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Last updated on 2023-04-06.

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J. Hathaway

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)

DataThink.io

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

Data Driven

Rexburg, ID

2005 - Current

Visiting Teaching Fellow in Data Science

Kennesaw State University

Kennesaw, GA

Fall 2021

Senior Scientist

Pacific Northwest National Laboratory

Richland, WA

2005 - 2015

Teaching

Data Science Programming (DS 250)

Lead developer of course design and methods.

Website

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

Website

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

Repository

2021 - Current

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

Website

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

Website

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.

Website

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

Website

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

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

Demonstration Report For Visual Sample Plan (Vsp) Verification Sampling Methods At The Navy/Dri Site.

BA Pulsipher, J Hathaway, KK Anderson, JE Wilson

N/A

2011

PNNL, Richland, WA

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

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,

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