Portfolio

Graduate Consulting: Spinal Segment Angle Analysis

Practice in statistical consulting. Observing faculty-led consulting sessions. Organizing and leading consulting projects with faculty supervision. Discussion of statistical…

Jun 11, 2025

Graduate Consulting: Statistical Analysis of Soil Data

Consulting

Statistics

Practice in statistical consulting. Observing faculty-led consulting sessions. Organizing and leading consulting projects with faculty supervision. Discussion of statistical…

Jun 10, 2025

STAT 415: Bayesian Survival Analysis of Customer Churn

Statistics

Bayes’ theorem, prior and posterior distributions, likelihood functions, Markov Chain Monte Carlo methods, hierarchical modeling. Bayesian data analysis, comparison of…

Jun 6, 2025

Graduate Consulting: Balance Detection using Phones

Practice in statistical consulting. Observing faculty-led consulting sessions. Organizing and leading consulting projects with faculty supervision. Discussion of statistical…

May 7, 2025

Graduate Consulting: Spinal Segment Curve Analysis

Consulting

Python

Statistics

Practice in statistical consulting. Observing faculty-led consulting sessions. Organizing and leading consulting projects with faculty supervision. Discussion of statistical…

May 2, 2025

STAT 417: Survival Analysis of Customer Churn

Minitab

Statistics

Parametric and nonparametric methods for analyzing survival data. Topics include Kaplan-Meier and Nelson-Aalen estimates, Cox regression models, accelerated failure time…

Mar 18, 2025

Data Science Capstone: World Bank Digital Development Classification Project

Team-based design, implementation, deployment and delivery of a system or analytical methodology that involves working with and analyzing large quantities of data. Technical…

Jun 12, 2024

Advanced Statistical Computing with R

Statistics

Advanced techniques for efficient use of R software to perform statistical computations, analyze large amounts of data, and develop new software. Includes version control…

Jun 9, 2024

STAT 550: Generalized Linear Models

Statistics

Theory and application of linear and generalized linear models (GLMs). Logistic regression, nominal and ordinal responses, Poisson GLMs, correlated responses, random and…

Mar 21, 2024

Data 403: Home Credit Default Risk

Data Science

Python

Statistics

Project-based lab component of DATA 401 and DATA 402. Projects involving comparison of predictive and interpretable regression models, implementing linear classifiers with…

Nov 17, 2023

Data 403: Iowa Liquor Sales Analysis

Data Science

Python

Statistics

Project-based lab component of DATA 401 and DATA 402. Projects involving comparison of predictive and interpretable regression models, implementing linear classifiers with…

Oct 25, 2023

STAT 545: Applied Stochastic Processes

Statistics

Properties, simulation, and application of stochastic processes. Discrete-time and continuous-time Markov chains, hidden Markov models, Poisson processes, Gaussian…

Jun 14, 2023

CSC 369: Electric Vehicle Ownership

Introduction to distributed computing paradigms and cloud computing. Modern distributed computing infrastructures. Problem-solving in a distributed computing environment.

Mar 16, 2023

Design and Analysis of Experiments II: The Effect of Water and Plant Food on Green Onion Growth

JMP

Statistics

Continuation of STAT 323. 2k factorial designs, 3k factorial designs, balanced and partially balanced incomplete block designs, nested designs, split-plot designs, response…

Feb 26, 2023

CSC 365: Esports Gambling Application

Python

SQL

Basic principles of database management systems (DBMS) and of DBMS application development. DBMS objectives, systems architecture, database models with emphasis on…

Sep 12, 2022

Applied Linear Models: Regression and Real Estate

Statistics

Linear models in algebraic and matrix form, diagnostics, transformations, polynomial models, categorical predictors, model selection, correlated errors, logistic regression.

Jun 1, 2022

CSC 203: Virtual World Project

Java

Object-oriented programming and design with applications to project construction. Introduction to class design, interfaces, inheritance, generics, exceptions, streams, and…

Mar 13, 2022

Data 301: Essay Autograder

Data Science

Python

Introduction to the field of data science and the workflow of a data scientist. Types of data (tabular, textual, sparse, structured, temporal, geospatial), basic data…

Mar 8, 2022

Design and Analysis of Experiments I: Liquid Type and Submersion Time on Nails

JMP

Statistics

Principles, construction and analysis of experimental designs. Completely randomized, randomized complete block, Latin squares, Graeco Latin squares, factorial, and nested…

Feb 26, 2022

Introduction to Probability and Simulation: Team Fight Tactics Shop Odds Analysis

Python

Statistics

Basic probability rules, counting methods, conditional probability. Discrete and continuous random variables, expected values, variance and covariance. Properties of linear…

Dec 2, 2021

Categories

Graduate Consulting: Spinal Segment Angle Analysis

Graduate Consulting: Statistical Analysis of Soil Data

STAT 415: Bayesian Survival Analysis of Customer Churn

Graduate Consulting: Balance Detection using Phones

Graduate Consulting: Spinal Segment Curve Analysis

STAT 417: Survival Analysis of Customer Churn

Data Science Capstone: World Bank Digital Development Classification Project

Advanced Statistical Computing with R

STAT 550: Generalized Linear Models

Data 403: Home Credit Default Risk

Data 403: Iowa Liquor Sales Analysis

STAT 545: Applied Stochastic Processes

CSC 369: Electric Vehicle Ownership

Design and Analysis of Experiments II: The Effect of Water and Plant Food on Green Onion Growth

CSC 365: Esports Gambling Application

Applied Linear Models: Regression and Real Estate

CSC 203: Virtual World Project

Data 301: Essay Autograder

Design and Analysis of Experiments I: Liquid Type and Submersion Time on Nails

Introduction to Probability and Simulation: Team Fight Tactics Shop Odds Analysis