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

Portrait of Kaeli Gardner against a teal graph-grid background

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

TECHNICAL TOOLKIT

Tools I work with.

RStataPythonSASSQL MATLABPandasNumPySciPyLinuxBASHGit MarkdownHTMLCSSLaTeXExcel

START A CONVERSATION

Let's talk about
your data.

For conversations about survey research, statistical methodology, analytical work, or professional opportunities, I'd be happy to connect.