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Graphs of the distributions are shown with varying parameter values in most cases.
The book should be seen purely as a handbook on statistical distributions, not as a theoretical reference. The book is ideal for those who make use of statistical distributions in other fields, and who are not necessarily statisticians themselves. I have no formal statistics training, but use distributions extensively in my own work, and found this book very easy to understand. I have been using Johnson and Kotz monographs fairly extensively as references for the distributions in which I am interested, but find this book a much simpler reference for the basic facts of the distributions. In addition, its consistent use of notation across the chapters makes it much easier for the reader to cross reference.
I refrain from giving 5 stars to the book because of a few weaknesses, primarily omissions. Firstly, as an earlier reviewer pointed out, the lack of an index is a little annoying sometimes. Secondly, the bibliography is very slim, and so the reader interested in finding further details, proofs etc., is given very little direction. Thirdly, there are a few obvious omissions, such as the cumulative distribution function for the chi-squared distribution. Fourthly, random number generation is described only when the generation is relatively simple (for example, a method for generating random variates from a gamma distribution is described only for special cases). Finally, I would like to have seen more guidance provided in the sections on parameter estimation, such as first and second derivatives of log-likelihood functions when the estimates have to be derived iteratively.
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Keystone reads like a doctoral dissertation on the American administration of Okinawa. Historians and political science aficionados will find it interesting, but aside from the first chapter, there is little action. And there is little to no examination of 29 years of post-reversion history, even though Okinawa is still host to several American military bases and personnel.
I served on Okinwawa with the Army for three years, and while this book filled in a lot of the history from the Battle to Reversion, I was disappointed to find no mention of what has happened in the 29 years since.
A number of general things make this book especially valuable. Sarantakes writes well, especially in his vivid description of the 1945 battle for Okinawa itself. His research is impressive, as he makes use of material from presidential archives, government repositories, and a good collection of oral histories. His argument that Okinawa was essentially an American colony is clear and convincing, even if policymakers would not have used the term. And, he does a nice job showing why American policymakers began to rethink this approach in the 1970s; not because of any ideals or principles, but because of Japanese resistance to the heavy-handed American presence.
A few things in particular deserve mention. Sarantakes does an excellent job explaining how American policy toward Okinawa evolved, showing that policymakers first wanted control of the area because of fears of a rearmed and aggressive Japan. Then, when it became clear that Japan was not moving toward militarism, American officials still refused to abandon Okinawa, afraid that doing so might encourage Japan to move toward a more neutral position in the Cold War. His account of the political infighting between State Department officials who saw withdrawal as a means to build up goodwill in Japan and elsewhere, and military leaders who clung to the base for its potential strategic value, is particularly insightful. He also does a nice job looking at the way that, especially in the early years, military officials were able to rule Okinawa with an almost iron fist. Finally, Dr. Sarantakes does a nice job putting the occupation in the context of the Cold War; its strategic location, for example, which allowed American planes to threaten targets in Asia and parts of Europe, made Okinawa especially valuable as American fears of Chinese and Soviet expansion grew.
Overall, this is convincing, thorough, and interesting book. I recommend it highly.
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It's always fun to read a story about a topic you don't know much about, and that's part of the reason I enjoyed this book too. The descriptions of some of the horrific things people did to wolves were chilling.
I read this book in 4 days, basically any free time I had, I was reading it. It was also very easy to get into the story line. I hate it when the first 50 pages are slow or boring. Not in this book. I really recommend reading it.
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Others here have commented on the gore and adrenalin surging accident of Grace and the conveniently named Pilgrim and I from similar experiences found it traumatic - for the horse, but not for Grace herself because her story is really the means by which she and her mother find grace. Her mother Annie is forced to take stock of a life that she fears is not satisfying and which casts an effect on her child and her marriage.
If Tom, in a typical display of the western horseman, seems wooden through a lack of dialogue it is because he relates to the world through the horses he works with, espousing the simple wisdoms of a man who has learned to read what is subtle and unspoken. His loneliness is echoed in the souls of Pilgrim, Grace and Annie.
That Annie and Tom predictably fall in love and betray her marriage vows, in a different rendition of Graces relationship with Pilgrim, is not an issue. It is that only through the catalyst for change in Tom and the nature of his work with Pilgrim we find the key to the characters, that they too must sacrifice the instinct for self preservation to be remade with maturity.
Evelyn Horan - teacher/counselor/author
Jeannie, A Texas Frontier Girl - Books One - Three