プロフィール詳細

プロジェクトを作成

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Dr. Matthew L.に依頼

United States

Quantitative Research Consultant | Expert in SEM, Longitudinal & Latent Class Models | Mplus, R, SAS, SPSS, Excel

プロフィール概要

I hold a PhD in Clinical Psychology with advanced training in research methodology and statistical analysis. Over the past 10 years, I have worked in academia with a strong focus on grant writing, conducting original research, mentoring graduate student projects (Master’s theses, dissertations, and conference posters), and teaching graduate-level courses in Statistics and Research Methods. I have published over 15 peer-reviewed, data-analytic research papers and was awarded a $750,000 NIH K99/R00 research grant. As a research consultant, I have helped graduate students complete dissertation projects, supported faculty in preparing data-driven grant proposals, and assisted research teams in producing publishable results using advanced statistical techniques. My quantitative expertise includes: 1. Longitudinal data analysis using latent and multilevel growth models 2. Structural equation modeling (SEM), including path analysis and cross-lagged panel models 3. Mediation and developmental-cascade modeling 4. Latent class and latent transition mixture modeling 5. Exploratory and confirmatory factor analysis, including moderated nonlinear factor analysis for integrative data analysis 6. Monte Carlo simulations for statistical power estimation I am highly proficient in Mplus, R, SAS, SPSS, and Excel. I specialize in helping researchers select, conduct, and clearly interpret advanced statistical analyses to support publication, grant applications, and dissertation projects.

専門分野

• ☆ Data Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Data Collection
• ☆ Data Management
• ☆ Data Cleaning
• ☆ Statistics
• ☆ Statistical Theory
• ☆ Applied Statistics
• ☆ Social Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Correlation Analysis
• ☆ Mathematical Statistics
• ☆ Survey Design
• ☆ Study Design
• ☆ Statistical Review
• ☆ Clinical Psychology
• ☆ Health Psychology
• ☆ Child & Adolescent Psychology
• ☆ Developmental Psychology
• ☆ Abnormal Psychology
• ☆ Identity
• ☆ SPSS
• ☆ Excel
• ☆ SAS
• ☆ R
• ☆ Counseling & Mental Health Support
• ☆ Drug Addiction Treatment
• ☆ Substance Abuse
• ☆ Alcohol Abuse Treatment
• ☆ Addiction & Recovery Counseling
• ☆ Hypothesis
• ☆ Peer Review
• ☆ Research Methodology
• ☆ Survey Design & Methodology
• ☆ User Research
• ☆ Quantitative User Research
• ☆ Fact Checking
• ☆ Literature Search
• ☆ Gap Analysis
• ☆ Technical & Scientific Writing
• ☆ Journal Selection
• ☆ Manuscript & Journal Article Writing
• ☆ White Papers
• ☆ Textbook Content Writing
• ☆ Science Communication
• ☆ Literature Review
• ☆ Traditional/Narrative Literature Review
• ☆ Systematic Literature Review
• ☆ Scientific Proofreading & Editing
• ☆ Proofreading & Editing
• ☆ Course Content Writing
• ☆ Grant Writing

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Market Research, User Research, Fact Checking, Gap Analysis, Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Data Visualization, Data Cleaning, Data Processing, Data Insights

職務経験

Assistant Professor - Tenure-track

Rutgers University - New Brunswick

6月 2018 - 7月 2023

Assistant Professor- Research

University of Missouri-Columbia

9月 2015 - 5月 2018

Postdoctoral Research fellow

University of Missouri-Columbia

9月 2013 - 5月 2015

学歴

PhD in Clinical Psychology

Arizona State University

9月 2009 - 5月 2013

MS in Clinical Psychology

Arizona State University

9月 2006 - 5月 2009

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Matthew R. Lee, Ellen W. Yeung, Andrew K. Littlefield, Audrey Stephenson, Annabel Kady, Thomas Kwan, Laurie Chassin, Kenneth J. Sher (2024). A life span developmental investigation of marriage and problem-drinking reduction . Development and Psychopathology.