Correlated Binary Regression with Covariates Specific to Each Binary Observation

Biometrics ◽  
1988 ◽  
Vol 44 (4) ◽  
pp. 1033 ◽  
Author(s):  
Ross L. Prentice
Keyword(s):  
Binary Regression ◽  
Binary Observation

Bayesian outlier analysis in binary regression

2010 ◽  
Vol 37 (8) ◽  
pp. 1355-1368 ◽  
Author(s):  
Aparecida D.P. Souza ◽  
Helio S. Migon
Keyword(s):  
Outlier Analysis ◽  
Binary Regression

Design effects for binary regression models fitted to dependent data

1993 ◽  
Vol 12 (13) ◽  
pp. 1259-1268 ◽  
Author(s):  
John M. Neuhaus ◽  
Mark R. Segal
Keyword(s):  
Regression Models ◽  
Dependent Data ◽  
Binary Regression ◽  
Design Effects

scholarly journals Application of Binary Regression Analysis in the Prescription Pattern of Antidepressants

2013 ◽  
Vol 1 (1) ◽  
pp. 19
Author(s):  
Indrajit Banerjee ◽  
Indranil Banerjee ◽  
Bedanta Roy ◽  
Brijesh Sathian
Keyword(s):  
Regression Analysis ◽  
Binary Regression ◽  
Prescription Pattern ◽  
Binary Regression Analysis

scholarly journals KONDISI LINGKUNGAN, PERILAKU HIDUP SEHAT, DAN STATUS KESEHATAN BALITA DI INDONESIA

Populasi ◽  
2016 ◽  
Vol 22 (1) ◽  
pp. 76-86
Author(s):  
Sumini Sumini ◽  
Jevri Ardiansyah
Keyword(s):  
Data Analysis ◽  
Health Status ◽  
Health Survey ◽  
Good Condition ◽  
Secondary Data ◽  
Demographic And Health Survey ◽  
Questionnaire Data ◽  
Binary Regression ◽  
Healthy Life ◽  
House Condition

This research aims to study the enviromental condition, healthy life behaviour of mothers and health status of children in Indonesia. This research uses secondary data analysis from Indonesia Demographic and Health Survey 2007. Three main indicators in here are the house condition which sourced from household quesionnaire, healthy life behaviour of mothers and health status of children which sourced from ever married women’s questionnaire. Data was processes and analyzed with desriptive statistic, inference and binary regression. One of the result is that some houses were in good condition although some still did not have latrine facility. Mothers also had performed a healthy life behaviour, such as washing hands before preparing food and did not smoke.Tujuan penelitian ini adalah mengkaji kondisi lingkungan tempat tinggal, perilaku hidup sehat ibu, dan status kesehatan balita di Indonesia. Penelitian ini menggunakan analisis data sekunder dari Survei Demografi dan Kesehatan Indonesia 2007. Tiga indikator utama yang digunakan adalah kondisi tempat tinggal yang diambil dari daftar pertanyaan rumah tangga, perilaku hidup sehat ibu dan status kesehatan balita yang diambil dari daftar pertanyaan perempuan pernah kawin. Data diolah dan dianalisis dengan statistik deskriptif, inferensi, dan regresi binari. Salah satu hasil penelitian ini adalah kondisi tempat tinggal cukup baik walaupun ada yang belum memiliki jamban. Ibu pun terbiasa berperilaku sehat, seperti terbiasa mencuci tangan sebelum mengelola makanan dan tidak merokok.

Bayesian binary regression with exponential power link

2014 ◽  
Vol 71 ◽  
pp. 464-476 ◽  
Author(s):  
L. Naranjo ◽  
J. Martín ◽  
C.J. Pérez
Keyword(s):  
Binary Regression ◽  
Exponential Power

Quantifying Bolus Residue and Its Risks in Children: A Videofluoroscopic Study

2021 ◽  
pp. 1-10
Author(s):  
Isuru Dharmarathna ◽  
Anna Miles ◽  
Jacqui Allen
Keyword(s):  
Strong Association ◽  
Standard Protocol ◽  
Intrarater Reliability ◽  
Clearance Ratio ◽  
Pharyngeal Residue ◽  
Specialized Software ◽  
Pharyngeal Transit ◽  
Pharyngeal Constriction ◽  
Over Time ◽  
Binary Observation

Purpose Postswallow residue is a clinical sign of swallow impairment and has shown a strong association with aspiration. Videofluoroscopy (videofluoroscopic study of swallowing [VFSS]) is commonly used to visualize oropharyngeal swallowing and to identify pharyngeal residue. However, subjective binary observation (present or absent) fails to provide important information on volume or location and lacks objectivity and reproducibility. Reliable judgment of changes in residue over time and with treatment is therefore challenging. We aimed to (a) determine the reliability of quantifying pharyngeal residue in children using the bolus clearance ratio (BCR), (b) determine associations between BCR and other timing and displacement measures of oropharyngeal swallowing, and (c) explore the association between BCR and penetration–aspiration in children. Method In this single-center retrospective observational study, we obtained a set of quantitative and descriptive VFSS measures from 553 children (0–21 years old) using a standard protocol. VFSS data were recorded at 30 frames per second for quantitative analysis using specialized software. Results Good interrater (ICC = .86, 95% CI [.74, .961], p < .001) and excellent intrarater reliability was achieved for BCR (ICC = .97, 95% CI [.91, 1.000], p = 001). Significant correlations between BCR and pharyngeal constriction ratio and total pharyngeal transit time were reported ( p < .05). Using binomial logistic regression modeling, we found BCR was predictive of penetration–aspiration in children, χ 2 (13) = 58.093, p < .001, 64.9%. Children with BCR of ≥ 0.1 were 4 times more likely to aspirate. Conclusion BCR is a reliable, clinically useful measure to quantify postswallow residue in children, which can be used to identify and treat children with swallow impairments, as well as to measure outcomes of intervention.

scholarly journals Integrating random walk and binary regression to identify novel miRNA-disease association

2019 ◽  
Vol 20 (1) ◽  
Author(s):  
Ya-Wei Niu ◽  
Guang-Hui Wang ◽  
Gui-Ying Yan ◽  
Xing Chen
Keyword(s):  
Random Walk ◽  
Disease Association ◽  
Binary Regression ◽  
Novel Mirna

Robust binary regression

2011 ◽  
Vol 141 (4) ◽  
pp. 1497-1509 ◽  
Author(s):  
Sahar Hosseinian ◽  
Stephan Morgenthaler
Keyword(s):  
Binary Regression

Kernel Estimators for Univariate Binary Regression

2004 ◽  
Vol 99 (465) ◽  
pp. 119-126 ◽  
Author(s):  
D. F Signorini ◽  
M. C Jones
Keyword(s):  
Kernel Estimators ◽  
Binary Regression
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