STATISTICS · RESEARCH · ANALYSIS
Hi, I'm Kaeli.
Statistician | Survey Sampling & Methodology | she/her
I’m Kaeli Gardner, a statistician with a background in mathematics and experience
designing samples, developing survey weights, evaluating nonresponse bias, and analyzing
complex data. I use statistical methods and computational tools to help turn research
data into reliable, useful evidence.
Based in Kingsport, Tennessee · Working remotely
THE SHORT VERSION
My work in a nutshell.
My work has a solid foundation in mathematical theory, and is largely focused on survey methodology, applied statistics, and analytical programming.
01
Survey Sampling
& Methodology
Designing sampling strategies and developing weighting approaches that support representative, defensible survey estimates.
- Sample design & allocation
- Weighting & calibration
- Nonresponse bias analysis
- Variance estimation
02
Applied Statistics
& Modeling
Using statistical reasoning and modeling techniques to investigate relationships, evaluate evidence, and address research questions.
- Statistical inference
- Predictive modeling
- Response propensity modeling
- Machine learning applications
03
Data Analysis
Working with complex datasets, building and automating analytical workflows, and communicating results clearly and effectively.
- Data cleaning & transformation
- Exploratory analysis
- Data visualization
- Technical reporting