NDLI: Derivation of the Binary Logistic Algorithm

Content Provider	Scilit
Author	Hilbe, Joseph M.
Copyright Year	2009
Description	It is important to have an overview of how the logistic model is derived from the Bernoulli probability distribution function, which we have already seen is a subset of the general binomial PDF. In this chapter we shall derive the statistical functions required for the logistic regression algorithm from the Bernoulli PDF. In the process we address functions that are important to model convergence and the estimation of appropriate parameter estimates and standard errors. Moreover, various statistics will emerge that are important when assessing the fi t or worth of the model. Book Name: Logistic Regression Models
Related Links	https://content.taylorfrancis.com/books/download?dac=C2009-0-08057-1&isbn=9780429149139&doi=10.1201/9781420075779-6&format=pdf
Ending Page	90
Page Count	10
Starting Page	81
DOI	10.1201/9781420075779-6
Language	English
Publisher	Informa UK Limited
Publisher Date	2009-05-11
Access Restriction	Open
Subject Keyword	Book Name: Logistic Regression Models
Content Type	Text
Resource Type	Chapter

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in