Faculty & Research

Publications

Publications

Filter Results : (6) Arrow Down

Show Results For

Parzen, Michael I. Remove Parzen, Michael I. →

Page 1 of 6 Results
  • August 2021
  • Case

Data Science at the Warriors
By: Iavor I. Bojinov and Michael Parzen
An introductory case for a data science course, which provides an overview of the data science pipeline.  View Details
Keywords: Data Science; Online Advertising; Analysis; Forecasting and Prediction; Technological Innovation; Information Technology; Sports Industry; San Francisco; United States
Related
  • June 2021
  • Technical Note

Introduction to Linear Regression
By: Michael Parzen and Paul J. Hamilton
This technical note introduces (from an applied point of view) the theory and application of simple and multiple linear regression. The motivation for the model is introduced, as well as how to interpret the summary output with regard to prediction and statistical...  View Details
Keywords: Analysis; Forecasting and Prediction; Risk and Uncertainty; Theory
Related
  • February 2021
  • Tutorial

T-tests: Theory and Practice
By: Michael Parzen, Natalie Epstein, Chiara Farronato and Michael Toffel
This video provides an introduction to hypothesis testing, sampling, t-tests, and p-values. It provides examples of A/B testing and t-testing to assess whether difference between two groups are statistically significant. This video can be assigned in conjunction with...  View Details
Keywords: Data Analysis; Data Analytics; Experiment Design; Experimentation; Data and Data Sets; Analysis
Related
  • February 2021
  • Technical Note

Probability Distributions
By: Michael Parzen and Paul J. Hamilton
This technical note introduces students to the concept of random variables, and from there the normal and binomial distributions. After a brief introduction to random variables, the note describes the standard properties of the normal distribution: a single peak, and a...  View Details
Keywords: Analysis; Risk and Uncertainty; Theory
Related
  • January 2021
  • Case

The FIRE Savings Calculator
By: Michael Parzen and Paul J. Hamilton
This case follows Carol Muñoz, a member of the Financial Independence, Retire Early (FIRE) lifestyle movement. At the age of 45, Carol is considering retiring and living off the $1 million she has accumulated. Using Monte Carlo simulation, Carol forecasts the...  View Details
Keywords: Analysis; Forecasting and Prediction; Financial Strategy; Investment Portfolio; Investment Return; Personal Finance; Saving; Risk and Uncertainty; Diversification; Theory; Financial Services Industry
Related
  • January 2020
  • Case

Kaggle 2019 Data Science Survey
By: Yael Grushka-Cockayne, Michael Parzen, Paul Hamilton and Steven Randazzo
Related