Download Maximum Likelihood Estimation and Inference: With Examples in R, SAS and ADMB (Statistics in Practice) PDF Free - Full Version
Download Maximum Likelihood Estimation and Inference: With Examples in R, SAS and ADMB (Statistics in Practice) by Russell B. Millar in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Maximum Likelihood Estimation and Inference: With Examples in R, SAS and ADMB (Statistics in Practice)
This book takes a fresh look at the popular and well-established method of maximum likelihood for statistical estimation and inference. It begins with an intuitive introduction to the concepts and background of likelihood, and moves through to the latest developments in maximum likelihood methodology, including general latent variable models and new material for the practical implementation of integrated likelihood using the free ADMB software. Fundamental issues of statistical inference are also examined, with a presentation of some of the philosophical debates underlying the choice of statistical paradigm.Key features:Provides an accessible introduction to pragmatic maximum likelihood modelling.Covers more advanced topics, including general forms of latent variable models (including non-linear and non-normal mixed-effects and state-space models) and the use of maximum likelihood variants, such as estimating equations, conditional likelihood, restricted likelihood and integrated likelihood.Adopts a practical approach, with a focus on providing the relevant tools required by researchers and practitioners who collect and analyze real data.Presents numerous examples and case studies across a wide range of applications including medicine, biology and ecology.Features applications from a range of disciplines, with implementation in R, SAS and/or ADMB.Provides all program code and software extensions on a supporting website.Confines supporting theory to the final chapters to maintain a readable and pragmatic focus of the preceding chapters. This book is not just an accessible and practical text about maximum likelihood, it is a comprehensive guide to modern maximum likelihood estimation and inference. It will be of interest to readers of all levels, from novice to expert. It will be of great benefit to researchers, and to students of statistics from senior undergraduate to graduate level. For use as a course text, exercises are provided at the end of each chapter.
Detailed Information
| Author: | Russell B. Millar |
|---|---|
| Publication Year: | 2011 |
| ISBN: | 9780470094822 |
| Pages: | 366 |
| Language: | English |
| File Size: | 2.378 |
| Format: | |
| Price: | FREE |
Safe & Secure Download - No registration required
Why Choose PDFdrive for Your Free Maximum Likelihood Estimation and Inference: With Examples in R, SAS and ADMB (Statistics in Practice) Download?
- 100% Free: No hidden fees or subscriptions required for one book every day.
- No Registration: Immediate access is available without creating accounts for one book every day.
- Safe and Secure: Clean downloads without malware or viruses
- Multiple Formats: PDF, MOBI, Mpub,... optimized for all devices
- Educational Resource: Supporting knowledge sharing and learning
Frequently Asked Questions
Is it really free to download Maximum Likelihood Estimation and Inference: With Examples in R, SAS and ADMB (Statistics in Practice) PDF?
Yes, on https://PDFdrive.to you can download Maximum Likelihood Estimation and Inference: With Examples in R, SAS and ADMB (Statistics in Practice) by Russell B. Millar completely free. We don't require any payment, subscription, or registration to access this PDF file. For 3 books every day.
How can I read Maximum Likelihood Estimation and Inference: With Examples in R, SAS and ADMB (Statistics in Practice) on my mobile device?
After downloading Maximum Likelihood Estimation and Inference: With Examples in R, SAS and ADMB (Statistics in Practice) PDF, you can open it with any PDF reader app on your phone or tablet. We recommend using Adobe Acrobat Reader, Apple Books, or Google Play Books for the best reading experience.
Is this the full version of Maximum Likelihood Estimation and Inference: With Examples in R, SAS and ADMB (Statistics in Practice)?
Yes, this is the complete PDF version of Maximum Likelihood Estimation and Inference: With Examples in R, SAS and ADMB (Statistics in Practice) by Russell B. Millar. You will be able to read the entire content as in the printed version without missing any pages.
Is it legal to download Maximum Likelihood Estimation and Inference: With Examples in R, SAS and ADMB (Statistics in Practice) PDF for free?
https://PDFdrive.to provides links to free educational resources available online. We do not store any files on our servers. Please be aware of copyright laws in your country before downloading.
The materials shared are intended for research, educational, and personal use in accordance with fair use principles.
