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Free Ebook Statistical Learning with Sparsity: The Lasso and Generalizations (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

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Statistical Learning with Sparsity: The Lasso and Generalizations (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Free Ebook Statistical Learning with Sparsity: The Lasso and Generalizations (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

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Review

"The authors study and analyze methods using the sparsity property of some statistical models in order to recover the underlying signal in a dataset. They focus on the Lasso technique as an alternative to the standard least-squares method."―Zentralblatt MATH 1319 "The book includes all the major branches of statistical learning. For each topic, the authors first give a concise introduction of the basic problem, evaluate conventional methods, pointing out their deficiencies, and then introduce a method based on sparsity. Thus, the book has the potential to be the standard textbook on the topic."―Anand Panangadan, California State University, Fullerton "It always first discusses regularized models based on equations, followed by example applications, before ending with a bibliography section detailing the historical development of the given method. Software recommendations (mostly open source R packages) are typically provided either in the main part or bibliography section of each chapter. And each chapter concludes with a set of selected exercises meant to deepen the gained knowledge on the given subject, which of course is of great help for teachers of statistics. For these reasons, we congratulate the authors of Statistical Learning with Sparsity and recommend the book to all statistically-inclined readers from intermediate to expert levels. In addition, it is worth pointing out that even for non-statisticians, the book is able to demonstrate,based on numerous real-world examples, the power of regularization."―Ivan Kondofersky and Fabian J. Theis, Institute for Computational Biology

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About the Author

Trevor Hastie is the John A. Overdeck Professor of Statistics at Stanford University. Prior to joining Stanford University, Professor Hastie worked at AT&T Bell Laboratories, where he helped develop the statistical modeling environment popular in the R computing system. Professor Hastie is known for his research in applied statistics, particularly in the fields of data mining, bioinformatics, and machine learning. He has published five books and over 180 research articles in these areas. In 2014, he received the Emanuel and Carol Parzen Prize for Statistical Innovation. He earned a PhD from Stanford University. Robert Tibshirani is a professor in the Departments of Statistics and Health Research and Policy at Stanford University. He has authored five books, co-authored three books, and published over 200 research articles. He has made important contributions to the analysis of complex datasets, including the lasso and significance analysis of microarrays (SAM). He also co-authored the first study that linked cell phone usage with car accidents, a widely cited article that has played a role in the introduction of legislation that restricts the use of phones while driving. Professor Tibshirani was a recipient of the prestigious COPSS Presidents’ Award in 1996 and was elected to the National Academy of Sciences in 2012. Martin Wainwright is a professor in the Department of Statistics and the Department of Electrical Engineering and Computer Sciences at the University of California, Berkeley. Professor Wainwright is known for theoretical and methodological research at the interface between statistics and computation, with particular emphasis on high-dimensional statistics, machine learning, graphical models, and information theory. He has published over 80 papers and one book in these areas, received the COPSS Presidents’ Award in 2014, and was a section lecturer at the International Congress of Mathematicians in 2014. He received PhD in EECS from the Massachusetts Institute of Technology (MIT).

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Product details

Series: Chapman & Hall/CRC Monographs on Statistics and Applied Probability (Book 143)

Hardcover: 367 pages

Publisher: Chapman and Hall/CRC; 1 edition (May 7, 2015)

Language: English

ISBN-10: 1498712169

ISBN-13: 978-1498712163

Product Dimensions:

6.2 x 1 x 9.2 inches

Shipping Weight: 1.6 pounds (View shipping rates and policies)

Average Customer Review:

4.8 out of 5 stars

8 customer reviews

Amazon Best Sellers Rank:

#315,578 in Books (See Top 100 in Books)

This book is about bet on sparsity. In Machine Learning, there are plenty of approaches that might work on data of interest. The accent is on cases p>>n and one wants to get more interpretable models.

Very helpful!! Exactly what I need, how I wish I could have found it earlier.

Great book!

Great product, fast delivery, thanks!

Awesome! This book is right on time. But it. Read it.

Hastie and Tibshirani are machine learning superstars and I believe this new resource will play an important role in statistical learning just like their previous texts. The timing is perfect for a deep look at the lasso as big data is placing stringent requirements on how enterprise data assets are being used for strategic advantage.

The statistics/machine learning community has been bombarded with so many variants of LASSO, for so many different types of methodology, without any general, unifying treatment of ths subject. The result is more confusion than insight. This book fills that void, and is sure to be much cited as a reference. It will be quite useful to me.

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Statistical Learning with Sparsity: The Lasso and Generalizations (Chapman & Hall/CRC Monographs on Statistics and Applied Probability) PDF

Statistical Learning with Sparsity: The Lasso and Generalizations (Chapman & Hall/CRC Monographs on Statistics and Applied Probability) PDF

Statistical Learning with Sparsity: The Lasso and Generalizations (Chapman & Hall/CRC Monographs on Statistics and Applied Probability) PDF

Statistical Learning with Sparsity: The Lasso and Generalizations (Chapman & Hall/CRC Monographs on Statistics and Applied Probability) PDF

PDF Ebook City of Fallen Angels: The Mortal Instruments, Book 4

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City of Fallen Angels: The Mortal Instruments, Book 4

PDF Ebook City of Fallen Angels: The Mortal Instruments, Book 4

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Audible Audiobook

Listening Length: 12 hours and 39 minutes

Program Type: Audiobook

Version: Unabridged

Publisher: Simon & Schuster Audio

Audible.com Release Date: April 5, 2011

Whispersync for Voice: Ready

Language: English, English

ASIN: B004V6AUUY

Amazon Best Sellers Rank:

A confusing tale where despite the HEA Clary and Jace hardly spend any time together in this book. Despite spouting that he loves her and wants to be with her he obviously means "not right now" as he avoids her like the plague."SPOILER ALERT"If I had just died I would have wanted to be with the people I loved no matter what so his behaviour was annoying and frustrating to read. Surely working things out together makes more sense but he just stumbled around making mistake after mistake and putting everyone else in danger. Clary has no idea what is going on apart from thinking he does not love her anymore so the relationship is a bigger train wreck than before if that is even possible. Simon needs to man up and "grow a pair" as he is so wimpy yet he is this invincible being and lets everyone fight his battles for him. Isabelle is her usual arrogant self so she her character stayed the same and at least she is willing to fight for her friends although her double standards are annoying. Alec and Magnus are finally a couple but I would have liked to read more of them in this book as they were absent for most of it and some better fight scenes would have kept the story moving. Luke and Joselyn are getting married finally but then nothing? A lot of loose ends in this book and if only these characters talked to each other there would be less problems for them to face alone and they do not seem to learn from their mistakes. Hopefully things will progress in the next book which I am still debating as to whether I will read on.

Wow! I'm glad Cassandra Clare continued the Mortal Instruments series!City of Fallen Angels by Cassandra Clare, the fourth book of The Mortal Instruments series, opens as Clary is working hard on her training while Simon is unsure of how to be a vampire and all that it entails. Camille, a vampire clan leader, reaches out to Simon to request that he joins her. Simon doesn’t want to but he’s having a difficult time fitting in anywhere. Shadowhunters are being murdered and Simon has been threatened several times. The Shadowhunters are trying to figure out the murders but only Jace and Kyle, Simon’s roommate, know about the attacks on Simon. Both of them are now Simon’s bodyguards. We are introduced to Lilith in depth and Simon, Jace and Clary are spun in circles. With one surprise after another, City of Fallen Angels packs as much suspense and action as the first three books in The Mortal Instruments series and that last line, whoa! 5 stars!

This is the last book I had to read for my read-a-thon I did this week. I tried to get through as much of it as I could and even though I didn't get it done during it, I did finish it the next morning after it ended. I am flying through this series because I can't stop even if I tried. I spend my days that I can't read at the time thinking about it.I like where the story picks up. It does in a way of joy and then Jace starts to pull back and we know why, but no one else does. So most of the rest of the book is trying to find out when Jace is going to finally let it all out.The book definitely takes a turn at the end. You have a feeling you kind of know why things are happening, but in the end it definitely wasn't what I thought. There is some parts that are connected to it, but not in ways I had imagined.Clare leaves it off in a way that you pretty much HAVE to pick up the next book. I need to know what happens and I already know after the 5th book I am going to be really upset having to wait for the final book to come out in 2014. I might even re-read the series before it comes out just so I can jump right into the last one.I love how the characters continue to become a part of you and grow not only has an individual but as a group of not only friends but becoming a family as well. I don't want to say much more than that without ruining the book for you all.It wasn't my favorite out of the series, I definitely enjoyed it and I still give it 5 stars, but I think book 3 is still my favorite. I still felt like the series could have ended there and I loved the happy ending that it gave in more ways than one. I am still hoping for that happy ending with the end of the series.This book definitely leaves you with a feeling of dread of what is going to happen at the end of it. I pretty much just set the book down and stared up and wanted to yell no, but knew I would scare my dog if I did, so I did the next best thing. I got up, went to my bookshelf, grabbed book 5, then walked in here to write this for you all :)I know this isn't the best review, I am horrible at writing reviews on series and trying not to give spoilers for you all. I just hope you see my sincerity that I loved this book and I love the series. So many said it wasn't good after the 3rd book and that had me scared, but for me I still love the series, and I hope that remains the case after book 5 and 6.

Cassandra Clare is a good story teller. It’s just that my disappointment comes from her description in her forward in the first book was that the Shadowhunters were based in Old Testament teachings of there actually having been Angels on the Earth that mated with human women; their offspring were considered Hybrids and capable of heroic acts. They were not the “fallen” angels. Jewish historians corroborate most everything written in the Bible. Of course, the books are works of fiction, but by the forward of the third book (the book before this one) she seems to backpedal and say The Nephilim were myths and monsters, which is not what it says in the Bible and is not factual. What she had said in the foreward of her first book was what had captivated me. Now, it seems she went over to the dark side and her characters followed, so it’s like just another Twilight or Occult Series.

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Ebook Free Team Leadership and Partnering in Nursing and Health Care

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From the Back Cover

"Teamwork is an undisputed asset for reducing nursing and medical errors, improving quality of patient care, resolving workload issues, building cohesion, and avoiding burnout. This text helps to foster the leadership expertise and partnerships that will facilitate the delivery of the highest-quality care. It is the only text available to focus in depth on building and maintaining effective partnerships, motivating and developing others in the team, organizational analysis, strategizing, communicating, planning and managing change, measuring team and partnership effectiveness through metrics, and leveraging results within and outside of the organization. Case studies across a variety of organizations and environments and drawn from years of nursing team and leadership training, illuminate key points and provide readers with real life examples of the application of key concepts. These include such scenarios as developing a team to create, implement and evaluate a nurse residency program in a large tertiary hospital; creating a cross-agency public health team to plan and deploy rural H1N1 responses; founding a multi-campus team for the creation and implementation of a new BSN curriculum; and leadership in a partnership to support the legislative creation of a nursing workforce center. Authored by a noted expert in education, team building, and policy making in nursing and health care, the book will be of value to emerging and seasoned leaders and graduate educators and students, including CNL, DNP, and NPs. Key Features: Examines, in depth, team leadership and professional, clinical, and educational partnering in and for nursing Features real-life case studies in diverse practice and academic centers Offers a practical approach to applying team leadership and partnership concepts when facilitating health care change Reviews team models and skills, how to take action, issues and challenges along the way, measuring results, and applying leverage to sustain gains "

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Product details

Paperback: 272 pages

Publisher: Springer Publishing Company; 1 edition (June 28, 2013)

Language: English

ISBN-10: 0826199887

ISBN-13: 978-0826199881

Product Dimensions:

6 x 0.6 x 9 inches

Shipping Weight: 0.8 ounces (View shipping rates and policies)

Average Customer Review:

4.2 out of 5 stars

3 customer reviews

Amazon Best Sellers Rank:

#55,250 in Books (See Top 100 in Books)

This was a required book for my schooling. It is extremely dull, but then again so is all the literature on leadership. Obviously I bought it and read it since it was a requirement. Would not buy/read this book for leisure.

very readable, good information. I learned quite a bit from this book. would recommend it to any manager/supervisor or co worker in general.

Really enjoyed this book. I hated I rented the book for my class but will be back to purchase the book for my career development.

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