A case for beta regression in the natural sciences
EA Geissinger, CLL Khoo, IC Richmond… - …, 2022 - Wiley Online Library
Data in the natural sciences are often in the form of percentages or proportions that are
continuous and bounded by 0 and 1. Statistical analysis assuming a normal error structure …
continuous and bounded by 0 and 1. Statistical analysis assuming a normal error structure …
How much change is enough? Evidence from a longitudinal study on depression in UK primary care
Background The Patient Health Questionnaire (PHQ-9), the Beck Depression Inventory (BDI-
II) and the Generalised Anxiety Disorder Assessment (GAD-7) are widely used in the …
II) and the Generalised Anxiety Disorder Assessment (GAD-7) are widely used in the …
Gene signatures of quiescent glioblastoma cells reveal mesenchymal shift and interactions with niche microenvironment
Background Glioblastoma (GBM), a highly malignant brain tumor, invariably recurs after
therapy. Quiescent GBM cells represent a potential source of tumor recurrence, but little is …
therapy. Quiescent GBM cells represent a potential source of tumor recurrence, but little is …
[BOOK][B] Generalized linear models for categorical and continuous limited dependent variables
M Smithson, EC Merkle - 2013 - books.google.com
Generalized Linear Models for Categorical and Continuous Limited Dependent Variables is
designed for graduate students and researchers in the behavioral, social, health, and …
designed for graduate students and researchers in the behavioral, social, health, and …
Compositional data analysis tutorial.
M Smithson, SB Broomell - Psychological Methods, 2024 - psycnet.apa.org
This article presents techniques for dealing with a form of dependency in data arising when
numerical data sum to a constant for individual cases, that is,“compositional” or “ipsative” …
numerical data sum to a constant for individual cases, that is,“compositional” or “ipsative” …
Characterizing temporal trends in populations exposed to aircraft noise around US airports: 1995–2015
Background Aircraft noise is a key concern for communities surrounding airports, with
increasing evidence for health effects and inequitable distributions of exposure. However …
increasing evidence for health effects and inequitable distributions of exposure. However …
Longitudinal beta regression models for analyzing health-related quality of life scores over time
M Hunger, A Döring, R Holle - BMC medical research methodology, 2012 - Springer
Background Health-related quality of life (HRQL) has become an increasingly important
outcome parameter in clinical trials and epidemiological research. HRQL scores are …
outcome parameter in clinical trials and epidemiological research. HRQL scores are …
Multidimensional item response theory models for testlet-based doubly bounded data
CW Liu - Behavior Research Methods, 2024 - Springer
A testlet-based visual analogue scale (VAS) is a doubly bounded scaling approach (eg, from
0% to 100% or from 0 to 1) composed of multiple adjectives, nouns, or sentences …
0% to 100% or from 0 to 1) composed of multiple adjectives, nouns, or sentences …
[HTML][HTML] Impact of pictorial warning labels on meat meal selection: A randomised experimental study with UK meat consumers
JP Hughes, M Weick, M Vasiljevic - Appetite, 2023 - Elsevier
Meat consumption has been linked to adverse health consequences, worsening climate
change, and the risk of pandemics. Meat is however a popular food product and dissuading …
change, and the risk of pandemics. Meat is however a popular food product and dissuading …
[HTML][HTML] Measurement of symptom change following web-based psychotherapy: statistical characteristics and analytical methods for measuring and interpreting …
Background: Accurate measurement of treatment-related change is a key part of
psychotherapy research and the investigation of treatment efficacy. For this reason, the …
psychotherapy research and the investigation of treatment efficacy. For this reason, the …