Exploration of principal component analysis: deriving principal component analysis visually using spectra

JR Beattie, FWL Esmonde-White - Applied Spectroscopy, 2021 - journals.sagepub.com
Spectroscopy rapidly captures a large amount of data that is not directly interpretable.
Principal component analysis is widely used to simplify complex spectral datasets into …

Spatiotemporal gait parameters and recurrent falls in community-dwelling elderly women: a prospective study

BS Moreira, RF Sampaio, RN Kirkwood - Brazilian journal of physical …, 2014 - SciELO Brasil
BACKGROUND: Falling is a common but devastating and costly problem of aging. There is
no consensus in the literature on whether the spatial and temporal gait parameters could …

Home-based gait speed and the association with sociodemographic and anthropometric variables: A national study (ELSI-Brazil)

B de Souza Moreira, AC de Souza Andrade… - Geriatric Nursing, 2023 - Elsevier
Objectives To investigate home-based gait speed performance for men and women stratified
by age group and its associations with sociodemographic and anthropometric variables …

The slowing down phenomenon: What is the age of major gait velocity decline?

RN Kirkwood, B de Souza Moreira, SA Mingoti… - Maturitas, 2018 - Elsevier
Decreased gait velocity is associated with limited mobility, community participation, cognitive
decline, and increased risk of falls in elderly women. Therefore, early detection of reduced …

Spatiotemporal and variability gait data in community-dwelling elderly women from Brazil

RN Kirkwood, HA Gomes, RF Sampaio… - Brazilian Journal of …, 2016 - SciELO Brasil
Background Gait is an extremely complex motor task; therefore, gait data should encompass
as many gait parameters as possible. Objective To provide reference values for gait …

Perception of students about alcohol consumption and illicit drugs

EAM Freitas, MAV Luis - Acta Paulista de Enfermagem, 2015 - SciELO Brasil
Methods: We developed an observational cross-sectional study, using a descriptive and
qualitative approach, through the adoption of a focus group technique. The participants were …

[HTML][HTML] Percepção de estudantes sobre consumo de bebidas alcoólicas e drogas ilícitas

EAM Freitas, MAV Luis - Acta Paulista de Enfermagem, 2015 - SciELO Brasil
Objetivo Compreender a percepção de estudantes do ensino médio sobre o consumo de
bebidas alcoólicas e drogas ilícitas. Métodos Foi desenvolvido estudo observacional …

Principal component analysis (PCA) and visualization using Python (Detailed guide with example)

RS Blog - reneshbedre.com
PCA is a classical multivariate (unsupervised machine learning) non-parametric
dimensionality reduction method that used to interpret the variation in high-dimensional …

[PDF][PDF] A Proposal for Footprints Classification in Gait Patterns based on the trajectory of Centres of Pressure

M Rudek, NM Silva - 2019 - eventiotic.com
The pressure map measured under foot by the contact with the ground is an essential tool to
provide information how everyone is moving. Among all spatial and temporal data whose …

Perception of students about alcohol consumption and illicit drugs.

E Aparecida Maciel de Freitas… - Acta Paulista de …, 2015 - search.ebscohost.com
Methods: We developed an observational cross-sectional study, using a descriptive and
qualitative approach, through the adoption of a focus group technique. The participants were …