menggunakan Metode Kaplan–Meier dan Regresi Cox
Analisis survival pada pasien kanker laring menggunakan metode Kaplan–Meier untuk mengestimasi fungsi survival, uji log-rank untuk membandingkan fungsi survival antarstadium penyakit, serta regresi Cox untuk menganalisis pengaruh stadium terhadap risiko kejadian. Analisis dilakukan menggunakan RStudio dengan dataset `larynx` dari package KMsurv.
Peso alla nascita: analisi statistica di 2.500 nascite in tre ospedali
Progetto di statistica inferenziale sviluppato in R e R Markdown su un dataset didattico di 2.500 nascite. L'analisi comprende esplorazione e pulizia dei dati (EDA), test di ipotesi, confronti tra gruppi, regressione lineare multipla, diagnostica del modello e previsioni con intervalli di confidenza e di previsione. Il report presenta un workflow statistico riproducibile, con codice, visualizzazioni e interpretazione critica dei risultati.
KELOMPOK 3_TUGAS TDS
Analisis Tingkat Kematian dan Angka Harapan Hidup Penduduk
Public RNA-seq data in R: download, gene annotation and cohort description
This lab introduces a practical workflow for working with public RNA-seq data in R. Using the GSE161731 whole-blood dataset from the Gene Expression Omnibus (GEO), we retrieve the raw count matrix and its sample metadata, align the two, and convert Ensembl gene identifiers into gene symbols. The lab then covers cleaning and verification of clinical metadata, descriptive statistics and the appropriate test for each variable type.
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MIT