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mikkimikki2020's Projects

alsm icon alsm

R package for Kutner et al. 5th ed. Applied Linear Statistical Models

dsbook icon dsbook

Repository for data science book

multivariate-analysis_sas icon multivariate-analysis_sas

Comprehensive Statistical and Multivariate Analysis through Principal Component and Factor Analysis methods using SAS. Applied estimation, hypothesis testing, and dimension reduction techniques as parts of this study.

multivariate-data-analysis icon multivariate-data-analysis

Performed data analysis to predict the accuracy of whether a customer will be default on the credit card payment for the next month

persp-analysis icon persp-analysis

Course materials for MACS 30000 (Perspectives on Computational Analysis)

sas-multivariate-data-analysis icon sas-multivariate-data-analysis

This Repository contain SAS Programs with Data and Output. The Programs includes examining data, output for SAS Procedures like Univariate, T2 test, and Principal and Exploratory Data Analysis. Also it includes Machine Learning models like Multiple Linear Regression, Logistic Regression, Manova and Clustering

stat_412_612 icon stat_412_612

Teaching website for STAT 412/612 taught in Spring 2019 at American University.

statlearning-notebooks icon statlearning-notebooks

Python notebooks for exercises covered in Stanford statlearning class (where exercises were in R).

stfs icon stfs

Code and supplemental material for Statistical Thinking from Scratch

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