Dissertation Statistics Help

Dr. Isolde Brenner, PhD

Senior Statistical Methodologist

Dr. Isolde Brenner specializes in statistical methodology for academic and clinical research. She has guided researchers through every stage of quantitative analysis, from data preparation and assumption testing to advanced modeling and manuscript development.

Structural Equation ModelingFactor AnalysisAdvanced Quantitative Methods

How Isolde works on a project

Isolde takes the advanced modelling briefs: structural equation models, confirmatory factor analysis, and the scale validation work that goes beyond a Cronbach's alpha. Doctoral committees that ask for measurement models are usually the reason she joins a project.

She works iteratively, sharing model fit and modification decisions as they are made rather than presenting a finished black box, so the student can defend every path in the final model.

The fastest way to work together is through our doctoral statistics support, which matches the projects this profile describes.

Guides written and reviewed by Dr. Isolde Brenner

June 25, 2026 · 10 minHow to run a factor analysis in SPSSRun an exploratory factor analysis in SPSS, check factorability, pick extraction and rotation, retain factors with parallel analysis, and read the pattern matrix.Read article June 13, 2026 · 8 minStructural equation modeling explainedSEM tests an entire theory as one system, correcting for measurement error and modelling many relationships at once. Here is how it works and when to use it.Read article June 12, 2026 · 6 minUnderstanding p-values and significanceA p-value tells you how surprising your data are if nothing is going on, not how big or how important the effect is. Here is how to read and report it.Read article June 8, 2026 · 7 minPower analysis and sample sizeA power analysis turns a guessed sample size into a justified one. Here are the four inputs it needs and how to size a finite population.Read article June 8, 2026 · 6 minWhat is statistical power?Statistical power is your chance of detecting a real effect when one exists. Here is what it protects against and the levers that move it.Read article June 7, 2026 · 7 minMediation vs moderation analysisA mediator carries an effect; a moderator changes its size. Here is how to tell mediation and moderation apart and model each one correctly.Read article June 6, 2026 · 8 minCronbach's alpha and factor analysisFactor analysis reveals a scale's hidden dimensions; Cronbach's alpha tests their reliability. Here is how to run and read both for a dissertation survey.Read article

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