Beginning with SEM in lavaan III

This post concludes the translation from LISREL’s to R’s of Iacobucci’s paper: Everything You Always Wanted to Know About SEM (Structural Equations Modeling) But Were Afraid to Ask. This post covers the full structural equation model.
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Beginning with SEM in lavaan III

Beginning with SEM in lavaan II

This post continues the getting started with structural equation modeling series inspired by Dawn Iacobucci’s article: Everything You Always Wanted to Know About SEM (Structural Equations Modeling) But Were Afraid to Ask. In the series, I translate Iacobucci’s LISREL syntax into R lavaan’s.

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Beginning with SEM in lavaan II

Beginning with SEM in lavaan

While reordering some old papers I rediscovered a paper by Dawn Iacobucci introducing structural equation modeling: Everything You Always Wanted to Know About SEM (Structural Equations Modeling) But Were Afraid to Ask. I liked Iacobucci’s introduction to SEM because it was eloquently written, clear and accessible. Moreover, Iacobucci accompanied the paper with a data-set and step-by-step explanation of the syntax to analyze it. This allowed the reproduction of her analysis to all the adventurous readers willing to start with structural equation modeling. Iacobucci used LISREL for the data-analysis and, at the time, I had no access to LISREL. Now, however, with lavaan available, when I encountered the paper again I saw an opportunity to make her approach reproducible by a wider audience since lavaan is available to anyone and its syntax is very intuitive. In this post I translate Iacobucci’s LISREL syntax to lavaan.
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Beginning with SEM in lavaan

Objectifying plant watering

Every spring I struggle with my superpower: killing perfectly healthy plants by watering them too much. Every year, around July or August, I accept the same conclusion: I should give up trying to cultivate plants and, next year, I should spare plants the misery of being nurtured by me. But then spring comes again and brings with it the scent of flowers, the sight, and odor of cooking herbs and therefore the temptation to try again. This year instead of suppressing my craving I will adopt a smarter approach. I bought a sensor to monitor the plants’ moisture which I will use to prevent me from drowning the plants. With the moisture values as a starting base, I will apply the scientific method to the subtle art of watering plants.

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Objectifying plant watering

Can we make it 5?

This follows up on the four dimensions in two dimensions post. I updated the graph adding some functionality, increasing the readability and improving the aesthetics. Moreover, the plot can now transition from a visualization with two categorical variables to one with four. The principle guiding the creation of the graph remains the same: to display as much information as possible into a two-dimensional graph without sacrificing interpretability and maintaining (hopefully) pleasing aesthetics. Because of the addition of the transition effect, I thought it was like adding a new dimension to the four which already existed. Below I describe the implementation of these additions. The graph is made in d3.js and the final plot can be admired here.

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Can we make it 5?

Moka

I wrote this text for my Dutch class. The assignment was to write a text describing a personal experience including some research. It was not meant to be a psychoanalysis session: no research on the personal experience itself. In some sense, the assignment was to write a report, such as a visit to a city, including details on the city’s history, or something along those lines. Recently, I did not visit a city of which I would have like to deepen into its history, art extravaganza or whatnot. However, last week-end I cleaned our moka, the essential coffee percolator in every Italian household. The moka was the perfect subject for this (Dutch-writing) assignment.
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Moka

Web-interface for Delphi Method III

Delphi method, round 2

This post is the third in the series describing the web-interface I created to administer a questionnaire with the Delphi method. In this post I describe the code used to give feedback to the participants in round 2 of the Delphi study on functional magnetic resonance imaging on tinnitus. If you are interested in the previous posts, this post describes the interface for round 1 whereas this post describes (the first part of) the interface for round 2.
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Web-interface for Delphi Method III