Bayesian statistics and modelling

R van de Schoot, S Depaoli, R King, B Kramer… - Nature Reviews …, 2021 - nature.com
Bayesian statistics is an approach to data analysis based on Bayes' theorem, where
available knowledge about parameters in a statistical model is updated with the information …

[PDF][PDF] Small samples in multilevel modeling

J Hox, D McNeish - Small sample size solutions, 2020 - library.oapen.org
When thinking about sample size in multilevel modeling, it is important to realize that there
are potential sample size issues at several distinct levels. The concern is usually about the …

Understanding international and domestic travel intention of Indian travellers during COVID-19 using a Bayesian approach

SS Das, AK Tiwari - Tourism Recreation Research, 2021 - Taylor & Francis
This study investigated travel intentions of 484 international and 566 domestic travellers
during COVID-19 pandemic using Bayesian structural equation modelling and the extended …

Do chatbots establish “humanness” in the customer purchase journey? An investigation through explanatory sequential design

YK Dwivedi, J Balakrishnan… - Psychology & …, 2023 - Wiley Online Library
Chatbots incorporate various behavioral and psychological marketing elements to satisfy
customers at various stages of their purchase journey. This research follows the foundations …

Measurement invariance of the Burnout Assessment Tool (BAT) across seven cross-national representative samples

LT De Beer, WB Schaufeli, H De Witte… - International journal of …, 2020 - mdpi.com
The aim of this study was to investigate the measurement invariance of the Burnout
Assessment Tool (BAT) across seven cross-national representative samples. In this study …

Assumptions in structural equation modeling

RB Kline - Handbook of structural equation modeling, 2012 - books.google.com
“Your assumptions are your windows on the world. Scrub them off every once in a while or
the light won't come in. If you challenge your own, you won't be so quick to accept the …

Moderating effects of personal innovativeness and driving experience on factors influencing adoption of BEVs in Malaysia: An integrated SEM–BSEM approach

H Khazaei, MA Tareq - Heliyon, 2021 - cell.com
Electric cars are relatively in the early stage of acceptance in Malaysia, the purpose of the
current research was to determine the factors affecting the adoption of battery electric …

Catching up on multilevel modeling

L Hoffman, RW Walters - Annual Review of Psychology, 2022 - annualreviews.org
This review focuses on the use of multilevel models in psychology and other social sciences.
We target readers who are catching up on current best practices and sources of controversy …

[图书][B] Small sample size solutions: A guide for applied researchers and practitioners

R Van de Schoot, M Miocević - 2020 - library.oapen.org
Researchers often have difficulties collecting enough data to test their hypotheses, either
because target groups are small or hard to access, or because data collection entails …

On the performance of Bayesian approaches in small samples: A comment on Smid, McNeish, Miocevic, and van de Schoot (2020)

S Zitzmann, O Lüdtke, A Robitzsch… - … Equation Modeling: A …, 2021 - Taylor & Francis
This journal recently published a systematic review of simulation studies on the performance
of Bayesian approaches for estimating latent variable models in small samples. The authors …