# Full List of Past Statistically Speaking Webinar Titles

### Past Webinar Titles from Statistically Speaking

• A Gentle Introduction to Multilevel Models
• The Anatomy of an ANOVA Table
• How to Avoid Some Common Graphical Mistakes
• Practical Advice for Establishing Reliability and Validity
• Reporting Structural Equation Modeling Results
• Interpretation of Effect Size Statistics
• Elements of Experimental Design
• Writing Up Statistical Results: Basic Concepts and Best Practices
• A Predictive Modeling Primer: Regression and Beyond
• Multiple Imputation for Missing Data
• Non-Parametric Analyses
• Determining Levels of Measurement: What Lies Beneath the Surface
• What’s the Best Statistical Package for You?
• Model Building Approaches
• Those Darn Ratios!
• Meta-analysis
• Latent Growth Curve Analysis
• Generalized Linear Models
• Power Analysis and Sample Size Determination Using Simulation
• Logistic Regression for Count and Proportion Data
• The Fundamentals of Sample Size Calculations
• Adjustments for Multiple Testing? When and How to Handle Multiplicity
• Tests of Equivalence and Non-Inferiority
• Using Transformations to Improve Your Linear Regression Model
• Marginal Means, Your New Best Friend
• A Primer on Exponents & Logarithms for the Data Analyst
• Model Fit Statistics in Structural Equation Modeling
• A Data Analyst’s Guide to Methods and Tools for Reproducible Research
• A Quick Introduction to Weighting in Complex Samples
• Quantile Regression: Going Beyond the Mean
• Making Sense of Statistical Distributions
• The Multi-Faceted World of Residuals
• Mediated Moderation and Moderated Mediation: What’s the Difference?
• Crossed and Nested Factors
• Segmented Regression
• Statistical Rules of Thumb
• Confirmatory Factor Analysis
• Communicating Statistical Results to Non-Statisticians
• A Gentle Introduction to Generalized Linear Mixed Models – Part 2
• The LASSO Regression Model
• A Gentle Introduction to Generalized Linear Mixed Models
• Cox Regression
• Small Sample Statistics
• Working with Truncated and Censored Data
• Zero Inflated Models
• Communicating Statistical Results: When to Use Tables vs Graphs to Tell the Data’s Story
• An Introduction to Kaplan-Meier Curves
• Inter-Rater Reliability
• (Just About) Everything You Need To Know Before Starting a Survey
• Analysis of Ordinal Variables — Options Beyond Nonparametrics
• A Gentle Introduction to Propensity Score Adjustments and Analysis
• Mixture Models in Longitudinal Data Analysis
• Correspondence Analysis
• Smoothing
• Latent Class Analysis
• An Overview of Effect Size Statistics and Why They Are So Important
• A Gentle Introduction to Bayesian Data Analysis
• Transformations and Nonlinear Effects in Linear Models
• Confidence Intervals
• Count Models
• Probability Rules and Applications
• ANCOVA (Analysis of Covariance)
• Introduction to Time Series Analysis
• Matrix Algebra for Data Analysts: A Primer
• ROC Curves
• Resampling Techniques
• Dummy and Effect Coding
• Classification and Regression Trees
• Multiple Comparisons
• Cluster Analysis: Hierarchical and KMeans
• Introduction to Structural Equation Modeling
• Multicollinearity
• Discrete Time Event History Analysis
• Interactions in ANOVA and Regression Models, Part 2
• Interactions in ANOVA and Regression Models
• Complex Survey Sampling — An Overview
• Mediation
• Outliers and Influential Points
• Item Response Theory and Rasch Models
• Measures of Association: Beyond Pearson’s Correlation
• MANOVA
• Using Excel to Graph Predicted Values from Regression Models
• Hierarchical Regressions
• Exploratory Factor Analysis
• Types of Regression Models and When to Use Them