Statistical Horizons
Statistical Horizons
  • 16
  • 9 584
Longitudinal Data Analysis Using R: An Introduction to Panel Data with Stephen Vaisey
Learn more and register: statisticalhorizons.com/seminars/longitudinal-data-analysis-using-r/
Get an introduction to panel data in the first hour of Stephen Vaisey's "Longitudinal Data Analysis Using R" seminar. This session lays the groundwork for understanding how longitudinal data can reveal changes over time.
About this Seminar
This course explores key methods for analyzing longitudinal panel data, including mixed models (e.g., latent growth curves), two-period difference-in-differences, fixed-effects models, between-within models, and dynamic panel models. You'll learn about the advantages and disadvantages of these methods, when to use each, and how to implement them in R. By the end, you'll have the tools to model the evolution of outcomes over time and make robust causal inferences.
Learn more and register: statisticalhorizons.com/seminars/longitudinal-data-analysis-using-r/
🔔 Don't forget to subscribe to our channel for more statistical content and updates!
#LongitudinalData #PanelData #RStats #RProgramming #CausalInference #StatisticalHorizons
Переглядів: 227

Відео

Kenneth A. Bollen on Choosing Models for Longitudinal Data Analysis
Переглядів 17314 днів тому
Learn more and register: statisticalhorizons.com/seminars/how-to-choose-a-model-for-longitudinal-data/ Watch the first hour of Kenneth A. Bollen's "How to Choose a Model for Longitudinal Data," where he introduces key concepts in longitudinal data analysis and classic modeling approaches. About this Seminar With a seemingly endless range of possible models to analyze your longitudinal data, how...
Latent Growth Curve Modeling: An Introduction to Longitudinal Data with Dan McNeish
Переглядів 250Місяць тому
Learn more and register: statisticalhorizons.com/seminars/latent-growth-curve-modeling/ Learn key concepts in this first hour of Dan McNeish's "Latent Growth Curve Modeling" seminar! About this Seminar Geared toward graduate students, researchers, and data enthusiasts, this hands-on seminar equips you with the essential theoretical foundation of Latent Growth Curve Modeling (LGCM). We will dive...
Statistical Genetics: Foundations for Genomic Data Analysis with Daniel Adkins
Переглядів 186Місяць тому
Learn more and register: statisticalhorizons.com/seminars/introduction-to-statistical-genetics/ In this one-hour excerpt of Daniel Adkins' "Introduction to Statistical Genetics" seminar, you’ll get an introduction to basic statistical methods in preparation for working with advanced statistics to analyze complex genomic datasets. About this Seminar: This seminar will provide you with a conceptu...
Bayesian Data Analysis: Methods in Advanced Models with Roy Levy
Переглядів 5992 місяці тому
Learn more and register: statisticalhorizons.com/seminars/applied-bayesian-data-analysis-a-second-course/ Explore the first hour of Roy Levy’s seminar, “Applied Bayesian Data Analysis: A Second Course" for a glimpse into how Bayesian methods can enhance your approach to complex data analysis. About this Seminar This seminar is designed for researchers and graduate students who are already famil...
Structural Equation Modeling (SEM) with Rex B. Kline: An Introduction to Methods & Best Practices
Переглядів 9042 місяці тому
Learn more and register: statisticalhorizons.com/seminars/structural-equation-modeling-done-right/ Begin learning about structural equation models (SEM) in this 1-hour video from Rex B. Kline's longer seminar, "Structural Equation Modeling Done Right"! About the seminar: This introductory seminar will show you how to distinguish your own SEM work by avoiding common mistakes and following best p...
Fully Bayesian Treatment of Missing Data with Paul Allison
Переглядів 1432 місяці тому
Paul Allison, author of Missing Data (Quantitative Applications in the Social Sciences), introduces a new method for handling missing data: Fully Bayesian Analysis. To learn more about missing data, check out his Missing Data: On Demand seminar: statisticalhorizons.com/seminars/missing-data-on-demand/ 🔔 Don't forget to subscribe to our channel for more statistical content and updates! #MissingD...
Intro to Multilevel Models: Exploring Variance in Nested Data with Stephen Vaisey
Переглядів 2782 місяці тому
Learn more and register: statisticalhorizons.com/seminars/multilevel-and-mixed-models-using-stata/ In the first hour of Stephen Vaisey's "Multilevel and Mixed Models Using Stata" seminar, explore key concepts related to variance, setting the foundation for a deeper dive into multilevel modeling. About the Seminar: This course provides a hands-on introduction to multilevel models, focusing on hi...
Propensity Score Analysis: Get Started with Treatment Effect Estimation with Shenyang Guo
Переглядів 4303 місяці тому
Learn more and register: statisticalhorizons.com/seminars/propensity-score-analysis-basics/ Join Professor Shenyang Guo for the first hour of "Propensity Score Analysis: Basics"! Learn about the background of propensity score methods and set the stage for the full seminar. About this seminar: Propensity score analysis (PSA) is used to evaluate the effects of treatments or interventions when usi...
Bayesian Data Analysis: Get Started with Roy Levy
Переглядів 2,5 тис.4 місяці тому
Learn more and register: statisticalhorizons.com/seminars/applied-bayesian-data-analysis/ This video introduces the 1st hour of our popular seminar, "Applied Bayesian Data Analysis" taught by Roy Levy. About this seminar: Over the last 25 years, Bayesian methods have transformed statistics, enabling intuitive probability statements and the integration of diverse data types. This seminar covers ...
Introduction to Time Series Analysis: Practical Methods Explained with Daniel J. Henderson
Переглядів 7344 місяці тому
Learn more and register: statisticalhorizons.com/seminars/time-series-analysis/ Statistical Horizons presents the first hour of Daniel J. Henderson's "Time Series Analysis" seminar! About this seminar: Time series data are extremely common in both the social and natural sciences, but they require specialized methods of analysis. This seminar introduces time series methods for both univariate an...
Causal Inference with Machine Learning: An Introduction with Ashley Naimi
Переглядів 6845 місяців тому
Learn more and register: statisticalhorizons.com/seminars/machine-learning-for-estimating-causal-effects/ Dive into the first hour of Dr. Ashley Naimi's "Machine Learning for Estimating Causal Effects" seminar! About this seminar: In this 14-hour hands-on seminar, Dr. Naimi will show you how to minimize biases that result from improper use of machine learning methods to answer practical questio...
Introduction to Difference-in-Differences (DiD): Panel Data and Fixed Effects Models Explained
Переглядів 8465 місяців тому
Learn more and register: statisticalhorizons.com/seminars/difference-in-differences/ Welcome to the 1st hour of Gonzalo Vazquez-Bare's Difference in Differences seminar! In this video, we introduce Difference-in-Differences (DiD) methods, a powerful tool for causal inference, and explore the basics of panel data and fixed effects models. Seminar Description: This seminar covers the statistical ...
Introduction to Categorical Data Analysis: Understanding Nonlinear Effects with Trenton Mize
Переглядів 3046 місяців тому
Learn more and register: statisticalhorizons.com/seminars/categorical-data-analysis/ This 1-hour excerpt from Dr. Trenton Mize's Categorical Data Analysis seminar provides an essential overview of categorical data and its applications in various fields, such as behavioral, health, and social sciences. Dr. Mize explains the concept of nonlinear effects, particularly in binary outcomes, and offer...
Introduction to Machine Learning Methods with Bruce Desmarais
Переглядів 6457 місяців тому
Learn more and register: statisticalhorizons.com/seminars/machine-learning/ Welcome to Statistical Horizons' comprehensive seminar on Machine Learning! In this excerpt, Professor Bruce Desmarais delivers an easy-to-follow lecture on machine learning basics, offering valuable insights into its principles, applications, ethical considerations, and more. If you are interested in taking a data-driv...
A Short Introduction to R
Переглядів 7373 роки тому
A Short Introduction to R

КОМЕНТАРІ

  • @anhtho9378
    @anhtho9378 22 дні тому

    Interesting explanation even though the main part was not presented

  • @gregoriocuesta5551
    @gregoriocuesta5551 2 місяці тому

    A state of te art lesson on Bayesian world. Thanks much.

  • @metarus208
    @metarus208 4 місяці тому

    very informative Steve