Bootstrapping — Topic Summaries
AI-powered summaries of 29 videos about Bootstrapping.
29 summaries
How to Build a Startup Without Funding by Pieter Levels @ Dojo Bali
Bootstrapped startups can scale without venture capital by running a repeatable cycle: solve a problem from personal frustration, ship fast with...
5. Hayes Process Macro - Model 4 | #Mediation Analysis with Single Mediator
A single-mediator mediation model in Hayes’ PROCESS Macro (Model 4) is used to test whether organizational culture affects organizational performance...
#SmartPLS4 Series 22 - How to Run a Simple Mediation Model?
Mediation analysis in SmartPLS4 hinges on a simple idea: an exogenous construct affects a mediator, which then affects an endogenous construct. That...
How to Solve Discriminant Validity Issues in SmartPLS using Standard Deviation Function
Discriminant validity problems in SmartPLS—especially when HTMT values stay unusually high—can persist even after checking cross-loadings or deleting...
#SmartPLS4 Series 35 - Moderated Mediation in SmartPLS (See Description)
SmartPLS 4 now supports moderated (conditional) mediation directly through a built-in “process” tool, eliminating the workaround that was needed in...
#SmartPLS4 Series 21 - Simple Structural Model Analysis/Hypothesis Testing
Structural equation modeling in two stages hinges on a simple idea: first prove the constructs are measured well, then test whether the hypothesized...
How to Validate Formative Model in SmartPLS
Validating formative indicators in SmartPLS starts with a single, practical question: do the indicators suffer from collinearity? In formative...
#SmartPLS4 Series 26 - Mediation Model Analysis with Multiple Mediators
The session lays out a practical workflow for testing mediation with multiple mediators in SmartPLS 4, then demonstrates how to classify each...
#SmartPLS4 Series - 43 - Report SmartPLS4 Results
Reporting SmartPLS results in a research paper boils down to a two-stage workflow: document the measurement model first (reliability, convergent...
20. SPSS AMOS | Assessing Normal Distribution of Data
Normality checks in AMOS matter because structural equation modeling (SEM) typically relies on maximum likelihood estimation (MLE), which performs...
#SmartPLS4 Series 28 - How to Perform Moderation Analysis with Multiple Moderators
Moderation analysis in SmartPLS 4 can be run as part of a single, integrated structural equation model—yet it may still produce a clear outcome: role...
The Concept, Theory, and Process of Mediation in Structural Equation Modelling (SEM)
Mediation in structural equation modeling (especially PLS path models) hinges on one idea: an exogenous construct can affect an endogenous construct...
#SmartPLS4 Series 39 - Moderated Mediation with Multiple Indirect Paths (Model B)
Role ambiguity does not meaningfully moderate the indirect effects in a moderated mediation model with two independent variables, one mediator, and...
#SmartPLS4 Series 19 - How to Report Higher Order Reflective-Formative Construct?
A validated higher-order construct can be reported in SmartPLS 4 only after it clears a specific checklist: redundancy analysis for convergent...
#SmartPLS4 Webinar Day 2: Structural Model Assessment
Structural model assessment in SmartPLS hinges on two linked tasks: checking whether the measurement quality holds up, and then testing whether...
26. SEMinR Lecture Series - Moderation Analysis in R
Moderation analysis in R with semPLS hinges on a two-stage interaction workflow: estimate latent variable scores first, then build the interaction...
Singular Matrix Problem in SmartPLS4
Singular Matrix problems in SmartPLS4 often trace back to variables that don’t provide enough independent information—most commonly dummy-coded...
Robustness Checks #SmartPLS4 - Endogeneity using Gaussian Copula in #SmartPLS4?
Endogeneity checks in SmartPLS4 can be made more reliable by testing not just single paths, but every combination of paths using the Gaussian copula...
31. SEMinR. How to Analyze Categorical Predictor Variables using SEMinR in R?
Categorical predictors in SEMinR can be handled by dummy coding each category and then estimating separate path effects against a chosen reference...
Why Most Founders Talk to the Wrong People First | Founder Fridays
Brand measurement startup Tracksuit built its early traction by treating marketers’ boardroom needs—not founders’ opinions or VC narratives—as the...
CBSEM using #SmartPLS4 | 14 | Mediation Analysis using CBSEM Model in SmartPLS4
Mediation analysis hinges on separating an effect into two parts: a direct path from an independent variable to a dependent variable, and an indirect...
32. SEMinR Lecture Series - Multi-group Analysis (PLS-MGA)
Multi-group analysis in SEMinR (PLS-MGA) lets researchers test whether key path relationships in a PLS-SEM model hold the same across subgroups—here,...
Bootstrap One Way Analysis of Variance (ANOVA) using SPSS
Bootstrap one-way ANOVA in SPSS is presented as a practical workaround when group data violate normality, letting researchers still test whether...
Categorical Predictor Variables in Process using SmartPLS4
SmartPLS4’s PROCESS macro can handle categorical predictor variables directly in a mediation-style model, using bootstrapped path significance to...
27. SEMinR Lecture Series - Reflective-Reflective Higher Order Construct Analysis
Higher-order constructs in SEMinR can be modeled and tested by first validating the lower-order measurement model, then adding the higher-order...
SEMinR - Quick Guide - Mediation Analysis using SEMinR in R
The mediation test hinges on one practical question: does collaborative culture carry the effect of vision onto organizational performance? After...
A GUI Alternative to Hayes #Process Macro in #SmartPLS4
SmartPLS4’s Process option offers a graphical, GUI-based way to run Hayes-style mediation models—without relying on SPSS Process Macro’s common “one...
18. SEMinR Lecture Series - Evaluating Formative Model | Step 3 | Indicator Weights
Formative measurement model evaluation reaches its final checkpoint by testing whether each indicator’s weight is statistically meaningful and...
First Basic Model using GSCA in #SmartPLS
Generalized Structured Component Analysis (GSCA) in SmartPLS is presented as a new way to run structural equation models that estimates path...