Main
Education
Brigham Young University
M.S. in Statistics
Provo, Utah
2005
University of Utah
B.S. in Economics
Salt Lake City, Utah
2003
Statistics and Data Science
Data Science Program Chair and Full Professor
Brigham Young University - Idaho
Rexburg, ID
2015 - Current
- Lead program development team for degree proposal and acceptance.
- Employer connection development for the program, consulting projects in society, and consulting class.
- Lead development of new data science courses in Computer Science and Software Engineering (DS 150, DS 250, DS 350, and DS 460, MATH 488).
- Faculty advisory board, sales, and data science liason for the Research and Business Development Center.
- Society faculty mentor of Data Science Society where we run 5-10 business consulting projects each semester.
Chief Officer of Wrangling (Owner)
Rexburg, Id
2022 - Current
- Python Pyspark programming support in data wrangling, visualization, and analytics.
- R Tidyverse analytics, wrangling, and package development.
- Data design and business insight mapping for data science team development.
Owner and Consultant
Rexburg, ID
2005 - Current
- Knowledge Integration Global Health visualization (ggplot2), analytics (tidyverse and Pyspark), and big data electronic health records applications (Pyspark).
- Visual Sample Plan applications and statistical sample size designs.
- R package maintenance and development.
- Research & Business Development Center data science consulting.
Visiting Teaching Fellow in Data Science
Kennesaw, GA
Fall 2021
- Cotaught graduate consulting course with the Center for Statistics and Analytical Research’s Bill Franks.
- Taught special topics course on data science in R and Python for undergraduates.
Senior Scientist
Pacific Northwest National Laboratory
Richland, WA
2005 - 2015
- Lead data scientist for PRIMA with a team of 4 other data scientists.
- Visual Sample Plan program manager and UXO technical lead.
- Lead statistician for DOE building energy code compliance and evaluations.
- Statistical method development in composite sampling (incremental sampling) with ITRC, Army Corps of Engineers, ESTCP and VSP.
Teaching
Data Science Programming (DS 250)
Lead developer of course design and methods.
2020 - Current
- Uses Python and the base set of data science Python packages to introduce data science programming - Pandas, scikit-learn, Altair.
Fa 20, Wi 21, Sp 21, Wi 22
Statistical and Data Science Consulting (M488)
Course lead and client liaison
2018 - Current
- Manage 4-8 projects from industry and campus clients.
- Applications using PowerBI, Tableau, Python, SQL, and R.
- Clients spanning the US and ranging from banking to mining.
- Teach project management and data ethics.
Wi 18, Sp 18, Fa 18, Wi 19, Sp 19, Fa 19, Wi 20, Sp 20, Fa 20, Wi 21, Sp 21, Wi 22, Sp 22, Fa 22, Wi 23, Sp 23
Big Data Programming and Analtyics (DS 460)
Lead developer of course design and methods
2021 - Current
- Leverages Databricks), Azure, and Docker to teach Spark and big data analytics for data scientists.
Wi 21, Sp 21, Wi 22, Sp 22, Fa 22, Wi 23, Sp 23
Design Thinking: Inquiry and Innovation (ART 231)
Course council member and teacher
2018 - Current
- Empower students to design and complete projects using principles from IDEO.
Sp 18, Fa 18, Wi 20, Sp 22
Data Science Senior Projects (DS 499)
Mentor 3-10 student-driven projects
2018 - Current
Spr 18, Fa 18, Wi 19, Sp 19, Fa 19, Wi 20, Sp 20, Fa 20, Wi 21, Sp 21, Fa 22, Fa23
Data Wrangling and Visualization (DS 350)
Lead developer and teacher of the course.
2017 - 2020
- Built around the Tidyverse in R.
- Case study based on real-world data applications.
Fa 17, Wi 18, Sp 18, Fa 18, Wi 19, Sp 19, Fa 19, Wi 20
Visual Sample Plan (UXO Modules)
Lead teacher of remote short courses
2010 - 2017
- Course taught throughout the US to EPA, DOE, DoD, and contractors.
- DoD-sponsored courses through PNNL and private courses.
Publications & Technical Papers
Development And Validation Of A Steep Incline And Decline Metabolic Cost Equation For Steady-State Walking.
DE Lankford, Y Wu, JT Bartschi, J Hathaway, AD Gidley
N/A
2020
European Journal of Applied Physiology, 120, 2095-2104
Assessing Overall Building Energy Performance Of A Large Population Of Residential Single-Family Homes Using Limited Field Data.
Y Xie, V Mendon, M Halverson, R Bartlett, J Hathaway, Y Chen, …
N/A
2019
Journal of Building Performance Simulation, 12 (4), 480-493
Simulation-Based Coefficients For Adjusting Climate Impact On Energy Consumption Of Commercial Buildings.
N Wang, A Makhmalbaf, V Srivastava, J Hathaway
N/A
2017
Building simulation, 10, 309-322
Impacts Of Climate Change On Energy Consumption And Peak Demand In Buildings: A Detailed Regional Approach.
JA Dirks, WJ Gorrissen, J Hathaway, DC Skorski, MJ Scott, TC Pulsipher, …
N/A
2015
Energy, 79, 20-32
Investigating The Nexus Of Climate, Energy, Water, And Land At Decision-Relevant Scales: The Platform For Regional Integrated Modeling And Analysis (Prima).
I Kraucunas, L Clarke, J Dirks, J Hathaway, M Hejazi, K Hibbard, …
N/A
2015
Climatic Change, 129, 573-588
21st Century United States Emissions Mitigation Could Increase Water Stress More Than The Climate Change It Is Mitigating.
MI Hejazi, N Voisin, L Liu, LM Bramer, DC Fortin, J Hathaway, M Huang, …
N/A
2015
Proceedings of the National Academy of Sciences, 112 (34), 10635-10640
Calculating Impacts Of Energy Standards On Energy Demand In Us Buildings With Uncertainty In An Integrated Assessment Model.
MJ Scott, DS Daly, J Hathaway, CS Lansing, Y Liu, HC McJeon, …
N/A
2015
Energy, 90, 1682-1694
Explosive Particle Soil Surface Dispersion Model For Detonated Military Munitions.
J Hathaway, JP Rishel, ME Walsh, MR Walsh, S Taylor
N/A
2015
Environmental monitoring and assessment, 187, 1-15
Visual Sample Plan Version 7.0 User’s Guide.
BD Matzke, LLN Newburn, J Hathaway, LM Bramer, JE Wilson, …
N/A
2014
PNNL, Richland, WA
Nationwide Buildings Energy Research Enabled Through An Integrated Data Intensive.
K Kleese van Dam, C Lansing, T Elsethagen, J Hathaway, Z Guillen, …
N/A
2014
Building simulation, 7, 335-343
Calculating Impacts Of Energy Standards On Energy Demand In Us Buildings Under Uncertainty With An Integrated Assessment Model: Technical Background Data.
MJ Scott, DS Daly, J Hathaway, CS Lansing, Y Liu, HC McJeon, …
N/A
2014
PNNL, Richland, WA
Demonstration Report For Visual Sample Plan Remedial Investigation (Vsp-Ri) Sampling Methods At The Motlow Site In Tennessee.
BA Pulsipher, J Hathaway, BD Matzke, JE Wilson, LLN Newburn
N/A
2014
PNNL, Richland, WA
Statistical Methods For Defining Climate-Similar Regions Around Weather Stations Using Nldas-2 Forcing Data.
J Hathaway, TC Pulsipher, J Rounds, JA Dirks
N/A
2013
PNNL, Richland, WA
Lumen Maintenance Testing Of The Philips 60-Watt Replacement Lamp L Prize Entry, Pnnl-21594.
KL Gordon, RP Hafen, J Hathaway, JJ McCullough
N/A
2013
PNNL, Richland, WA
Cross-Combined Composite Sampling Designs For Identification Of Elevated Regions.
J Hathaway, S Walsh, L Sego, B Pulsipher
N/A
2013
Environmental and ecological statistics, 20, 69-90
Lumen Maintenance Testing Of The Philips 60-Watt Replacement Lamp L Prize Entry.
KL Gordon, RP Hafen, J Hathaway, JJ McCullough
N/A
2012
PNNL, Richland, WA
Ultrasonic Phased Array Sound Field Mapping Through Large-Bore Coarse Grained Cast Austenitic Stainless Steel (Cass) Piping Materials.
AD Cinson, SL Crawford, MS Prowant, AA Diaz, J Hathaway, …
N/A
2012
Nondestructive Characterization for Composite Materials, Aerospace …,
A Bayesian Approach To Monitoring And Assessing Unexploded Ordnance Remediation Progress From Munitions Testing Ranges.
S Walsh, K Anderson, J Hathaway, B Pulsipher
N/A
2011
Stochastic Environmental Research and Risk Assessment, 25, 805-814
A Statistical Method To Analyze Led Lumen Depreciation And Project Useful Led Product Life.
HA Qiao, TC Pulsipher, J Hathaway, EE Richman, E Radkov
N/A
2010
IES Annual Conference,
Evaluation Of Spatially Clustered Ordnance When Using Compliance Sampling Surveys After Clean-Up At Military Training Sites.
J Hathaway, RO Gilbert, JE Wilson, BA Pulsipher
N/A
2009
Stochastic Environmental Research and Risk Assessment, 23, 253-261
Statistical Algorithms Accounting For Background Density In The Detection Of Uxo Target Areas At Dod Munitions Sites.
BD Matzke, JE Wilson, J Hathaway, BA Pulsipher
N/A
2009
Stochastic Environmental Research and Risk Assessment, 23, 181-191
Whole Building Cost And Performance Measurement: Data Collection Protocol Revision 2.
KM Fowler, KL Spees, AR Kora, EM Rauch, J Hathaway, AE Solana
N/A
2009
PNNL, Richland, WA
Whole Building Cost And Performance Measurement: Data Collection Protocol.
K Fowler, K Spees, A Kora, E Rauch, J Hathaway, A Solana
N/A
2009
Revision,
Whole Building Cost And Performance Measurement: Data Collection Protocol Revision 2. Pnnl-18325.
KM Fowler, KL Spees, AR Kora, EM Rauch, J Hathaway, AE Solana
N/A
2009
PNNL, Richland, WA
Determining The Optimum Number Of Increments In Composite Sampling.
J Hathaway, GB Schaalje, RO Gilbert, BA Pulsipher, BD Matzke
N/A
2008
Environmental and Ecological Statistics, 15, 313-327
Ultrasonic Examination Of Double-Shell Tank 241-An-102 Examination Completed July 2008..
AF Pardini, DR Weier, KK Anderson
N/A
2008
PNNL, Richland, WA
Application Of Integrated Visual Sample Plan Uxo Design And Analysis Module To The Former Camp Beale For The Estcp Wide Area Assessment Demonstration.
J Hathaway, B Pulsipher, B Roberts, S McKenna
N/A
2008
PNNL, Richland, WA
Compliance Sampling Applications In Mec Clean-Up At Military Training Sites.
J Hathaway, RO Gilbert, JE Wilson, BA Pulsipher
N/A
2008
Stochastic Environmental Research and Risk Assessment,
Application Of Statistically Based Site Characterization Tools To Victorville Precision Bombing Ranges Y And 15 For The Estcp Wide Area Assessment Demonstration.
J Hathaway, B Pulsipher
N/A
2007
GEOLOGICAL SURVEY RESTON VA,
Final Report For Statistical Methods And Tools For Uxo Site Characterization On Final Simulated Site.
J Hathaway, B Pulsipher, J Wilson, C McKinstry, S McKenna, B Roberts
N/A
2006
PNNL, Richland, WA