Application of Discriminant Analysis on Broncho-Pulmonary Dysplasia among Infants: A Case Study of UMTH and UDUS Hospitals in Maidguri, Nigeria

Vishwa Nath Maurya; Madaki Umar Yusuf; Vijay Vir Singh; Babagana Modu

doi:doi:10.11648/j.ajtas.s.2015040201.16

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Application of Discriminant Analysis on Broncho-Pulmonary Dysplasia among Infants: A Case Study of UMTH and UDUS Hospitals in Maidguri, Nigeria

Vishwa Nath Maurya, Madaki Umar Yusuf, Vijay Vir Singh, Babagana Modu

Published in American Journal of Theoretical and Applied Statistics (Volume 4, Issue 2-1)

Received: 10 March 2015 Accepted: 10 March 2015 Published: 21 March 2015

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Abstract

Present research paper envisages investigation of the incidence and prevalence of Broncho-Pulmonary Dysplasia among infants in UMTH and UDUS Hospitals in Maidguri, Nigeria. The data used in this research paper were obtained from the University of Maiduguri Teaching Hospital (UMTH), Maiduguri and Usmanu Danfodiyo University Teaching Hospital Sokoto with sample size of Seventy (70) patients in 2014; Fifty (50) patients from Maiduguri and Twenty (20) from Sokoto respectively. Discriminant analysis model was employed for the analysis with the help of SPSS. The result of the analysis indicates that discriminant model has a perfect classification of new cases in Maiduguri while it has misclassified one of five new cases in Sokoto. This result suggests that the prediction of Broncho–Pulmonary Dysplasia (BPD) is better done with discriminant model in Maiduguri. The study recommends that Doctors and Clinics should adopt the use of the models built by this research to detect the prevalence of BPD among infants.

Published in	American Journal of Theoretical and Applied Statistics (Volume 4, Issue 2-1) This article belongs to the Special Issue Scope of Statistical Modeling and Optimization Techniques in Management Decision Making Process
DOI	10.11648/j.ajtas.s.2015040201.16
Page(s)	44-51
Creative Commons	This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited.
Copyright	Copyright © The Author(s), 2015. Published by Science Publishing Group

Keywords

Linear Discriminant Analysis Model, Broncho-Pulmonary Dysplasia (BPD), Infants, Logistic Regression, Dichotomous Factor, Wilks’ Lambda test, Omnibus Chi-Square Test

References

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[2]	Brunnella Alcantara Chagas de freitasi,II; Mirene pelosoi; Guilherme Lobo da silveiraiii; Giana Zarbato Longo, Journal of Clinical research, Prevalence and factors associated with bronchopulmonary dysplasia in a referral hospital in Minas Gerais, Brazil, 2012
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APA Style

Vishwa Nath Maurya, Madaki Umar Yusuf, Vijay Vir Singh, Babagana Modu. (2015). Application of Discriminant Analysis on Broncho-Pulmonary Dysplasia among Infants: A Case Study of UMTH and UDUS Hospitals in Maidguri, Nigeria. American Journal of Theoretical and Applied Statistics, 4(2-1), 44-51. https://doi.org/10.11648/j.ajtas.s.2015040201.16

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ACS Style

Vishwa Nath Maurya; Madaki Umar Yusuf; Vijay Vir Singh; Babagana Modu. Application of Discriminant Analysis on Broncho-Pulmonary Dysplasia among Infants: A Case Study of UMTH and UDUS Hospitals in Maidguri, Nigeria. Am. J. Theor. Appl. Stat. 2015, 4(2-1), 44-51. doi: 10.11648/j.ajtas.s.2015040201.16

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AMA Style

Vishwa Nath Maurya, Madaki Umar Yusuf, Vijay Vir Singh, Babagana Modu. Application of Discriminant Analysis on Broncho-Pulmonary Dysplasia among Infants: A Case Study of UMTH and UDUS Hospitals in Maidguri, Nigeria. Am J Theor Appl Stat. 2015;4(2-1):44-51. doi: 10.11648/j.ajtas.s.2015040201.16

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@article{10.11648/j.ajtas.s.2015040201.16,
  author = {Vishwa Nath Maurya and Madaki Umar Yusuf and Vijay Vir Singh and Babagana Modu},
  title = {Application of Discriminant Analysis on Broncho-Pulmonary Dysplasia among Infants: A Case Study of UMTH and UDUS Hospitals in Maidguri, Nigeria},
  journal = {American Journal of Theoretical and Applied Statistics},
  volume = {4},
  number = {2-1},
  pages = {44-51},
  doi = {10.11648/j.ajtas.s.2015040201.16},
  url = {https://doi.org/10.11648/j.ajtas.s.2015040201.16},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.ajtas.s.2015040201.16},
  abstract = {Present research paper envisages investigation of the incidence and prevalence of Broncho-Pulmonary Dysplasia among infants in UMTH and UDUS Hospitals in Maidguri, Nigeria. The data used in this research paper were obtained from the University of Maiduguri Teaching Hospital (UMTH), Maiduguri and Usmanu Danfodiyo University Teaching Hospital Sokoto with sample size of Seventy (70) patients in 2014; Fifty (50) patients from Maiduguri and Twenty (20) from Sokoto respectively. Discriminant analysis model was employed for the analysis with the help of SPSS. The result of the analysis indicates that discriminant model has a perfect classification of new cases in Maiduguri while it has misclassified one of five new cases in Sokoto. This result suggests that the prediction of Broncho–Pulmonary Dysplasia (BPD) is better done with discriminant model in Maiduguri. The study recommends that Doctors and Clinics should adopt the use of the models built by this research to detect the prevalence of BPD among infants.},
 year = {2015}
}

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TY  - JOUR
T1  - Application of Discriminant Analysis on Broncho-Pulmonary Dysplasia among Infants: A Case Study of UMTH and UDUS Hospitals in Maidguri, Nigeria
AU  - Vishwa Nath Maurya
AU  - Madaki Umar Yusuf
AU  - Vijay Vir Singh
AU  - Babagana Modu
Y1  - 2015/03/21
PY  - 2015
N1  - https://doi.org/10.11648/j.ajtas.s.2015040201.16
DO  - 10.11648/j.ajtas.s.2015040201.16
T2  - American Journal of Theoretical and Applied Statistics
JF  - American Journal of Theoretical and Applied Statistics
JO  - American Journal of Theoretical and Applied Statistics
SP  - 44
EP  - 51
PB  - Science Publishing Group
SN  - 2326-9006
UR  - https://doi.org/10.11648/j.ajtas.s.2015040201.16
AB  - Present research paper envisages investigation of the incidence and prevalence of Broncho-Pulmonary Dysplasia among infants in UMTH and UDUS Hospitals in Maidguri, Nigeria. The data used in this research paper were obtained from the University of Maiduguri Teaching Hospital (UMTH), Maiduguri and Usmanu Danfodiyo University Teaching Hospital Sokoto with sample size of Seventy (70) patients in 2014; Fifty (50) patients from Maiduguri and Twenty (20) from Sokoto respectively. Discriminant analysis model was employed for the analysis with the help of SPSS. The result of the analysis indicates that discriminant model has a perfect classification of new cases in Maiduguri while it has misclassified one of five new cases in Sokoto. This result suggests that the prediction of Broncho–Pulmonary Dysplasia (BPD) is better done with discriminant model in Maiduguri. The study recommends that Doctors and Clinics should adopt the use of the models built by this research to detect the prevalence of BPD among infants.
VL  - 4
IS  - 2-1
ER  -

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Author Information

Vishwa Nath Maurya

Department of Mathematics and Statistics, School of Science & Technology, The University of Fiji, Lautoka, Fiji Islands
Madaki Umar Yusuf

Department of Mathematics and Statistics, Yobe State University, P.M.B 1144, Damaturu, Yobe State, Nigeria
Vijay Vir Singh

Department of Mathematics and Statistics, Yobe State University, P.M.B 1144, Damaturu, Yobe State, Nigeria
Babagana Modu

Department of Mathematics and Statistics, Yobe State University, P.M.B 1144, Damaturu, Yobe State, Nigeria

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APA Style

Vishwa Nath Maurya, Madaki Umar Yusuf, Vijay Vir Singh, Babagana Modu. (2015). Application of Discriminant Analysis on Broncho-Pulmonary Dysplasia among Infants: A Case Study of UMTH and UDUS Hospitals in Maidguri, Nigeria. American Journal of Theoretical and Applied Statistics, 4(2-1), 44-51. https://doi.org/10.11648/j.ajtas.s.2015040201.16

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ACS Style

Vishwa Nath Maurya; Madaki Umar Yusuf; Vijay Vir Singh; Babagana Modu. Application of Discriminant Analysis on Broncho-Pulmonary Dysplasia among Infants: A Case Study of UMTH and UDUS Hospitals in Maidguri, Nigeria. Am. J. Theor. Appl. Stat. 2015, 4(2-1), 44-51. doi: 10.11648/j.ajtas.s.2015040201.16

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AMA Style

Vishwa Nath Maurya, Madaki Umar Yusuf, Vijay Vir Singh, Babagana Modu. Application of Discriminant Analysis on Broncho-Pulmonary Dysplasia among Infants: A Case Study of UMTH and UDUS Hospitals in Maidguri, Nigeria. Am J Theor Appl Stat. 2015;4(2-1):44-51. doi: 10.11648/j.ajtas.s.2015040201.16

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@article{10.11648/j.ajtas.s.2015040201.16,
  author = {Vishwa Nath Maurya and Madaki Umar Yusuf and Vijay Vir Singh and Babagana Modu},
  title = {Application of Discriminant Analysis on Broncho-Pulmonary Dysplasia among Infants: A Case Study of UMTH and UDUS Hospitals in Maidguri, Nigeria},
  journal = {American Journal of Theoretical and Applied Statistics},
  volume = {4},
  number = {2-1},
  pages = {44-51},
  doi = {10.11648/j.ajtas.s.2015040201.16},
  url = {https://doi.org/10.11648/j.ajtas.s.2015040201.16},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.ajtas.s.2015040201.16},
  abstract = {Present research paper envisages investigation of the incidence and prevalence of Broncho-Pulmonary Dysplasia among infants in UMTH and UDUS Hospitals in Maidguri, Nigeria. The data used in this research paper were obtained from the University of Maiduguri Teaching Hospital (UMTH), Maiduguri and Usmanu Danfodiyo University Teaching Hospital Sokoto with sample size of Seventy (70) patients in 2014; Fifty (50) patients from Maiduguri and Twenty (20) from Sokoto respectively. Discriminant analysis model was employed for the analysis with the help of SPSS. The result of the analysis indicates that discriminant model has a perfect classification of new cases in Maiduguri while it has misclassified one of five new cases in Sokoto. This result suggests that the prediction of Broncho–Pulmonary Dysplasia (BPD) is better done with discriminant model in Maiduguri. The study recommends that Doctors and Clinics should adopt the use of the models built by this research to detect the prevalence of BPD among infants.},
 year = {2015}
}

Copy | Download

TY  - JOUR
T1  - Application of Discriminant Analysis on Broncho-Pulmonary Dysplasia among Infants: A Case Study of UMTH and UDUS Hospitals in Maidguri, Nigeria
AU  - Vishwa Nath Maurya
AU  - Madaki Umar Yusuf
AU  - Vijay Vir Singh
AU  - Babagana Modu
Y1  - 2015/03/21
PY  - 2015
N1  - https://doi.org/10.11648/j.ajtas.s.2015040201.16
DO  - 10.11648/j.ajtas.s.2015040201.16
T2  - American Journal of Theoretical and Applied Statistics
JF  - American Journal of Theoretical and Applied Statistics
JO  - American Journal of Theoretical and Applied Statistics
SP  - 44
EP  - 51
PB  - Science Publishing Group
SN  - 2326-9006
UR  - https://doi.org/10.11648/j.ajtas.s.2015040201.16
AB  - Present research paper envisages investigation of the incidence and prevalence of Broncho-Pulmonary Dysplasia among infants in UMTH and UDUS Hospitals in Maidguri, Nigeria. The data used in this research paper were obtained from the University of Maiduguri Teaching Hospital (UMTH), Maiduguri and Usmanu Danfodiyo University Teaching Hospital Sokoto with sample size of Seventy (70) patients in 2014; Fifty (50) patients from Maiduguri and Twenty (20) from Sokoto respectively. Discriminant analysis model was employed for the analysis with the help of SPSS. The result of the analysis indicates that discriminant model has a perfect classification of new cases in Maiduguri while it has misclassified one of five new cases in Sokoto. This result suggests that the prediction of Broncho–Pulmonary Dysplasia (BPD) is better done with discriminant model in Maiduguri. The study recommends that Doctors and Clinics should adopt the use of the models built by this research to detect the prevalence of BPD among infants.
VL  - 4
IS  - 2-1
ER  -

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